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Article

Utilization of MnFe2O4 Redox Ferrite for Solar Fuel Production via CO2 Splitting: A Thermodynamic Study

1
Department of Civil and Chemical Engineering, University of Tennessee at Chattanooga, 615 Mccallie Ave., Chattanooga, TN 37403, USA
2
Department of Chemical Engineering, College of Engineering, Qatar University, Doha P.O. Box 2713, Qatar
3
Department of Chemical and Life Science Engineering, Virginia Commonwealth University, Richmond, VA 23284, USA
4
Department of Chemical and Biological Engineering, South Dakota School of Mines and Technology, Rapid City, SD 57701, USA
*
Author to whom correspondence should be addressed.
Energies 2023, 16(14), 5479; https://doi.org/10.3390/en16145479
Submission received: 2 June 2023 / Revised: 14 July 2023 / Accepted: 17 July 2023 / Published: 19 July 2023
(This article belongs to the Special Issue Solar Thermochemical Fuel Production)

Abstract

:
A thermodynamic efficiency analysis of M n F e 2 O 4 -based CO2 splitting (CDS) cycle is reported. HSC Chemistry software is used for performing the calculations allied with the model developed. By maintaining the reduction nonstoichiometry equal to 0.1, variations in the thermal energy required to drive the cycle and solar-to-fuel energy conversion efficiency as a function of the ratio of the molar flow rate of inert sweep gas to the molar flow rate of Mn-ferrite, reduction temperature, and gas-to-gas heat recovery effectiveness are studied. This study confirms that the thermal reduction temperature needed to achieve reduction nonstoichiometry equal to 0.1 is reduced when the inert gas flow rate is increased. Conversely, due to the requirement of the additional energy to heat the inert gas, the thermal energy required to drive the cycle is upsurged considerably. As the solar-to-fuel energy conversion efficiency depends significantly on the thermal energy required to drive the cycle, a reduction in it is recorded. As the ratio of the molar flow rate of inert sweep gas to the molar flow rate of Mn-ferrite is increased from 10 to 100, the solar-to-fuel energy conversion efficiency is decreased from 14.9% to 9.9%. By incorporating gas-to-gas heat recovery, a drastic drop in the thermal energy required to drive the cycle is attained which further resulted in a rise in the solar-to-fuel energy conversion efficiency. The maximum solar-to-fuel energy conversion efficiency (17.5%) is achieved at the ratio of the molar flow rate of inert sweep gas to the molar flow rate of Mn-ferrite equal to 10 as well as 20 when 90% of gas-to-gas heat recovery is applied.

1. Introduction

The average atmospheric CO2 concentration is equal to 422.52 ppm as of 7 July 2023, higher by 3.37 ppm when compared to 8 July 2022. This continuous increase in the atmospheric CO2 concentration is considerably harmful as it helps global warming through the greenhouse effect [1]. For example, the 4th of July 2023 has been recorded as the hottest day on the planet in as many as 125,000 years. The hazardous effects associated with the ongoing emissions of CO2 can be resolved by using technologies such as the solar thermochemical CO2 splitting (CDS) cycle [2]. This cycle can split CO2 into CO by using solar thermal power. The solar thermochemical community’s final aim is to produce solar syngas by combining CO from CDS and H2 from H2O splitting (WS) [3]. Various fuels can be manufactured using the catalytic Fischer Tropsch process using solar syngas.
In addition to electrocatalysis [4], the redox chemistry associated with the metal oxides (MOs) drives the solar thermochemical cycle. Several MOs redox systems have been investigated for both CDS and WS. The list includes ZnO/Zn [5,6], SnO2/SnO/Sn [7,8], Fe3O4/FeO/Fe [9,10], ferrites [11,12], ceria [13,14], doped ceria [15,16], perovskites [17,18], and others [19,20]. Among all the MOs mentioned above, ferrites (doped iron oxides) were examined for WS application more than CDS. The ferrites investigated until now mainly includes NiFe2O4 [21], CoFe2O4 [22], ZnFe2O4 [23], Sn-ferrite [24], Mg-ferrite [25], Ni-Zn-ferrite [26], and Ni-Mg-ferrite [27].
