Ion–Conducting Ceramic Membrane Reactors for the Conversion of Chemicals

Ion–conducting ceramic membranes, such as mixed oxygen ionic and electronic conducting (MIEC) membranes and mixed proton–electron conducting (MPEC) membranes, have the potential for absolute selectivity for specific gases at high temperatures. By utilizing these membranes in membrane reactors, it is possible to combine reaction and separation processes into one unit, leading to a reduction in by–product formation and enabling the use of thermal effects to achieve efficient and sustainable chemical production. As a result, membrane reactors show great promise in the production of various chemicals and fuels. This paper provides an overview of recent developments in dense ceramic catalytic membrane reactors and their potential for chemical production. This review covers different types of membrane reactors and their principles, advantages, disadvantages, and key issues. The paper also discusses the configuration and design of catalytic membrane reactors. Finally, the paper offers insights into the challenges of scaling up membrane reactors from experimental stages to practical applications.


Introduction
The chemical and petrochemical industries are vital to the global economy, but traditional reaction processes often require significant energy and additional facilities for the separation of mixtures of products, by-products, or raw materials. Advanced membrane reactor technology provides a solution by integrating separation and reaction processes. This means that the energy required to maintain the reaction, or the energy generated by the reaction can be harnessed to separate pure substances, including intermediate or final products. Membrane reactor technology offers a more efficient and sustainable approach to chemical and petrochemical production, making it an attractive option for reducing energy consumption and minimizing environmental impact.
The concept of catalytic membrane reactors (CMRs) was first introduced in the 1960s [1], and since then, significant progress has been made, particularly in the past two decades, as advancements in membrane processes have been made [2][3][4][5][6]. This progress has been facilitated by the development of new membrane materials, enabling membrane technology to be applied to a much broader range of operating conditions [7][8][9][10]. New configurations of membrane reactors and innovative reaction routes have also contributed to the development of membrane reactors. Inorganic membranes, including metals, ceramics, zeolites, glasses, and carbon, are commonly used in CMRs [11][12][13][14]. These membranes typically consist of multiple layers of single-phase or composite materials. Inorganic membranes offer a significant advantage over organic membranes because of their ability to

Fundamentals
The performance of mixed conducting ceramic membranes is highly dependent on the properties of their constituent materials, which are mainly determined by their composition and structure. Among the various mixed conducting materials, perovskite oxides have been extensively studied due to their high−temperature stability and unique cubic or orthorhombic structure. Figure 2a illustrates the coordination environment of the A−site and B−site cations in a simple cubic perovskite structure, where the A−site cation coordinates with 12 oxygen ions to form a cubic octahedral coordination environment, while the B−site cation coordinates with six oxygen ions in an octahedral geometry. Typically, the A−site cation is larger than the B−site cation in perovskite, which helps to maintain the lattice stability. The perovskite structure provides a framework for preparing mixed conducting materials with desired chemical composition and structural characteristics. In addition to perovskite−type oxides, K2NiF4−type oxides ( Figure 2b) and Brownmillerite−type oxides (Figure 2c) are also commonly employed for oxygen and hydrogen separations, as well as membrane reactions. Perovskite oxides are extensively studied as membrane materials, and therefore the review primarily delves into the exploration and analysis of perovskite oxides as a prominent category of materials for dense ceramic membranes.

Fundamentals
The performance of mixed conducting ceramic membranes is highly dependent on the properties of their constituent materials, which are mainly determined by their composition and structure. Among the various mixed conducting materials, perovskite oxides have been extensively studied due to their high-temperature stability and unique cubic or orthorhombic structure. Figure 2a illustrates the coordination environment of the A-site and B-site cations in a simple cubic perovskite structure, where the A-site cation coordinates with 12 oxygen ions to form a cubic octahedral coordination environment, while the B-site cation coordinates with six oxygen ions in an octahedral geometry. Typically, the A-site cation is larger than the B-site cation in perovskite, which helps to maintain the lattice stability. The perovskite structure provides a framework for preparing mixed conducting materials with desired chemical composition and structural characteristics. In addition to perovskite-type oxides, K 2 NiF 4 -type oxides ( Figure 2b) and Brownmillerite-type oxides ( Figure 2c) are also commonly employed for oxygen and hydrogen separations, as well as membrane reactions. Perovskite oxides are extensively studied as membrane materials, and therefore the review primarily delves into the exploration and analysis of perovskite oxides as a prominent category of materials for dense ceramic membranes.

Fundamentals
The performance of mixed conducting ceramic membranes is highly dependent on the properties of their constituent materials, which are mainly determined by their composition and structure. Among the various mixed conducting materials, perovskite oxides have been extensively studied due to their high−temperature stability and unique cubic or orthorhombic structure. Figure 2a illustrates the coordination environment of the A−site and B−site cations in a simple cubic perovskite structure, where the A−site cation coordinates with 12 oxygen ions to form a cubic octahedral coordination environment, while the B−site cation coordinates with six oxygen ions in an octahedral geometry. Typically, the A−site cation is larger than the B−site cation in perovskite, which helps to maintain the lattice stability. The perovskite structure provides a framework for preparing mixed conducting materials with desired chemical composition and structural characteristics. In addition to perovskite−type oxides, K2NiF4−type oxides ( Figure 2b) and Brownmillerite−type oxides (Figure 2c) are also commonly employed for oxygen and hydrogen separations, as well as membrane reactions. Perovskite oxides are extensively studied as membrane materials, and therefore the review primarily delves into the exploration and analysis of perovskite oxides as a prominent category of materials for dense ceramic membranes.  The ideal perovskite structure is composed of ABO 3 units, but its chemical composition can vary depending on the valence state of the A-and B-site cations.  3 . The A-site is typically occupied by large alkali earth metals like Ba, La, or Sr with a valence of 2+, and the B-site is occupied by first-row transition elements like Ce, Co, or Fe, with a valence of 4+. Despite their shared structure, perovskites with different compositions can exhibit distinct properties. For instance, BaCoO 3 and SrCoO 3 conduct oxygen, whereas BaCeO 3 and SrCeO 3 conduct protons. A stable perovskite structure relies on the existence of a stable BO 3 skeletal sublattice [31], with the radius of the oxygen ion at 0.140 nm. To maintain a stable octahedral perovskite structure, the ionic radius of the B-site cation must be greater than 0.051 nm. A large A-site cation can further stabilize the BO 3 skeletal sub-lattice by occupying the center of the eight BO 6 octahedra. Although the presence of the A-site cation distorts the BO 3 skeletal sub-lattice, it attempts to achieve optimal A metal cation-oxygen ion bond length, with a minimum radius of 0.09 nm for the A cation. Increased distortion can cause cubic crystal geometries to become orthorhombic or rhombohedral.
The tolerance factor t is used to analyze the relationship between ionic radius and crystal system, and is defined as , where R A , R B , and R O represent the ionic radii of the A-site cation (12-coordination), B-site cation (6-coordination), and oxygen ion, respectively. Cubic structures might exist between the limits of 0.75 < t < 1.0. For 0.75 < t < 0.9, the corner shared octahedra buckle cooperatively, leading to orthorhombic distortion. Orthorhombic distortion occurs when the BO 6 octahedra are tilted, causing the A ions to be displaced along the (110) pseudo-cubic or (010) directions. For 0.75 < t < 0.9, a small deformation from cubic to rhombohedral symmetry may occur, without any octahedral buckling. The difference in the ionic radii of dopants and the outer electronic structure can easily cause distortion from the ideal cubic structure in perovskite oxides [32].
Mixed conducting materials are highly valued due to their ability to conduct both ions (or protons) and electrons, which enables the transport of oxygen or hydrogen through the material. To achieve optimal performance, it is important for the conductivity of both ions and electrons to be well matched. In many perovskite materials, electron conductivity is much greater than ion conductivity, whereas in many fluorite materials, the opposite is true. When electron conductivity is insufficient, an external circuit may be necessary to assist electronic conduction for effective ion transmission.
Ion doping is a common strategy for adjusting the physicochemical properties and improving both ion and electron conductivity. By introducing a lower valence dopant B' on the B site of perovskite-structured oxides ABO 3 , AB 1−x B' x O 3−δ can be formed, creating oxygen vacancies at high temperatures (represented by the symbol δ) that allow for ion transport [33]. Additionally, a wide range of perovskite-structured compounds can be produced by substituting A or B ions, or both, to form a structure of A The mobility of oxygen ions in the bulk phase is strongly influenced by A-site cations [34], while the nature of B-site cations determines the catalytic activity for reactions. Materials containing both types of cations can be used as membrane reactors that simultaneously serve as membranes for separating oxygen and catalysts for oxidation processes, eliminating the need for additional catalysts [35]. However, materials with high oxygen permeability but low catalytic activity can also be used for building membrane reactors, but additional catalysts are required [36][37][38][39].

Classification of Mixed Conducting Membranes
MIEC and MPEC materials are categories of mixed conducting materials that can conduct both oxygen ions and electrons (Figure 3a), and protons and electrons (Figure 3b), respectively. These materials can be used to create membranes for oxygen or hydrogen separation and production, fuel cells, and gas or hydrogen sensors, among other applications. In the following sections, we will discuss typical materials used for oxygen-permeable and hydrogen-permeable membranes in greater detail.