Mn-ferrite ( M n F e 2 O 4 ) was also tested for H2 generation via WS reactions. Mn-ferrite seems advantageous for the redox reactions associated with the thermochemical WS and CDS as it carries the unique combination of a Mn-based oxide (variable Mn valance in-between 3 and 4) and an Fe-based oxide (variable Fe valance is in-between 2 and 3). A redox system of Mn-ferrite/ZnO/H2O was examined for WS application at 1273 K [28]. A total of 70% of the theoretical H2 production is reported to be carried out by Mn-ferrite nanoparticles produced via ball milling [29]. Solid-state synthesized Mn-ferrite showed a five-times-lower H2 production aptitude than the Mn-ferrite prepared using high-energy ball milling [30]. The rate of H2 production via WS reaction was higher in the case of Mn-ferrite as compared to Z n F e 2 O 4 and F e 2 O 3 [31]. A powdered mixture of Mn-ferrite and CaO produced 0.4 to 0.9 mL of H2/g in three WS cycles performed at 1273 K [32]. A study also reported that the Mn-ferrite became segregated during the WS reaction [33]. Sol–gel-derived Mn-ferrite nanoparticles were also tested for H2 production via thermochemical WS reaction [34].
All the studies mentioned above are experimental investigations of the Mn-ferrite-based WS cycle. Besides experimentally determined fuel production capacity, estimation of the solar-to-fuel energy conversion efficiency (   η s o l a r t o f u e l ) is also essential for judging a MO’s suitability for solar thermochemical cycles. Recently, the   η s o l a r t o f u e l of the Mn-ferrite-based WS cycle has been reported [35]. However, this study estimates the   η s o l a r t o f u e l without considering the thermal energy requirements allied with the heating of inert sweeping gas and separation of gaseous components. Additionally, using Mn-ferrite-based redox reactions for CDS has not yet been studied. Hence, in this investigation, a theoretical model for the M n F e 2 O 4 -based CDS cycle is developed, and a detailed thermodynamic efficiency analysis is carried out.   η s o l a r t o f u e l is calculated by considering the energy penalties associated with the heating of inert sweep gas and the separation of inert/O2 and CO2/CO gas mixtures.

2. Thermodynamic Model and Equations

By considering the following assumptions, a thermodynamic model is developed for the determination of η s o l a r t o f u e l and other process parameters of the M n F e 2 O 4 -based CDS cycle. The developed thermodynamic model is presented in Figure 1.
(1)
All processes operated at steady-state;
(2)
Ideal gas behavior;
(3)
Reduction, as well as oxidation chambers, are operated at isothermal conditions;
(4)
Chemical equilibrium between the M n F e 2 O 4 and the gases;
(5)
The efficiency of an Ideal CO2/CO fuel cell equal to 100%;
(6)
All reactions undergo complete conversion;
(7)
Kinetic/potential energy and viscous losses are not considered;
(8)
No side reactions;
(9)
20% of thermal energy losses from the reduction chamber;
(10)
All the calculations are standardized to n ˙ M n F = 1 mol/s.
As shown in Figure 1, separate reaction chambers are installed to reduce and re-oxidize the Mn-ferrite, as per Equations (1) and (2). These two chambers are operated isothermally, i.e., the reduction chamber at a reduction temperature ( T r e d ) and the re-oxidation chamber at oxidation temperature ( T o x d ).
M n F e 2 O 4 M n F e 2 O 4 δ r e d + δ r e d 2 O 2
M n F e 2 O 4 δ r e d + ( δ r e d ) C O 2 M n F e 2 O 4 + ( δ r e d ) C O
The equations listed above show that the reduction and re-oxidation of M n F e 2 O 4 occurs in two separate steps. Step 1 deals with the release of O2 due to the thermal reduction of M n F e 2 O 4 . On the other hand, re-oxidation of M n F e 2 O 4 δ r e d is carried out in step 2, which results in the production of CO via thermochemical CDS. All the calculations are performed by assuming δ r e d = 0.1.