Single−Phase Oxygen−Permeable Membranes
Fluorite−type oxides are the most commonly used materials for oxygen ionic conductors, with Yttria−stabilized zirconia (YSZ) being a well−known example that has been used for solid oxide fuel cells (SOFCs), sensors, and structural ceramics. However, the electron conductivity of YSZ is insufficient for oxygen permeation without an external circuit, leading to increased complexity and instability of the membrane reactor [40]. Therefore, fluorite−type oxides are typically used as oxygen ion−conducting materials in dual−phase membranes rather than as membranes alone.
K2NiF4−type oxides, on the other hand, are a type of mixed conducting material that has been studied for their potential use in oxygen−permeable membranes [41,42]. These materials have a unique structure that is composed of layers of edge−sharing MO6 octahedra and layers of corner−sharing MO6 octahedra, where M is a metal cation. The oxygen ions can move through the channels between these layers, allowing for high oxygen ionic conductivity. These K2NiF4−type composites do not contain alkaline−earth metal elements, which tend to react with CO2 to produce carbonates, and therefore have excellent stability against CO2 in comparison with perovskite oxides such as Pr2NiO4+δ (PNO) and Pr2Ni0.9Mo0.1O4+δ (PNM). With the doping of Mo, the oxygen permeability of the PNM hollow−fiber membrane is higher [43].
Perovskite oxides have been reported as highly ionic and electronic conducting materials for oxygen−permeable membranes, as firstly reported by Teraoka et al. [44]. These oxides possess a unique crystal structure that provides desirable transport properties, such as high ionic and electron conductivity. Furthermore, they can be easily synthesized with various compositions, allowing for tailoring of their properties to meet specific requirements for different applications. Additionally, perovskite oxides exhibit good chemical and thermal stability under harsh, high−temperature conditions, which is crucial for their long−term operation in various applications [33,[45][46][47][48][49]. Researchers are continuing to develop new perovskite oxide compositions with enhanced properties, and to optimize synthesis and processing methods to improve the stability and reliability of the resulting membranes. Additionally, they are exploring new membrane architectures and configurations to further improve the performance and capabilities of perovskite oxide membranes for a range of applications. These will be discussed in detail in the following sections.

Dual−Phase Oxygen−permeable membranes
A mixed conducting material with both high ionic conductivity and well−matched electronic conductivity is desirable but challenging to achieve in a single−component material. To overcome this challenge, Mazanec et al. [50] proposed a dual−phase membrane concept for methane conversion. The earliest dual−phase membrane consisted of a metal phase, such as Ag or Pt, and a fluorite phase, such as YSZ (as shown in Figure 4a). The

Single-Phase Oxygen-Permeable Membranes
Fluorite-type oxides are the most commonly used materials for oxygen ionic conductors, with Yttria-stabilized zirconia (YSZ) being a well-known example that has been used for solid oxide fuel cells (SOFCs), sensors, and structural ceramics. However, the electron conductivity of YSZ is insufficient for oxygen permeation without an external circuit, leading to increased complexity and instability of the membrane reactor [40]. Therefore, fluorite-type oxides are typically used as oxygen ion-conducting materials in dual-phase membranes rather than as membranes alone. K 2 NiF 4 -type oxides, on the other hand, are a type of mixed conducting material that has been studied for their potential use in oxygen-permeable membranes [41,42]. These materials have a unique structure that is composed of layers of edge-sharing MO 6 octahedra and layers of corner-sharing MO 6 octahedra, where M is a metal cation. The oxygen ions can move through the channels between these layers, allowing for high oxygen ionic conductivity. These K 2 NiF 4 -type composites do not contain alkaline-earth metal elements, which tend to react with CO 2 to produce carbonates, and therefore have excellent stability against CO 2 in comparison with perovskite oxides such as Pr 2 NiO 4+δ (PNO) and Pr 2 Ni 0.9 Mo 0.1 O 4+δ (PNM). With the doping of Mo, the oxygen permeability of the PNM hollow-fiber membrane is higher [43].
Perovskite oxides have been reported as highly ionic and electronic conducting materials for oxygen-permeable membranes, as firstly reported by Teraoka et al. [44]. These oxides possess a unique crystal structure that provides desirable transport properties, such as high ionic and electron conductivity. Furthermore, they can be easily synthesized with various compositions, allowing for tailoring of their properties to meet specific requirements for different applications. Additionally, perovskite oxides exhibit good chemical and thermal stability under harsh, high-temperature conditions, which is crucial for their long-term operation in various applications [33,[45][46][47][48][49]. Researchers are continuing to develop new perovskite oxide compositions with enhanced properties, and to optimize synthesis and processing methods to improve the stability and reliability of the resulting membranes. Additionally, they are exploring new membrane architectures and configurations to further improve the performance and capabilities of perovskite oxide membranes for a range of applications. These will be discussed in detail in the following sections.

Dual-Phase Oxygen-Permeable membranes
A mixed conducting material with both high ionic conductivity and well-matched electronic conductivity is desirable but challenging to achieve in a single-component material. To overcome this challenge, Mazanec et al. [50] proposed a dual-phase membrane concept for methane conversion. The earliest dual-phase membrane consisted of a metal phase, such as Ag or Pt, and a fluorite phase, such as YSZ (as shown in Figure 4a). The former was used for electronic conduction, while the latter was used for oxygen ion conduction, enabling the omission of external circuits. In ideal dual-phase membranes, the ionic conductor is the continuous phase, and the electronic conductor is uniformly dispersed throughout the membrane network. The concept of dual-phase membranes provides additional opportunities in material selection, but also presents challenges in terms of fabrication methods.
former was used for electronic conduction, while the latter was used for oxygen ion conduction, enabling the omission of external circuits. In ideal dual−phase membranes, the ionic conductor is the continuous phase, and the electronic conductor is uniformly dispersed throughout the membrane network. The concept of dual−phase membranes provides additional opportunities in material selection, but also presents challenges in terms of fabrication methods. In a dual−phase membrane, the electronic conductor phase is used to compensate for the low conductivity of the ionic conductor phase (Figure 4b). Perovskite is a good candidate for the electronic conductor phase due to its relatively low cost and compatibility with fluorite−type oxides. The combination of these two phases allows for simultaneous oxygen ionic and electronic transport in the membrane, extending the oxygen surface exchange reaction to the overall dual−phase membrane surface. This increases the surface exchange reaction rate and bulk diffusion for oxygen permeation, resulting in higher oxygen permeability. Therefore, the total oxygen conductivity of ceramic dual−phase membranes is larger than that of metal-ceramic dual−phase membranes, which further contributes to the higher permeability of ceramic dual−phase membranes [51,52].
Dual−phase membranes are generally more stable than single−phase perovskite membranes in the presence of CO2. This is because dual−phase membranes have a fluorite−type oxide phase that is predominantly oxygen ionic conducting and is stable in CO2−containing environments. Fang et al. [53,54] prepared a dual−phase membrane with a predominantly ionic conducting fluorite−type MIEC oxide (Ce0.85Gd0.1Cu0.02O2−δ(CGCO)) and a predominantly electronic conducting perovskite−type MIEC oxide (La0.6Ca0.4FeO3−δ(LCF)). With pure CO2 sweeping, a maximum oxygen permeation flux of 0.70 mLcm −2 min −1 was obtained with a 0.5 mm thick membrane at 950 °C. It is worth mentioning that the membrane is stable in the presence of CO2, even at low temperatures (800 °C) during long−term operation, which is a characteristic not possessed by a single−phase perovskite membrane.
The flux of different typical oxygen−permeable membranes is summarized in Table  1. In a dual-phase membrane, the electronic conductor phase is used to compensate for the low conductivity of the ionic conductor phase (Figure 4b). Perovskite is a good candidate for the electronic conductor phase due to its relatively low cost and compatibility with fluorite-type oxides. The combination of these two phases allows for simultaneous oxygen ionic and electronic transport in the membrane, extending the oxygen surface exchange reaction to the overall dual-phase membrane surface. This increases the surface exchange reaction rate and bulk diffusion for oxygen permeation, resulting in higher oxygen permeability. Therefore, the total oxygen conductivity of ceramic dual-phase membranes is larger than that of metal-ceramic dual-phase membranes, which further contributes to the higher permeability of ceramic dual-phase membranes [51,52].
Dual-phase membranes are generally more stable than single-phase perovskite membranes in the presence of CO 2 . This is because dual-phase membranes have a fluorite-type oxide phase that is predominantly oxygen ionic conducting and is stable in CO 2 -containing environments. Fang et al. [53,54] prepared a dual-phase membrane with a predominantly ionic conducting fluorite-type MIEC oxide (Ce 0.85 Gd 0.1 Cu 0.02 O 2−δ (CGCO)) and a predominantly electronic conducting perovskite-type MIEC oxide (La 0.6 Ca 0.4 FeO 3−δ (LCF)). With pure CO 2 sweeping, a maximum oxygen permeation flux of 0.70 mLcm −2 min −1 was obtained with a 0.5 mm thick membrane at 950 • C. It is worth mentioning that the membrane is stable in the presence of CO 2 , even at low temperatures (800 • C) during long-term operation, which is a characteristic not possessed by a single-phase perovskite membrane.
The flux of different typical oxygen-permeable membranes is summarized in Table 1.

Hydrogen-Permeable Membranes
In addition to their oxygen ion conductivity and mixed ionic and electronic conductivity, perovskite materials can also exhibit proton conductivity, making them useful for hydrogen-permeable membrane applications. For example, SrCeO 3 doped with 5% Ce replaced by Yb shows protonic conduction in a hydrogen-containing atmosphere at high temperatures [68,69]. The presence of oxygen vacancies, which are created by doping, is believed to play a critical role in the formation and transport of protons in perovskite materials. Ln 6 WO 12 is another promising material for hydrogen-permeable membranes. Ln 6 WO 12 (Ln = La, Pr, Nd, Sm, Eu, and Gd) belongs to the family of double perovskite oxides, which have shown potential for various applications due to their unique electronic and ionic transport properties [70][71][72][73]. In particular, the oxygen vacancy concentration in Ln 6 WO 12 can be significantly increased by doping of niobium and molybdenum, which enhances proton conduction at high temperatures in a hydrogen-containing atmosphere. This makes it a promising candidate for hydrogen-permeable membranes. Moreover, Ln 6 WO 12 is also stable in CO 2 -containing atmospheres, which makes it an even more attractive option for industrial applications.
The interfacial resistance is the resistance to mass transfer across the interface between the two phases, which can limit the overall permeation rate of the membrane. In one study, a dual-phase membrane was prepared by mixing different amounts of Ni in the BaCe 1−x Y x O 3 ceramic phase [74]. The addition of nickel affected the surface properties of the membrane, but the interfacial resistance between the two phases was found to be much higher than the bulk resistance. This suggests that reducing the interfacial resistance between the two phases of a dual-phase membrane is important for improving its performance in hydrogen permeation [75]. A novel dual-phase SrCe 0.9 Y 0.1 O 3 -Ce 0.8 Sm 0.2 O 2 (SCY-SDC)laminated membrane was prepared, which consisted of alternating films of SCY and SDC phases (as shown in Figure 5) [76]. This laminated membrane was found to exhibit higher hydrogen (H 2 ) flux than a conventional SCY-SDC dual-phase membrane, due to the shortened bulk diffusion distance for protons and electrons. The alternating films of the two phases allowed for more efficient proton and electron transport between the two phases, reducing the interfacial resistance and improving the overall hydrogen permeation rate. This approach of using laminated dual-phase membranes could have potential applications in fuel cells, where efficient proton and electron transport is critical for optimal performance. Further research is needed to optimize the composition and microstructure of the laminated membrane, as well as to evaluate its long-term stability and durability.

Hydrogen−Permeable Membranes
In addition to their oxygen ion conductivity and mixed ionic and electronic conductivity, perovskite materials can also exhibit proton conductivity, making them useful for hydrogen−permeable membrane applications. For example, SrCeO3 doped with 5% Ce replaced by Yb shows protonic conduction in a hydrogen−containing atmosphere at high temperatures [68,69]. The presence of oxygen vacancies, which are created by doping, is believed to play a critical role in the formation and transport of protons in perovskite materials. Ln6WO12 is another promising material for hydrogen−permeable membranes. Ln6WO12 (Ln = La, Pr, Nd, Sm, Eu, and Gd) belongs to the family of double perovskite oxides, which have shown potential for various applications due to their unique electronic and ionic transport properties [70][71][72][73]. In particular, the oxygen vacancy concentration in Ln6WO12 can be significantly increased by doping of niobium and molybdenum, which enhances proton conduction at high temperatures in a hydrogen−containing atmosphere. This makes it a promising candidate for hydrogen−permeable membranes. Moreover, Ln6WO12 is also stable in CO2−containing atmospheres, which makes it an even more attractive option for industrial applications.
The interfacial resistance is the resistance to mass transfer across the interface between the two phases, which can limit the overall permeation rate of the membrane. In one study, a dual−phase membrane was prepared by mixing different amounts of Ni in the BaCe1−xYxO3 ceramic phase [74]. The addition of nickel affected the surface properties of the membrane, but the interfacial resistance between the two phases was found to be much higher than the bulk resistance. This suggests that reducing the interfacial resistance between the two phases of a dual−phase membrane is important for improving its performance in hydrogen permeation [75]. A novel dual−phase SrCe0.9Y0.1O3−Ce0.8Sm0.2O2 (SCY−SDC)−laminated membrane was prepared, which consisted of alternating films of SCY and SDC phases (as shown in Figure 5) [76]. This laminated membrane was found to exhibit higher hydrogen (H2) flux than a conventional SCY−SDC dual−phase membrane, due to the shortened bulk diffusion distance for protons and electrons. The alternating films of the two phases allowed for more efficient proton and electron transport between the two phases, reducing the interfacial resistance and improving the overall hydrogen permeation rate. This approach of using laminated dual−phase membranes could have potential applications in fuel cells, where efficient proton and electron transport is critical for optimal performance. Further research is needed to optimize the composition and microstructure of the laminated membrane, as well as to evaluate its long−term stability and durability.
The flux of different typical hydrogen−permeable membranes is summarized in Table  2. Figure 5. Schematic diagram of the laminated dual-phase membrane. Blue represents the SCY phase, and yellow represents the SDC phase. Reprinted with permission from Ref. [76]. Copyright 2019 Elsevier.
The flux of different typical hydrogen-permeable membranes is summarized in Table 2.

Membrane Architecture
The architecture of a catalytic membrane reactor is an important factor that can influence its performance, and it can be considered from different standpoints. One important aspect of the architecture is the membrane configuration. There are several types of membrane configurations that can be used in CMRs, including planar, tubular, and hollow-fiber membranes ( Figure 6) [30]. Another important aspect of the architecture is the membrane symmetry. Membranes can be symmetrical or asymmetrical. Asymmetrical membranes can be achieved by having a single dense layer with no porous support layers, or by having porous support layers on both sides of the dense layer, whereas an asymmetrical membrane typically has a gradient in pore size across the membrane thickness, and it has a dense layer on one side and a porous support layer on the other side.