The inert sweeping gas method is applied to maintain the partial pressure of O2 in the reduction chamber. The entrance of the inert sweep gas in the reduction chamber is located at the state r e d 1 . Likewise, state r e d 2 indicates the exit of the inert sweep gas from the reduction chamber. M n F e 2 O 4 is shuttled in the reduction chamber from the state r e d 3 to r e d 4 . Estimation of the heat energy needed for the thermal reduction of M n F e 2 O 4 is carried out by using the following equation.
Q ˙ M n F r e d = n ˙ M n F H M n F e 2 O 4 M n F e 2 O 4 δ r e d + δ r e d 2 O 2
By using Equation (4), the thermal energy needed for the heating of M n F e 2 O 4 from T o x d to T r e d is calculated.
Q ˙ M n F s e n s = n ˙ M n F H M n F e 2 O 4 @ T o x d M n F e 2 O 4 @ T r e d
The thermal reduction of M n F e 2 O 4 results in the release of O2 from the ferrite crystal lattice. The released O2 is further conveyed away from the reduction chamber with the help of inert sweep gas. After exiting the reduction chamber, the gas mixture containing inert sweep gas and O2 is cooled down from T r e d to T s e p 1 by using HEX-2 (gas-to-gas heat exchanger). After cooling, the gas mixture is transported to separator-1 to separate O2 from the inert sweep gas. Separator-1 is operated with an assumed efficiency ( η s e p 1 ) equal to 15% and as per the process described in the published literature [36]. The heat energy required for the separation of O2 from inert sweep gas is calculated as per the following set of equations:
Q ˙ s e p 1 = n ˙ M n F T s e p 1 η s e p 1 ( Δ S m i x , r e d 2 Δ S m i x , r e d 1 )
Δ S m i x , r e d 1 = R n i n e r t ln ( 1 y O 2 , r e d 1 ) + n O 2 , r e d 1 l n y O 2 , r e d 1
Δ S m i x , r e d 2 = R n i n e r t ln ( 1 y O 2 , r e d 2 ) + n O 2 , r e d 2 l n y O 2 , r e d 2
HEX-3 (gas-to-gas heat exchanger) is placed in the model to reduce the temperature of O2 separated from the inert sweep gas from T s e p 1 to T 0 = 298 K. O2 is transferred to an ideal CO/O2 fuel cell after cooling. The inert sweep gas, separated from the O2, is heated from T s e p 1 to T r e d by going through three gas-to-gas heat exchangers (HEX-1, HEX-2, and HEX-3). If required, supplementary heat is provided with the help of auxiliary heater-1. The energy needed to heat the inert sweep gas is estimated as follows:
Q ˙ i n e r t h e a t = ε g g Q ˙ i n e r t + O 2 c o o l + Q ˙ O 2 c o o l + Q ˙ C O 2 c o o l + Q ˙ h e a t e r 1
where,
Q ˙ i n e r t h e a t = n ˙ i n e r t H i n e r t @ T s e p 1 i n e r t @ T r e d
Q ˙ i n e r t + O 2 c o o l = n ˙ i n e r t H i n e r t @ T r e d i n e r t @ T s e p 1 + n ˙ O 2 H O 2 @ T r e d O 2 @ T s e p 1
Q ˙ O 2 c o o l = n ˙ O 2 H O 2 @ T s e p 1 O 2 @ T 0
Q ˙ C O 2 c o o l = n ˙ C O 2 H C O 2 @ T s e p 2 C O 2 @ T 0
To carry out the thermochemical CDC, CO2 (in an excess amount, 10 δ r e d ) enters the oxidation chamber at the state o x d 3 . After completion of the CDC reaction, a gas mixture comprising unreacted CO2 and produced CO leaves the oxidation chamber at the state o x d 4 . Alternatively, M n F e 2 O 4 δ r e d is shuttled from states o x d 3 to o x d 4 in a counter-current fashion relative to the gases encountered. As the CDC reaction is carried out at T o x d = 1000 K, the temperature of M n F e 2 O 4 δ r e d is decreased from T r e d to T o x d with the help of HEX-1 (solid-to-solid heat exchanger). As the solid-to-solid heat recovery effectiveness ( ε s s ) is assumed to be zero, the heat energy liberated during the cooling of M n F e 2 O 4 δ r e d is not reused for the heating of M n F e 2 O 4 .   Q ˙ M n F o x d is assumed to be rejected to the ambient. The heat dissipated during CO production via CDC is computed using the following equation.
  Q ˙ M n F o x d = n ˙ M n F H M n F e 2 O 4 δ r e d + ( 10 δ r e d ) C O 2 M n F e 2 O 4 + ( 10 δ r e d δ r e d ) C O 2 + ( δ r e d ) C O
HEX-5 (gas-to-gas heat exchanger) and auxiliary heater-2 are installed in the model to pre-heat CO2 from T 0 to T o x d . Equation (14) calculates the heating energy in the case of CO2.
Q ˙ C O 2 h e a t = ε g g Q ˙ C O 2 + C O c o o l + Q ˙ h e a t e r 2
where,
Q ˙ C O 2 h e a t = n ˙ C O 2 H C O 2 @ T 0 C O 2 @ T o x d
Q ˙ C O 2 + C O c o o l = n ˙ C O 2 H C O 2 @ T o x d C O 2 @ T s e p 2 + n ˙ C O H C O @ T o x d C O @ T s e p 2
The reuse of CO2 is possible only if it is separated from CO, for which separator-2 is included. Separator-2 is operated at T s e p 2 = 400 K and its efficiency ( η s e p 2 ) equal to 15% [37]. As the CO2/CO separation is carried out at 400 K, the CO2/CO gas mixture temperature is reduced from T o x d to T s e p 2 by passing through HEX-5. The following three equations are used for determining Q ˙ s e p 2 (heat energy needed for the separation).
Q ˙ s e p 2 = n ˙ M n F T s e p 2 η s e p 2 ( Δ S m i x , o x d 4 Δ S m i x , o x d 3 )
Δ S m i x , o x d 3 = R n C O 2 ln ( 1 y C O , o x d 3 ) + n C O , o x d 3 l n y C O , o x d 3
Δ S m i x , o x d 4 = R n C O 2 ln ( 1 y C O , o x d 4 ) + n C O , o x d 4 l n y C O , o x d 4
CO separated from the CO2/CO gas mixture is further cooled down to T 0 with the help of auxiliary cooler-1 (heat rejected to the ambient). CO at 298 K is then transported to the fuel cell, which is installed in the model to complete the thermochemical M n F e 2 O 4 δ r e d based CDC cycle. The fuel cell’s outlet stream, CO2 at 298 K, is mixed with the unreacted CO2 (separated from the CO) and then transferred to the oxidation chamber through HEX-5 and heater-2.
The total amount of heat energy essential for the operation of M n F e 2 O 4 -based CDS cycle is computed by using Equation (20).
Q ˙ T C = Q ˙ M n F r e d + Q ˙ M n F s e n s + Q ˙ h e a t e r 1 + Q ˙ h e a t e r 2 + Q ˙ s e p 1 + Q ˙ s e p 2 + Q ˙ s u r f
where,
Q ˙ s u r f = 0.2 × Q ˙ M n F r e d
For the estimation of the solar-to-fuel energy conversion efficiency (   η s o l a r - t o - f u e l ) it is essential first to calculate the solar energy required to drive the cycle ( Q ˙ s o l a r ). Hence, Q ˙ s o l a r is determined by using the following set of equations.
Q ˙ s o l a r = Q ˙ T C η a b s o p t i o n
Here,
η a b s o r p t i o n = 1 σ T r e d 4 I C
For the estimation of η a b s o r p t i o n , σ , I, and C are taken as 5.6705 × 10−8 W/m2·K4, 1000 W/m2, and 3000 suns, respectively. Re-radiation losses from the model are also calculated by using Equation (24)
Q ˙ r e r a d = η a b s o r p t i o n × Q ˙ s o l a r
Finally,   η s o l a r t o f u e l is estimated as follows:
  η s o l a r t o f u e l = n ˙ C O × H H V C O Q ˙ s o l a r

3. Results and Discussion

Reduction temperature ( T r e d ) required to attain δ r e d = 0.1 is estimated as a function of the ratio of the molar flow rates of inert sweep gas ( n ˙ i n e r t ) and M n F e 2 O 4 ( n ˙ M n F ), i.e., n ˙ i n e r t n ˙ M n F . As per the data presented in Figure 2, the highest T r e d equal to 1405 K is recorded for n ˙ i n e r t n ˙ M n F and is equal to 10. A further rise in n ˙ i n e r t n ˙ M n F from 10 to 100 reduces T r e d from 1405 K to 1265 K. Interestingly, the decrease in T r e d is higher (100 K) when n ˙ i n e r t n ˙ M n F upturns from 10 to 50 as compared to a rise in n ˙ i n e r t n ˙ M n F from 50 to 100 ( T r e d reduces by 40 K). These observations confirm that the effect of n ˙ i n e r t n ˙ M n F on T r e d is less weighty during the increment in n ˙ i n e r t n ˙ M n F from 50 to 100.