Membrane Architecture
The architecture of a catalytic membrane reactor is an important factor that can influence its performance, and it can be considered from different standpoints. One important aspect of the architecture is the membrane configuration. There are several types of membrane configurations that can be used in CMRs, including planar, tubular, and hollowfiber membranes ( Figure 6) [30]. Another important aspect of the architecture is the membrane symmetry. Membranes can be symmetrical or asymmetrical. Asymmetrical membranes can be achieved by having a single dense layer with no porous support layers, or by having porous support layers on both sides of the dense layer, whereas an asymmetrical membrane typically has a gradient in pore size across the membrane thickness, and it has a dense layer on one side and a porous support layer on the other side. The thickness of a membrane plays an important role in determining its mass transfer resistance and overall performance. In general, reducing the thickness of the membrane can decrease the mass transfer resistance and improve the efficiency of separation or reaction processes. A thin and dense separation layer with a porous support layer (a supported membrane) is considered a promising configuration for achieving high selectivity and permeance. However, preparing a supported dense membrane with a thin separation layer and good interfacial bonding can be challenging. Thermal and chemical compatibility between the membrane and the support, as well as the formation of a fully dense and defect−free top layer, are critical factors that must be addressed.
Jin et al. [83] proposed a versatile co−sintering technique to prepare a crack−free supported membrane, which involves directly coating a thin membrane precursor on the surface of a green support and sintering the two layers together in one step. This technique has been widely used by many researchers to prepare both planar and tubular ceramic membranes [84][85][86]. A study proposed a novel supported membrane structure that includes a catalytic activation layer, a gastight layer, and a porous substrate with 34% open porosity. The catalytic activation layer has a thickness of 17 µm, the gastight layer is 70 µm thick, and the porous substrate is 830 µm thick. The oxygen flux achieved by this membrane is impressive, reaching 10.0 mL (STP) min −1 cm −2 at 900 °C, which is 3 to 10 times higher than other membranes under similar conditions [64]. This structure The thickness of a membrane plays an important role in determining its mass transfer resistance and overall performance. In general, reducing the thickness of the membrane can decrease the mass transfer resistance and improve the efficiency of separation or reaction processes. A thin and dense separation layer with a porous support layer (a supported membrane) is considered a promising configuration for achieving high selectivity and permeance. However, preparing a supported dense membrane with a thin separation layer and good interfacial bonding can be challenging. Thermal and chemical compatibility between the membrane and the support, as well as the formation of a fully dense and defect-free top layer, are critical factors that must be addressed.
Jin et al. [83] proposed a versatile co-sintering technique to prepare a crack-free supported membrane, which involves directly coating a thin membrane precursor on the surface of a green support and sintering the two layers together in one step. This technique has been widely used by many researchers to prepare both planar and tubular ceramic membranes [84][85][86]. A study proposed a novel supported membrane structure that includes a catalytic activation layer, a gastight layer, and a porous substrate with 34% open porosity. The catalytic activation layer has a thickness of 17 µm, the gastight layer is 70 µm thick, and the porous substrate is 830 µm thick. The oxygen flux achieved by this membrane is impressive, reaching 10.0 mL (STP) min −1 cm −2 at 900 • C, which is 3 to 10 times higher than other membranes under similar conditions [64]. This structure showcases the potential of supported ceramic membranes to achieve high fluxes and highlights the importance of proper membrane design and optimization.
A tubular membrane is a type of membrane that has a cylindrical shape. Tubular membranes have several features. For example, large surface area: it can be made with a large surface area, allowing for efficient separation of fluids; high packing density: it can be packed tightly together, allowing for a large number of membranes to be used in a small space; and easy sealing at high temperatures: it can be directly inserted into a high-temperature reactor and sealed at the cold ends outside the furnace. Other important features of tubular membranes are their scalability, and they can be bundled together to form membrane modules with a larger surface area, which increases their efficiency in separating [87].
Hollow-fiber ceramic membranes have attracted significant attention in the last decade due to their unique asymmetric structure, which is formed by a phase inversion spinning/sintering technique [88][89][90][91][92]. It has a similar structure to tubular membranes, with both being cylindrical in shape. Compared to conventional planar or tubular membranes, hollow-fiber ceramic membranes offer several advantages. Firstly, they have a much larger membrane area per unit volume, which makes them more efficient at separating gases or filtering water. Secondly, the thin dense layer in the center (or at one side) of the fiber reduces bulk diffusion resistance, allowing faster and more efficient transport through the membrane. Finally, the integrated porous layers on either side or both sides of the membrane create large gas-membrane interfaces, resulting in enhanced gas surface exchange rates.
The current research direction in hollow-fiber membranes is focused on developing membranes with enhanced properties that can meet the specific requirements of industrial applications. One approach is to develop multilayered hollow-fiber membranes that combine different materials with complementary properties. Wu et al. [93] developed a highly compact multifunctional hollow-fiber membrane reactor with a unique duallayer structure for methane conversion using a single-step co-extrusion and co-sintering technique (Figure 7a). The membrane consists of a thin outer oxygen separation layer of approximately 75 µm and a porous inner support layer of a Ni-based catalytic substrate. The inner layer turns into a highly porous structure and becomes catalytically active for methane conversion after reduction. This membrane reactor has a high surface area/volume ratio and a great adhesion between the separation layer and the catalytic layer. showcases the potential of supported ceramic membranes to achieve high fluxes and highlights the importance of proper membrane design and optimization. A tubular membrane is a type of membrane that has a cylindrical shape. Tubular membranes have several features. For example, large surface area: it can be made with a large surface area, allowing for efficient separation of fluids; high packing density: it can be packed tightly together, allowing for a large number of membranes to be used in a small space; and easy sealing at high temperatures: it can be directly inserted into a high−temperature reactor and sealed at the cold ends outside the furnace. Other important features of tubular membranes are their scalability, and they can be bundled together to form membrane modules with a larger surface area, which increases their efficiency in separating [87].
Hollow−fiber ceramic membranes have attracted significant attention in the last decade due to their unique asymmetric structure, which is formed by a phase inversion spinning/sintering technique [88][89][90][91][92]. It has a similar structure to tubular membranes, with both being cylindrical in shape. Compared to conventional planar or tubular membranes, hollow−fiber ceramic membranes offer several advantages. Firstly, they have a much larger membrane area per unit volume, which makes them more efficient at separating gases or filtering water. Secondly, the thin dense layer in the center (or at one side) of the fiber reduces bulk diffusion resistance, allowing faster and more efficient transport through the membrane. Finally, the integrated porous layers on either side or both sides of the membrane create large gas-membrane interfaces, resulting in enhanced gas surface exchange rates.
The current research direction in hollow−fiber membranes is focused on developing membranes with enhanced properties that can meet the specific requirements of industrial applications. One approach is to develop multilayered hollow−fiber membranes that combine different materials with complementary properties. Wu et al. [93] developed a highly compact multifunctional hollow−fiber membrane reactor with a unique dual−layer structure for methane conversion using a single−step co−extrusion and co−sintering technique (Figure 7a). The membrane consists of a thin outer oxygen separation layer of approximately 75 µm and a porous inner support layer of a Ni−based catalytic substrate. The inner layer turns into a highly porous structure and becomes catalytically active for methane conversion after reduction. This membrane reactor has a high surface area/volume ratio and a great adhesion between the separation layer and the catalytic layer.  While improving the mechanical strength of hollow-fiber membranes is an important research direction, multi-channel hollow-fiber membranes consist of multiple channels or lumens within a single hollow fiber, which can provide higher mechanical strength compared to conventional single-channel hollow fibers. This design for oxygen-permeable membranes was proposed by Jin et al. [65,95,96]. A Ba 0.5 Sr 0.5 Co 0.8 Fe 0.2 O 3−δ (BSCF) fourchannel hollow-fiber membrane was successfully fabricated (Figure 7b). Its breaking load and oxygen flux were several times those of conventional single-channel hollow-fiber membranes [65]. The high mechanical strength of the four-channel hollow-fiber membrane was helpful in overcoming some drawbacks of single-channel hollow-fiber membranes and ensuring the proper performance of the reaction process [94]. Subsequently, the researchers also proposed developing more complex hollow-fiber structures with even more channels and higher mechanical strength. The breaking loads of the BSCF seven-and 19-channel hollow-fiber membranes are significantly higher than those of single-channel hollow fibers, with the seven-channel membrane having a breaking load of 17 times [95] and the 19-channel membrane having a breaking load of 60 times [96] that of a singlechannel hollow fiber (Figure 7c,d). This demonstrates the potential of multi-channel hollow-fiber membranes to provide improved mechanical strength and durability, making them a promising approach for enhancing the performance and reliability of membrane technology in various industrial applications.

Functions of the Membrane in CMR
In a dense ion-conducting membrane reactor, the membrane plays a crucial role in keeping oxidants and reductants separate, as well as selectively separating one of the substances. The specific functions of the membrane can be roughly divided into the following three categories (Figure 8).
Membranes 2023, 13, x FOR PEER REVIEW 13 of 32 channels or lumens within a single hollow fiber, which can provide higher mechanical strength compared to conventional single−channel hollow fibers. This design for oxygen−permeable membranes was proposed by Jin et al. [65,95,96]. A Ba0.5Sr0.5Co0.8Fe0.2O3−δ (BSCF) four−channel hollow−fiber membrane was successfully fabricated (Figure 7b). Its breaking load and oxygen flux were several times those of conventional single−channel hollow−fiber membranes [65]. The high mechanical strength of the four−channel hollow−fiber membrane was helpful in overcoming some drawbacks of single−channel hollow−fiber membranes and ensuring the proper performance of the reaction process [94]. Subsequently, the researchers also proposed developing more complex hollow−fiber structures with even more channels and higher mechanical strength. The breaking loads of the BSCF seven− and 19−channel hollow−fiber membranes are significantly higher than those of single−channel hollow fibers, with the seven−channel membrane having a breaking load of 17 times [95] and the 19−channel membrane having a breaking load of 60 times [96] that of a single−channel hollow fiber (Figure 7c,d). This demonstrates the potential of multi−channel hollow−fiber membranes to provide improved mechanical strength and durability, making them a promising approach for enhancing the performance and reliability of membrane technology in various industrial applications.