The effect of n ˙ i n e r t n ˙ M n F on the energy required for the reduction of M n F e 2 O 4 into M n F e 2 O 4 δ r e d ( δ r e d = 0.1) is explored, and the obtained results are presented in Figure 3. As the pre-heating of both inert sweep gas and M n F e 2 O 4 are carried out separately (not in the reduction chamber), the heat energy needed for both pre-heating operations is not included in the computation of Q ˙ M n F r e d . The presented results show that the rise in n ˙ i n e r t n ˙ M n F results in a very minute change in Q ˙ M n F r e d . As n ˙ i n e r t n ˙ M n F increases from 10 to 100, although T r e d reduces by 140 K, Q ˙ M n F r e d upsurges only by a factor of 1.02.
Equation (4) is applied for the calculation of Q ˙ M n F s e n s . As mentioned in Section 2, the heat energy dissipated during the cooling of M n F e 2 O 4 δ r e d is not recuperated for the pre-heating of M n F e 2 O 4 . Variations recorded in Q ˙ M n F s e n s due to the rise in n ˙ i n e r t n ˙ M n F are presented in Figure 4. The reported trends show that the change in T r e d has a considerable effect on Q ˙ M n F s e n s . As per the results, Q ˙ M n F s e n s reduces below 77.9 kW by 16.0%, 24.6%, 29.6%, and 33.3% as the T r e d decreases below 65 K, 100 K, 120 K, and 135 K due to the rise in n ˙ i n e r t n ˙ M n F from 10 to 30, 50, 70, and 90, respectively. An overall increase in n ˙ i n e r t n ˙ Z n F from 10 to 100 is responsible for the reduction in Q ˙ M n F s e n s from 77.9 kW to 51.0 kW, respectively.
As per the model presented in Figure 1, after completion of the reduction step, M n F e 2 O 4 δ r e d is transported to the oxidation chamber. In this chamber, the re-oxidation of M n F e 2 O 4 δ r e d is conducted at steady T o x d = 1000 K. As the molar compositions and reaction temperature stay unchanged,   Q ˙ M n F o x d remains stable at 0.3 kW. Therefore, this heat energy is not utilized and is rejected to the ambient.
O2 released during the reduction of M n F e 2 O 4 is mixed with the inert sweeping gas and moves out of the reduction chamber. To reuse inert sweep gas, the O2 has to be separated for this gas mixture. As this gas mixture has a temperature higher than 1000 K, ion transport membrane technology (operating temperature range: 1050 to 1200 K) is used for the separation [38]. The operating temperature of separator-1 is assumed to be 1123 K. It is essential first to reduce the temperature of the gas mixture containing inert sweep gas and O2 from T r e d to T s e p 1 . This is achieved by passing this gas mixture through HEX-2.
After attaining the separation temperature (1123 K), the inert sweep gas and O2 gas mixture enters separator-1. Here, 99.9% of O2 is separated from the inert sweeping gas. Equations (5)–(7) are applied for the determination of the heat energy required for the operation of separator-1 ( Q ˙ s e p 1 ). All the calculations associated with the separator-1 are carried out based on the second law of thermodynamics Δ Q = T Δ S . Moreover, by estimating the entropy of mixing for each stream. As n ˙ i n e r t n ˙ M n F upsurges from 10 to 100, Q ˙ s e p 1 differs due to the variation in the mole fraction of O2 at the states r e d 1 and r e d 2 . As shown in Figure 5, the rise in n ˙ i n e r t n ˙ M n F from 10 to 30, 50, 70, and 90 results in an upturn in Q ˙ s e p 1 above 19.6 kW by 3.4 kW, 5.0 kW, 6.0 kW, and 6.8 kW, respectively.