Functions of the Membrane in CMR
In a dense ion−conducting membrane reactor, the membrane plays a crucial role in keeping oxidants and reductants separate, as well as selectively separating one of the substances. The specific functions of the membrane can be roughly divided into the following three categories (Figure 8). Distribution of reactants: In some oxidation reactions, direct mixing of reactants can reduce reaction selectivity or increase explosion risk. In such cases, a membrane can act as a reactant distributor, increasing selectivity, minimizing risk, and utilizing the heat generated by exothermic reactions to heat reactants. As shown in Figure 8a, the reactant D was distributed by the membrane and reacted with reactant A to generate products B and C at one side of the membrane. This type of membrane reactor can be used for consecutive reactions or parallel reactions. Typical examples include partial oxidation of methane [97- Distribution of reactants: In some oxidation reactions, direct mixing of reactants can reduce reaction selectivity or increase explosion risk. In such cases, a membrane can act as a reactant distributor, increasing selectivity, minimizing risk, and utilizing the heat generated by exothermic reactions to heat reactants. As shown in Figure 8a, the reactant D was distributed by the membrane and reacted with reactant A to generate products B and C at one side of the membrane. This type of membrane reactor can be used for consecutive reactions or parallel reactions. Typical examples include partial oxidation of methane [97][98][99][100][101][102], oxidative coupling [26], and oxidative dehydrogenation of hydrocarbons [103,104]. By controlling the addition of reactant, the consecutive reaction can be controlled in the middle step or the desired reaction in the parallel reaction can be carried out preferentially, thus improving the yield of the target product. Typically, MIEC membranes are used for oxygen distribution, while MPEC membranes are used for hydrogen distribution.
Removal of products: In equilibrium-limited reactions, removing the products can shift the chemical equilibrium and increase the single-pass conversion. This can be achieved by using a membrane to selectively remove one of the products. As shown in Figure 8b, where A is a reactant and B and D are products, removing D via the membrane process shifts the equilibrium towards the desired direction. Mixed conducting membranes can be used to selectively remove oxygen or hydrogen from the reaction mixture, depending on the specific reaction and application. For example, perovskite membranes have been used for the CO 2 thermal decomposition [105], where the removal of oxygen can enhance the selectivity towards CO production, other reactions were also reported, such as water spitting [106] and NO x decomposition [107]. Similarly, perovskite membranes have been used for hydrogenation and dehydrogenation reactions, where the removal of hydrogen can improve the yield of the target product. Example reactions are water gas shift reaction [108], ammonia decomposition reaction [109], alkane to olefin reaction [110], methane steam reforming reaction [111] and methane to aromatic reaction [112,113].
Coupling of multiple reactions: A new function has been developed that combines the functions of dense ceramic membranes for reactant distribution and product removal on both sides of the membrane. In this design, reactant E decomposes to D and F on one side of the membrane, with D permeating through the membrane to react with A and produce B and C on the other side (Figure 8c). For example, a membrane reactor can be used to couple the decomposition reactions (such as CO 2 , H 2 O and NO X decomposition) with the preferential reaction (such as partial oxidation of methane [98,99,114,115] or hydrogen oxidation [116]) to consume the oxygen or hydrogen and increase the conversion of decomposition. Particularly, a membrane reactor can be used to couple exothermic and endothermic reactions to achieve an autothermic condition. In this case, the heat generated by the exothermic reaction is used to drive the endothermic reaction, resulting in a self-sustaining process [117,118].
Reactions that can be performed in ion-conducting ceramic membrane reactors are summarized in Table 3.

Partial Oxidation of Methane
Partial oxidation of methane is a chemical reaction in which methane is reacted with a limited amount of oxygen to produce a mixture of carbon monoxide and hydrogen gas, known as syngas. The produced syngas can then be converted into liquid fuel (methanol) and hydrogen using Fischer-Tropsch synthesis and water gas shift reactions, respectively [10,99]. The partial oxidation of methane is an exothermic reaction that releases heat as the reaction proceeds. If the heat generated by the reaction is not effectively dissipated, the temperature of the reaction mixture can increase rapidly, leading to a phenomenon known as temperature runaway [98]. Temperature runaway can cause several problems, including reduced product selectivity, increased energy consumption, and potential damage to the reactor. To prevent temperature runaway in the partial oxidation of methane, one approach is to control the oxygen flow rate and the reaction temperature to maintain a steady-state condition.
Perovskite oxygen-permeable membranes have been developed for use in partial oxidation reactions, including the partial oxidation of methane. These materials have the ability to selectively transport oxygen ions across the membrane, which can be used to regulate the rate of oxygen supply to the reaction zone and help prevent temperature runaway. The use of mixed conducting membranes enables the separation of oxygen from air as the oxidant without introducing nitrogen into the reaction compartment, simplifying the purification of product streams and reducing syngas production costs [38]. Efforts have been made to improve the oxygen permeability and chemical stability of the membrane materials, resulting in the development of materials such as Ba-Sr-Co-Fe by Shao et al. [119] and Ba-Co Fe-Zr by Tong et al. [120].
The stability of perovskite materials in methane partial oxidation reactions is a significant challenge that limits their further application. The harsh operating conditions of methane partial oxidation can cause perovskite materials to undergo structural changes, which can lead to a decrease in oxygen permeability [121]. One potential solution to this problem is the use of K 2 NiF 4 -type materials or dual-phase materials. Dong et al. proposed a self-catalytic membrane reactor for POM reactions based on an asymmetric MIEC membrane [122,123]. La 2 NiO 4+δ , which has catalytic activity for CH 4 reforming, is used as both the porous support and the catalyst precursor. In the initial reaction stage of the POM reaction, CH 4 reacts with La 2 NiO 4+δ to form CO and H 2 , and simultaneously, part of La 2 NiO 4+δ on the surface of the support is reduced to nickel metal and La 2 O 3 .
Zhu et al. [24] investigated oxygen permeation and partial oxidation of methane (POM) in 75 wt% Ce 0.85 Sm 0.15 O 1.925 -25 wt% Sm 0.6 Sr 0.4 FeO 3−δ (SDC-SSF) dual-phase composite membrane reactors. The dual-phase membrane consists of a fluorite-type oxide ionic conductor (SDC) for oxide ion transport and a perovskite-type mixed conductor (SSF) for both oxide ion and electron transport. The permeation flux remained constant during the investigated period (>500 h) once a steady state was reached. The dual-phase membrane reactors achieved successful long-term operation of POM with methane conversion and CO selectivity >98% when pure methane was used as the feed. Characterization revealed good structural stability for the dual-phase membrane even after long-term operation under syngas production conditions. Jin's group modified a single hollow-fiber membrane into a multi-channel hollow-fiber membrane to increase its mechanical strength and build a more robust membrane reactor [94][95][96]. The reactor's capacity increases with more membrane channels. Table 4 provides further performance comparisons.

Oxidative Coupling of Methane
Methane oxidative coupling (OCM) to produce ethylene or ethane is a promising process for converting methane into more valuable C2 products. However, the oxidation rate of desired C2 products is higher than that of methane, leading to a limited yield of products [35]. In addition, the formation of CO x in the gas phase reaction and the 25% equilibrium conversion rate of OCM reaction are also problematic.
To address these issues, researchers have focused on using dense oxygen-permeable ceramic membranes for oxidative methane coupling. One promising approach involves the use of mixed conducting oxides, such as La 0.2 Sr 0.8 CoO 3−δ , Ba 0.5 Sr 0.5 Co 0.8 Fe 0.2 O 3−δ , and BaCe 0.8 Gd 0.2 O 3−δ , which have shown good OCM catalytic properties with C2 yields ranging from 14% to 16% and C2 selectivity from 40% to over 80% [34]. The BaCe 0.8 Gd 0.2 O 3−δbased membrane/catalyst system in particular has demonstrated excellent carbon resistance at low O 2 /CH 4 ratios and high and stable selectivity to C2+ products.
Compared to perovskite and fluoride materials, other materials such as Bi 1.5 Y 0.3 Sm 0.2 O 3−δ (BYS) have also exhibited good performance in methane coupling reactions. A BYS membrane reactor achieved a 35% yield of C2 product, which is higher than the commercial consideration threshold of C2 at around 30% [133]. The BYS material is highly oxygen permeable and catalytically active for OCM, with good chemical and mechanical stability under OCM conditions. When BYS is deposited as the OCM catalyst, a micro-structured La 0.6 Sr 0.4 Co 0.2 Fe 0.8 O 3−δ (LSCF) hollow-fiber membrane can achieve higher oxygen permeation rate and methane conversion, provided the BYS particles are small and uniformly dispersed [134]. Furthermore, the distributed feed of oxygen in the form of dissociated or ionized oxygen can react with methane on the surface of the membrane or the catalyst, minimizing the formation of CO x and increasing the selectivity of C2 hydrocarbons.

Oxidative Dehydrogenation of Hydrocarbons
The demand for olefins, particularly ethylene and propylene, is expected to increase significantly. One potential route to produce these compounds is through the oxidative dehydrogenation (ODH) of alkanes. This method offers advantages such as being exothermic and having the presence of oxygen limit coke formation [135]. However, the yields of ethylene or propylene in the existing catalytic reaction are too low for commercial applications. One of the main challenges is the fact that the desired products are more readily oxidized to CO x . By using dense ceramic membranes as oxygen distributors, the contact of the catalyst with oxygen can be minimized, leading to improved target product yield.
Many researchers have confirmed this general expectation [102,103,136]. Wang et al. [102] used a BaCo x Fe y Zr z O 3−δ (BCFZ) hollow fiber for oxidative dehydrogenation of the ethane to ethylene reaction. However, the best ethylene selectivity of 64% was lower than the 79% obtained with the BCFZ disk membrane. This difference was mainly attributed to the different contact time on the two membrane configurations. To further study this problem, researchers divided a hollow fiber into several segments along the axial direction [103,104]. As shown in Figure 9, oxygen permeation zones and inert zones coated with gold paste are arranged alternately. The highest propene selectivity of 75% was observed at a propane conversion of 26% and 625 • C (88% total olefin selectivity), while the best propene yield of 36% was achieved at 725 • C (69% total olefin selectivity).
The oxidative dehydrogenation of the propane reaction was investigated using a catalytic BaBi 0.05 Co 0.8 Nb 0.15 O 3−δ perovskite hollow-fiber membrane reactor. The results showed that high C 3 H 6 yield (~50%) and selectivity (~74%) can be achieved, which are more than double the yield and selectivity obtained in a conventional co-feed mode reactor [137]. In a study using parametric modeling, the oxidative dehydrogenation of propane was investigated in a La 0.6 Sr 0.4 Co 0.2 Fe 0.8 O 3−δ (LSCF) hollow-fiber membrane reactor. The oxygen permeation flux was found to be dependent on temperature, gas atmosphere, and membrane thickness. The highest projected flux of 10.2 mL (STP) cm −2 min −1 was achieved through a 0.2 mm thick fiber at 1100 • C. Simulation results showed that the optimum C 3 H 6 selectivity of 91% was achieved at 1000 • C when C 3 H 8 conversion reached 58% [138].
However, the high operating temperature and oxygen flux may cause excessive oxidation in practical experiments, which can ultimately reduce performance [137]. The oxidative dehydrogenation of the propane reaction was investigated using a catalytic BaBi0.05Co0.8Nb0.15O3−δ perovskite hollow−fiber membrane reactor. The results showed that high C3H6 yield (~50%) and selectivity (~74%) can be achieved, which are more than double the yield and selectivity obtained in a conventional co−feed mode reactor [137]. In a study using parametric modeling, the oxidative dehydrogenation of propane was investigated in a La0.6Sr0.4Co0.2Fe0.8O3−δ (LSCF) hollow−fiber membrane reactor. The oxygen permeation flux was found to be dependent on temperature, gas atmosphere, and membrane thickness. The highest projected flux of 10.2 mL (STP) cm −2 min −1 was achieved through a 0.2 mm thick fiber at 1100 °C. Simulation results showed that the optimum C3H6 selectivity of 91% was achieved at 1000 °C when C3H8 conversion reached 58% [138]. However, the high operating temperature and oxygen flux may cause excessive oxidation in practical experiments, which can ultimately reduce performance [137]. Table 5 provides additional performance comparisons of OCM and ODH reactions.