The fuel cell is fed with the O2, which is first separated from the inert sweep gas and then cooled to 298 K by passing through HEX-3. Alternatively, by going through HEX-2, HEX-3, HEX-4, and heater-1, the inert sweep gas is pre-heated from T s e p 1 to T r e d . Table 1 reports the influence of n ˙ i n e r t n ˙ M n F on Q ˙ i n e r t h e a t . Due to the increase in the n ˙ i n e r t n ˙ M n F , as per the expectations, Q ˙ i n e r t h e a t surges substantially. For instance, as n ˙ i n e r t n ˙ Z n F rises from 10 to 50 and then to 100, Q ˙ i n e r t h e a t increase from 95.8 kW to 307.4 kW and 478.4 kW, respectively.
In HEX-2, heat energy released by inert/O2 gas mixture during cooling from T r e d to T s e p 1 is utilized to pre-heat the inert sweep gas ( ε g g = 0.7). Q ˙ i n e r t h e a t considerably decreased when the inert sweep gas passes through the HEX-2. As an example, Q ˙ i n e r t h e a t drops from 95.8 kW, 307.4 kW, and 478.4 kW to 28.4 kW, 92.0 kW, and 143.3 kW at n ˙ i n e r t n ˙ M n F equal to 10, 50, and 100, respectively. After HEX-2, the inert sweep gas is then passed through HEX-3 ( ε g g = 0.7). The cooling stream is O2, which came out of separator-2. In this gas-to-gas heat exchanger, Q ˙ i n e r t h e a t decreases only by 0.9 kW for all n ˙ i n e r t n ˙ M n F . The reason for this lower drop in Q ˙ i n e r t h e a t is the lower molar flow rate of O2. In HEX-4 ( ε g g = 0.7), heat energy dissipated during the cooling of unreacted CO2 is utilized to heat inert sweep gas. As the CO2 molar flow rate is much higher than O2, as compared to HEX-3, the employment of HEX-4 is responsible for a more significant reduction in Q ˙ i n e r t h e a t . For all values of n ˙ i n e r t n ˙ M n F , Q ˙ i n e r t h e a t decreases by 2.5 kW.
As shown in Table 1, even though three gas-to-gas heat exchangers are installed, supplementary energy is still needed to heat inert sweep gas. Heater-1 provides the extra heat energy required. Due to the variation in n ˙ i n e r t n ˙ M n F , Q ˙ h e a t e r 1 also differs (Figure 6). For example, as n ˙ i n e r t n ˙ M n F increases from 10 to 30, 50, 70, and 90, Q ˙ h e a t e r 1 rises from 24.9 kW to 62.4 kW, 88.5 kW, 111.1 kW, and 130.1 kW, respectively.
The laboratory-scale thermochemical CDS experiments are carried out using excess CO2. Hence, in this thermodynamic study, a CO2 molar flow rate equal to 10 times δ r e d is used. After the completion of CDS, due to the excess supply of CO2, the oxidation chamber’s exit gas composition contains unreacted CO2 and CO produced. Unreacted CO2 can be reutilized for the re-oxidation of M n F e 2 O 4 δ r e d (as shown in Figure 1). To do this, the separation of CO2 from CO is necessary.
Separator-2 is installed to separate the CO2 and CO gas mixture. It is operated at T s e p 2 = 400 K and hence the CO2/CO gas mixture, which exited the oxidation chamber at T o x d = 1000 K, is cooled by using HEX-5. After the reduction in the temperature, the CO2/CO gas mixture enters separator-2 ( η s e p 2 = 15%). Like separator-1, 99.9% of CO is separated from the CO2 stream. The heat energy required to achieve this separation ( Q ˙ s e p 2 ) is calculated by solving Equations (17)–(19). The thermodynamic computations indicate that the mole fraction of CO remains stable at states o x d 3 and o x d 4 , even though n ˙ i n e r t n ˙ M n F increases from 10 to 100. Due to this, a stable value of 7.2 kW is recorded for Q ˙ s e p 2 (for all values of n ˙ i n e r t n ˙ M n F ).