Water Splitting Reaction
Water is an inexpensive industrial material, so it has been considered for producing hydrogen by splitting it into oxygen and hydrogen at high temperatures (H 2 O(g) = H 2 + 1 2 O 2 ). However, the equilibrium constant of the water dissociation reaction is very small, resulting in only 0.1% of hydrogen and 0.042% of oxygen being generated at 1600 • C. In comparison with the steam electrolysis process, the application of oxygen or hydrogen-permeable mixed conduction membranes can disrupt the balance and shift it towards the product side, without the need for extra power or circuit [145][146][147]. For instance, a 0.13 mm thick dual-phase membrane, composed of 60% Gadolinia-Doped Ceria (GDC) and 40% metal by volume, was used for directly separating hydrogen from water splitting [145]. The production rate of hydrogen is 0.6 cm 3 cm −2 ·min −1 at 900 • C.

Alkane to Olefin Reaction
In the non-oxidative coupling of methane to C2 products, hydrogen removal via a mixed proton-electronic membrane reactor can significantly improve the C2 yield [148]. This reactor continuously removes hydrogen from the dehydrogenation reaction of methane, thus shifting the reaction equilibrium towards the product side. In contrast to the oxygen distributor membrane reactor, the hydrogen removal membrane reactor can restrict CO x by-products, since no oxygen is introduced, and thus the selectivity is likely higher. Further research on applying mixed electronic protonic conducting ceramic membranes in direct coupling of methane into C2 products has been focused on preparing ultrathin separation layers and achieving a large ratio of membrane area to volume of membrane module, as well as improving the catalytic properties of the membranes through catalyst loading by various methods [149]. So far, the preparation of ultrathin ceramic membranes remains a significant challenge in membrane fabrication technology.
In a product removal reactor, dense ceramic membranes are typically employed to eliminate hydrogen generated during the decomposition process. In traditional chemical processes such as methane partial oxidation (CH 4 + 1 2 O 2 = CO + 2H 2 ), steam reforming of natural gas (CH 4 + H 2 O = CO + 3H 2 ), water gas shift reaction (CO + H 2 O = CO 2 + H 2 ), or gasification of heavy carbonaceous materials, dense membranes can be used to separate hydrogen from the resulting high-temperature hydrogen mixtures. By recovering hydrogen from high-temperature and high-pressure streams without cooling or depressurizing, the system's efficiency and performance can be enhanced. Recovered hydrogen is 100% pure, thereby reducing the cost of producing pure hydrogen.

Coupling of Reactions
The coupling of two or more reactions in one membrane reactor has been proposed as a sustainable process for the future. This approach allows for the integration of different reaction steps into a single system, and for simultaneous execution of multiple reactions with different requirements for reactant addition and product removal, which can lead to improved reaction efficiency, reduced energy consumption, and lower greenhouse gas emissions. Some thermodynamically unfavorable reactions (such as CO 2 decomposition or water splitting) may be promoted by introducing an active reaction (such as the POM) on the other side of the membrane (Figure 8).

CO 2 Decomposition
One example of such a reactor is the thermal decomposition of carbon dioxide (TDCD) to CO and O 2 . This reaction is limited by thermodynamic equilibrium and is challenging to realize in a conventional fixed-bed reactor. However, with a membrane reactor, this problem can be solved [150]. In the work of Jin et al. [150][151][152], an MIEC membrane reactor was used to integrate the TDCD and POM processes into a single unit. TDCD occurred on one side of the membrane, and the POM occurred simultaneously on the other side. This process produced H 2 and CO through the reaction of methane with oxygen, which permeated through the membrane from CO 2 decomposition, over supported transition Membranes 2023, 13, 621 20 of 31 metal catalysts. This work indicates that MIEC membrane reactors may play a crucial role in effectively utilizing fossil energy and greenhouse gases. However, the MIEC membrane reactor's stability was found to be no longer than 60 h, and the membrane broke significantly due to erosion by CO 2 and reducing atmospheres. Future research may focus on developing MIEC materials with high stability in both CO 2 and reducing atmospheres. It is worth noting that the proposed catalytic process can also be extended to the decomposition of other oxygen-containing molecules (such as NO x and H 2 O) and the oxidation of light alkanes (such as ethane and propane).

NO x Decomposition
Nitrogen oxide (NO x ) is an important atmospheric pollutant that has attracted significant attention. Direct catalytic decomposition of NO x to N 2 and O 2 is an attractive and economical route for NO x reduction. Jiang et al. [153] proposed an interesting process that combined the decomposition of nitrous oxide (N 2 O) with the oxidation steam reforming of methane in a BCFZ hollow-fiber membrane reactor. N 2 O was catalytically decomposed on the membrane surface of the core side to produce N 2 and surface oxygen species (O*), which were removed as oxygen ions (O 2− ) through the membrane. Meanwhile, methane and water were fed to the permeate side of the membrane to react with the permeated oxygen and produce syngas. By using the MIEC membrane for in situ oxygen removal, the N 2 O decomposition was promoted, overcoming the equilibrium limitation. At 875 • C, a nearly 100% N 2 O conversion was achieved when the N 2 O concentration was in the range of 5% to 50% in the feed gas. The same group further studied a similar process in which NO was used instead of N 2 O as the feed gas in the membrane reactor [154]. An almost 100% NO conversion and 95% N 2 yield were achieved at 875 • C, even with 3% O 2 coexisting in the feed.

Water Splitting
Direct thermochemical water splitting is highly endothermic, so coupling it with an exothermic reaction is preferable. Jiang et al. [155] studied this concept first. They combined water splitting with POM in a BCFZ hollow-fiber membrane reactor with a Ni-based catalyst on the membrane surface. At high temperature, water decomposed into hydrogen and oxygen on the membrane surface of the core side. Oxygen permeated from the core to the shell side of the hollow fiber, where it was consumed by the POM reaction to form syngas. The advantage of this process is the continuous production of pure hydrogen as well as syngas. Furthermore, the highly endothermic property of water splitting can be partially compensated by the exothermic POM reaction. Cao et al. [156] achieved the combination of thermal water splitting with oxidative coupling of methane (OCM) to produce ethane and ethylene using an asymmetric Ba 0.5 Sr 0.5 Co 0.8 Fe 0.2 O 3−δ disc membrane with a 2wt% Mn-5wt% Na 2 WO 4 catalyst. Oxygen generated from thermal water splitting was transported through the dense BSCF membrane and consumed during the coupling of methane. At 950 • C, approximately 9% of the injected H2O was converted to hydrogen, with a production rate of about 3.3 mL cm −2 min −1 with 26% CH 4 conversion and 6.5% C2 selectivity.
Another innovative approach to obtain purified hydrogen is the combination of water splitting with oxidative steam reforming of ethanol, developed by Zhu et al. [118]. They used a tubular SrCo 0.4 Fe 0.5 Zr 0.1 O 3−δ membrane reactor packed with Ni catalyst to achieve a highly effective and sustainable route for H 2 production. Water splitting occurred at the tube side of the membrane, while the oxidative steam reforming of ethanol occurred at the shell side. Ethanol and water reacted with oxygen, which permeated through the membrane upon water dissociation, to produce H 2 and CO 2 over supported transition metal catalysts. These two reactions were coupled to the opposite sides of the oxygenpermeable membrane. At 750 • C, the hydrogen production rates on the ethanol side and the water side were 6.8 and 1.8 mLcm −2 min −1 , respectively ( Figure 10). oxygen−permeable membrane. At 750 °C, the hydrogen production rates on the ethanol side and the water side were 6.8 and 1.8 mLcm −2 min −1 , respectively ( Figure 10). A membrane reactor can also be used for gas purification. Li et al. proposed using MIEC oxygen−permeable membranes to obtain high−purity hydrogen via the water splitting reaction [116]. To achieve this, low−purity hydrogen was fed to one side of the membrane (side I) and steam was fed to the other side (side II) ( Figure 11). Oxygen produced from water splitting on side II permeates through the membrane, driven by an oxygen chemical potential gradient across the membrane, to react with the low−purity hydrogen on side I. High−purity hydrogen is then acquired after condensation and drying. A high hydrogen separation rate of up to 16.3 mL cm −2 min −1 was achieved on an asymmetric dual−phase membrane at 900 °C.

Challenges
Dense ceramic membrane reactors have shown significant potential for various energy and environment−related applications, such as hydrogen production, methane conversion, CO2 capture and utilization, and harmful gas treatment. However, despite their potential, the commercialization of dense ceramic membrane reactors has been slow, and there are several challenges that need to be addressed before their widespread use can be realized.
One of the major challenges with perovskite membrane reactors is their high energy demand, which is required to maintain the operating temperature, generally above 700 Figure 10. Schematic diagram of the water splitting and oxidative steam reforming coupling membrane reactor. Reprinted with permission from Ref. [118]. Copyright 2012 Royal Society of Chemistry.
A membrane reactor can also be used for gas purification. Li et al. proposed using MIEC oxygen-permeable membranes to obtain high-purity hydrogen via the water splitting reaction [116]. To achieve this, low-purity hydrogen was fed to one side of the membrane (side I) and steam was fed to the other side (side II) ( Figure 11). Oxygen produced from water splitting on side II permeates through the membrane, driven by an oxygen chemical potential gradient across the membrane, to react with the low-purity hydrogen on side I. High-purity hydrogen is then acquired after condensation and drying. A high hydrogen separation rate of up to 16.3 mL cm −2 min −1 was achieved on an asymmetric dual-phase membrane at 900 • C.
oxygen−permeable membrane. At 750 °C, the hydrogen production rates on the ethanol side and the water side were 6.8 and 1.8 mLcm −2 min −1 , respectively ( Figure 10). A membrane reactor can also be used for gas purification. Li et al. proposed using MIEC oxygen−permeable membranes to obtain high−purity hydrogen via the water splitting reaction [116]. To achieve this, low−purity hydrogen was fed to one side of the membrane (side I) and steam was fed to the other side (side II) ( Figure 11). Oxygen produced from water splitting on side II permeates through the membrane, driven by an oxygen chemical potential gradient across the membrane, to react with the low−purity hydrogen on side I. High−purity hydrogen is then acquired after condensation and drying. A high hydrogen separation rate of up to 16.3 mL cm −2 min −1 was achieved on an asymmetric dual−phase membrane at 900 °C.

Challenges
Dense ceramic membrane reactors have shown significant potential for various energy and environment−related applications, such as hydrogen production, methane conversion, CO2 capture and utilization, and harmful gas treatment. However, despite their potential, the commercialization of dense ceramic membrane reactors has been slow, and there are several challenges that need to be addressed before their widespread use can be realized.
One of the major challenges with perovskite membrane reactors is their high energy demand, which is required to maintain the operating temperature, generally above 700 Figure 11. Oxygen-permeable membrane reactor for hydrogen purification. Reprinted with permission from Ref. [116]. Copyright 2016 John Wiley and Sons.

Challenges
Dense ceramic membrane reactors have shown significant potential for various energy and environment-related applications, such as hydrogen production, methane conversion, CO 2 capture and utilization, and harmful gas treatment. However, despite their potential, the commercialization of dense ceramic membrane reactors has been slow, and there are several challenges that need to be addressed before their widespread use can be realized.
One of the major challenges with perovskite membrane reactors is their high energy demand, which is required to maintain the operating temperature, generally above 700 • C. The use of electric heating results in high energy consumption and a large carbon emission load. Solar thermo processes have been proposed as a promising solution to this challenge. For example, the current dish-type solar thermal system can achieve a thermalto-electric conversion efficiency of 75%; however, the average photoelectric conversion efficiency of current commercial photovoltaic components is only about 15% [157]. Additionally, using solar thermal energy to drive the hydrogen production process can store low-energy-density solar energy in high-energy-density and green hydrogen. Thus, solar thermal-driven hydrogen production processes have been widely implemented worldwide, including solar-driven chemical chain hydrogen production [158], steam reforming gasification [159], and thermal cracking gasification hydrogen production [160]. Research on using concentrated solar energy with CMRs is currently a hot and frontier topic, including high-temperature water decomposition hydrogen production [161], carbon dioxide decomposition [162], and non-oxidative methane dehydroaromatization [163]. For instance, Tou et al. [164] used a solar concentrating system to heat a catalytic membrane reactor, generating 3500 suns of irradiance and heating the reactor to 1600 • C, with a carbon dioxide decomposition rate greater than 1.44 µmol·cm −2 ·min −1 . Liang et al. [165] used a Ce 0.9 Pr 0.1 O 2−δ -Pr 0.6 Sr 0.4 FeO 3−δ dual-phase oxygen transport membrane reactor with a solar oven (as shown in Figure 12). The reactor produced synthesis gas with a production rate of 1.3 mL min −1 cm −2 , H 2 O conversion above 1.7%, and CO 2 conversion above 4.2% (930 • C, H 2 O/CO 2 feed ratio of 5:1).
°C. The use of electric heating results in high energy consumption and a large carbon emission load. Solar thermo processes have been proposed as a promising solution to this challenge. For example, the current dish−type solar thermal system can achieve a thermal−to−electric conversion efficiency of 75%; however, the average photoelectric conversion efficiency of current commercial photovoltaic components is only about 15% [157]. Additionally, using solar thermal energy to drive the hydrogen production process can store low−energy−density solar energy in high−energy−density and green hydrogen. Thus, solar thermal−driven hydrogen production processes have been widely implemented worldwide, including solar−driven chemical chain hydrogen production [158], steam reforming gasification [159], and thermal cracking gasification hydrogen production [160]. Research on using concentrated solar energy with CMRs is currently a hot and frontier topic, including high−temperature water decomposition hydrogen production [161], carbon dioxide decomposition [162], and non−oxidative methane dehydroaromatization [163]. For instance, Tou et al. [164] used a solar concentrating system to heat a catalytic membrane reactor, generating 3500 suns of irradiance and heating the reactor to 1600 °C, with a carbon dioxide decomposition rate greater than 1.44 µmol·cm −2 ·min −1 . Liang et al. [165] used a Ce0.9Pr0.1O2−δ−Pr0.6Sr0.4FeO3−δ dual−phase oxygen transport membrane reactor with a solar oven (as shown in Figure 12). The reactor produced synthesis gas with a production rate of 1.3 mL min -1 cm -2 , H2O conversion above 1.7%, and CO2 conversion above 4.2% (930 °C, H2O/CO2 feed ratio of 5:1). Another challenge is the need for efficient and selective catalysts that can work effectively with ceramic membranes. The choice of catalyst can significantly impact the efficiency and selectivity of the reactions, and the cost and stability of the catalysts can also be a significant factor. Metal catalysts (iron, nickel, copper, palladium, etc.) are widely used in ceramic membrane reactors [118,151]. People usually disperse metal particles on a substrate to maximize the accessible specific surface area of the catalyst and thus improve the catalytic activity. However, the metal particles loaded on the surface of the substrate by conventional preparation methods, including impregnation, co−precipitation and deposition, often tend to sinter and grow after high−temperature annealing (>700 °C), Figure 12. Conceptual solar-driven propane dehydrogenation system integrated with HPM reactor. Reprinted with permission from Ref. [165]. Copyright 2021 Elsevier.
Another challenge is the need for efficient and selective catalysts that can work effectively with ceramic membranes. The choice of catalyst can significantly impact the efficiency and selectivity of the reactions, and the cost and stability of the catalysts can also be a significant factor. Metal catalysts (iron, nickel, copper, palladium, etc.) are widely used in ceramic membrane reactors [118,151]. People usually disperse metal particles on a substrate to maximize the accessible specific surface area of the catalyst and thus improve the catalytic activity. However, the metal particles loaded on the surface of the substrate by conventional preparation methods, including impregnation, co-precipitation and deposition, often tend to sinter and grow after high-temperature annealing (>700 • C), resulting in a severe loss of their catalytic activity. Balancing the two main requirements of stability and activity has proven to be a difficult goal. In recent years, perovskite oxides have attracted much attention as cost-effective catalysts. Previous studies have demonstrated that the B-site active transition metals in perovskite oxides have the potential to grow in situ into metal nanoparticles and anchor on the surface after treatment with a reducing atmosphere (Figure 13a,b) [166][167][168]. These surface-anchored nanoparticles exhibit high stability against agglomeration and poisoning, as well as superior catalytic activity across multiple areas of application [169][170][171]. Jin et al. [172] first proposed employing homogenous Sr 0.9 (Fe 0.81 Ta 0.09 Ni 0.1 )O 3−δ perovskite catalysts with well-anchored FeNi 3 nanoparticles in a ceramic membrane reactor for methane partial oxidation reaction (Figure 13c). A great leap forward in the performance of catalytic membrane reactors has been achieved. The methane conversion, carbon monoxide selectivity and hydrogen selectivity reached 98%, 97% and 98%, respectively. The membrane severs in order to distribute oxygen, control the oxygen partial pressure and effectively prevent the dissolution of metal particles during oxidation reactions.
resulting in a severe loss of their catalytic activity. Balancing the two main requirements of stability and activity has proven to be a difficult goal. In recent years, perovskite oxides have attracted much attention as cost−effective catalysts. Previous studies have demonstrated that the B−site active transition metals in perovskite oxides have the potential to grow in situ into metal nanoparticles and anchor on the surface after treatment with a reducing atmosphere (Figure 13a,b) [166][167][168]. These surface−anchored nanoparticles exhibit high stability against agglomeration and poisoning, as well as superior catalytic activity across multiple areas of application [169][170][171]. Jin et al. [172] first proposed employing homogenous Sr0.9(Fe0.81Ta0.09Ni0.1)O3−δ perovskite catalysts with well−anchored FeNi3 nanoparticles in a ceramic membrane reactor for methane partial oxidation reaction (Figure 13c). A great leap forward in the performance of catalytic membrane reactors has been achieved. The methane conversion, carbon monoxide selectivity and hydrogen selectivity reached 98%, 97% and 98%, respectively. The membrane severs in order to distribute oxygen, control the oxygen partial pressure and effectively prevent the dissolution of metal particles during oxidation reactions. Figure 13. (a) Schematic illustration of particle exsolution on perovskite oxides, reprinted with permission from Ref. [171], copyright 2016 Springer Nature, (b) the SEM images of exsolved nanoparticles, reprinted with permission from Ref. [168], copyright 2013 Springer Nature, (c) schematic diagrams of the homologous design of CMRs, reprinted with permission from Ref. [172], copyright 2020 Elsevier.
Furthermore, there are also challenges related to scaling up the membrane fabrication from the laboratory to the industrial scale. Hollow−fiber membranes have been demonstrated to be preferable for practical applications. Typically, the fabrication process for perovskite hollow−fiber membranes involves multiple steps, including high−temperature synthesis of perovskite powder, phase inversion for spinning the hollow fiber precursor, and high−temperature sintering. These processes are not only labor, energy, and time consuming, they are also environmentally unfriendly and it is difficult to precisely control the cation stoichiometry of the perovskite oxides. The development of more efficient and sustainable methods for preparing perovskite hollow−fiber membranes could greatly facilitate the scaling up of membrane reactor technology for industrial use. Zhu et al. developed a one−step thermal processing approach for the fabrication of perovskite hollow fibers [173]. Unlike traditional methods, which require multiple steps and high temperatures, this approach directly introduces raw chemicals (such as oxides or carbonates) into the Figure 13. (a) Schematic illustration of particle exsolution on perovskite oxides, reprinted with permission from Ref. [171], copyright 2016 Springer Nature, (b) the SEM images of exsolved nanoparticles, reprinted with permission from Ref. [168], copyright 2013 Springer Nature, (c) schematic diagrams of the homologous design of CMRs, reprinted with permission from Ref. [172], copyright 2020 Elsevier.
Furthermore, there are also challenges related to scaling up the membrane fabrication from the laboratory to the industrial scale. Hollow-fiber membranes have been demonstrated to be preferable for practical applications. Typically, the fabrication process for perovskite hollow-fiber membranes involves multiple steps, including high-temperature synthesis of perovskite powder, phase inversion for spinning the hollow fiber precursor, and high-temperature sintering. These processes are not only labor, energy, and time consuming, they are also environmentally unfriendly and it is difficult to precisely control the cation stoichiometry of the perovskite oxides. The development of more efficient and sustainable methods for preparing perovskite hollow-fiber membranes could greatly facilitate the scaling up of membrane reactor technology for industrial use. Zhu et al. developed a one-step thermal processing approach for the fabrication of perovskite hollow fibers [173]. Unlike traditional methods, which require multiple steps and high temperatures, this approach directly introduces raw chemicals (such as oxides or carbonates) into the phase inversion process, and then converts them in situ into perovskite oxides during a single thermal processing step. This approach also successfully avoids the reaction of perovskite oxide with solvent or non-solvent used in HF fabrication and achieved a controlled stoichiometry. For example, Ba 0.5 Sr 0.5 Co 0.8 Fe 0.2 O 3−δ hollow-fiber membranes have been successfully fabricated using this approach, and exhibit high oxygen permeation flux values that exceed the desired commercial targets (Figure 14). phase inversion process, and then converts them in situ into perovskite oxides during a single thermal processing step. This approach also successfully avoids the reaction of perovskite oxide with solvent or non−solvent used in HF fabrication and achieved a controlled stoichiometry. For example, Ba0.5Sr0.5Co0.8Fe0.2O3−δ hollow−fiber membranes have been successfully fabricated using this approach, and exhibit high oxygen permeation flux values that exceed the desired commercial targets (Figure 14).

Conclusions and Outlook
In conclusion, the utilization of ion−conducting ceramic membranes, specifically MIEC and MPEC membranes, in membrane reactors offers a promising opportunity for sustainable chemical production. These membranes possess the ability for selective gas separation at elevated temperatures, ultimately reducing by−product formation and facilitating the utilization of thermal effects to promote chemical reactions. The integration of CMRs provides a plethora of benefits, including partial oxidation of methane to syngas, steam reforming for hydrogen production, and thermal decomposition of carbon dioxide. In addition to the production of high−value chemicals and hydrogen from natural gas, the utilization of biomass is a crucial area for the future development of CMRs. Biomass fermentation offers a significant advantage as a renewable energy source, enabling the production of biofuels such as bioethanol and biomethane. One distinguishing feature of biomass−based systems is their CO2 neutrality. During the biofuel production process, the CO2 emitted is absorbed by biomass growth, resulting in a closed carbon cycle and a reduced carbon footprint. The application of a membrane reactor for the oxidation steam reforming of bioethanol or biomethane shows great potential for efficient hydrogen production. Additionally, an intriguing area for future research involves integrating the oxidation steam reforming of biofuels with water splitting in a dense ceramic membrane reactor. This integration would enable high hydrogen productivity on both sides of the membrane, further enhancing the overall system efficiency.
Despite their significant potential in various reactions, the commercialization of dense ceramic membrane reactors remains sluggish due to several challenges that require addressing before their widespread use can be realized. One significant challenge is reducing the energy required for these processes by integrating renewable energy sources Figure 14. Schematic of perovskite hollow-fiber membranes fabrication approaches. (a) Traditional multi-step approach. (b) One-step thermal processing (OSTP) approach and perovskite hollow-fiber membranes evolution mechanism during single thermal processing. Reprinted with permission from Ref. [173]. Copyright 2017 John Wiley and Sons.

Conclusions and Outlook
In conclusion, the utilization of ion-conducting ceramic membranes, specifically MIEC and MPEC membranes, in membrane reactors offers a promising opportunity for sustainable chemical production. These membranes possess the ability for selective gas separation at elevated temperatures, ultimately reducing by-product formation and facilitating the utilization of thermal effects to promote chemical reactions. The integration of CMRs provides a plethora of benefits, including partial oxidation of methane to syngas, steam reforming for hydrogen production, and thermal decomposition of carbon dioxide. In addition to the production of high-value chemicals and hydrogen from natural gas, the utilization of biomass is a crucial area for the future development of CMRs. Biomass fermentation offers a significant advantage as a renewable energy source, enabling the production of biofuels such as bioethanol and biomethane. One distinguishing feature of biomass-based systems is their CO 2 neutrality. During the biofuel production process, the CO 2 emitted is absorbed by biomass growth, resulting in a closed carbon cycle and a reduced carbon footprint. The application of a membrane reactor for the oxidation steam reforming of bioethanol or biomethane shows great potential for efficient hydrogen production. Additionally, an intriguing area for future research involves integrating the oxidation steam reforming of biofuels with water splitting in a dense ceramic membrane reactor. This integration would enable high hydrogen productivity on both sides of the membrane, further enhancing the overall system efficiency.
Despite their significant potential in various reactions, the commercialization of dense ceramic membrane reactors remains sluggish due to several challenges that require addressing before their widespread use can be realized. One significant challenge is reducing the energy required for these processes by integrating renewable energy sources such as solar thermal energy. Furthermore, the development of efficient catalytic structures with stable nanostructures at high temperatures is critical to the success of these processes. Lastly, large-scale membrane fabrication strategies must be developed to enable the commercialization of these membranes. Overall, this review provides a comprehensive overview of the various types of membrane reactors, their principles, advantages, disadvantages, and key issues. Additionally, the paper discusses the configuration and design of catalytic membrane reactors and provides insights into the challenges of scaling up membrane reactors from experimental stages to practical applications. The future of dense ceramic catalytic membrane reactors is promising, and further research and development can lead to significant advancements in the field of sustainable chemical production.

Data Availability Statement:
No new data were created or analyzed in this study. Data sharing is not applicable to this article.

Conflicts of Interest:
The authors declare no conflict of interest.