Supplementary cooler-1 is installed in the model to reduce the temperature of CO (separated from the CO2/CO gas mixture) from T s e p 2 to T 0 . The heat energy dissipated during this cooling is assumed to be rejected to the ambient. As an essential step to close the cycle, CO is transported to the fuel cell and reacts with the O2, producing CO2.
CO2 generated via the fuel cell reaction is mixed with the unreacted CO2. Before entering into the oxidation chamber, the temperature of the CO2 needs to be increased from 298 K up to T o x d = 1000 K. This is achieved by using HEX-5 and a supplementary heater-2. It is important to note that even though n ˙ i n e r t n ˙ M n F increases from 10 to 100, the molar flow rate of CO2 entering and exiting HEX-5 and heater-2 is steady. Hence, after passing through HEX-5, the additional heat needed for the heating, i.e., Q ˙ h e a t e r 2 , remains unchanged at 13.6 kW.
As mentioned in Section 2 and as per the previously published work [39], it is assumed that 20% of the heat energy associated with the reduction chamber is lost to the ambient due to the issues related to the thermal insulation. By considering these surface heat losses and other necessary heat energy requirements, Q ˙ T C needed to drive the cycle is estimated as per Equation (20). Figure 7 shows the effect of change in n ˙ i n e r t n ˙ M n F on Q ˙ T C . It is visible from the plot that the rise in n ˙ i n e r t n ˙ M n F yields into an increase in Q ˙ T C . For example, Q ˙ T C mounts above 176.0 kW by 28.6 kW, 49.7 kW, 69.5 kW, and 86.5 kW due to the increment in n ˙ i n e r t n ˙ M n F from 10 to 30, 50, 70, and 90, respectively. The reason for the enhancement in Q ˙ T C is the upsurge in Q ˙ h e a t e r 1 and Q ˙ s e p 1 as a function of rise in n ˙ i n e r t n ˙ M n F .
After estimating Q ˙ T C , Q ˙ s o l a r and Q ˙ r e r a d are calculated by employing Equations (22) and (24). Figure 7 and Figure 8 present the divergences allied with both Q ˙ r e r a d and Q ˙ s o l a r . Both Q ˙ s o l a r and Q ˙ r e r a d depends upon η a b s o r p t i o n , which in turn relies on T r e d . η a b s o r p t i o n of this cycle increases from 92.6% to 95.2% due to the drop in T r e d from 1405 K to 1265 K. This rise in η a b s o r p t i o n indicates that a higher percentage of solar energy is absorbed and hence Q ˙ r e r a d losses are lower (Figure 7). On the other hand, as η a b s o r p t i o n is less than 100%, Q ˙ s o l a r is recorded to be higher than Q ˙ T C for all n ˙ i n e r t n ˙ M n F values. For example, Q ˙ s o l a r is recorded to be higher than Q ˙ T C by 14.0 kW, 13.3 kW, 13.1 kW, 13.3 kW, and 13.6 kW at n ˙ i n e r t n ˙ M n F equal to 10, 30, 50, 70, and 90, respectively.
Figure 8 shows the effect of n ˙ i n e r t n ˙ M n F on   η s o l a r t o f u e l . For the estimation of   η s o l a r t o f u e l , Equation (25) is used. In this equation, the numerator is steady as n ˙ C O and H H V C O are stable at 0.1 and 283.24 kW, respectively. Enhancement in n ˙ i n e r t n ˙ M n F is responsible for a rise in Q ˙ s o l a r which in turn reduces   η s o l a r t o f u e l . For example, as n ˙ i n e r t n ˙ M n F increases from 10 to 30, 50, 70, and 90, Q ˙ s o l a r also rises from 190.0 kW up to 217.8 kW, 238.8 kW, 258.9 kW, and 276.1 kW, respectively. This increment in Q ˙ s o l a r is responsible for the decrease in   η s o l a r t o f u e l from 14.9% to 13.0%, 11.9%, 10.9%, and 10.3% when n ˙ i n e r t n ˙ M n F upsurges from 10 to 30, 50, 70, and 90, respectively. The obtained results confirm that the maximum   η s o l a r t o f u e l (14.9%) is attainable at n ˙ i n e r t n ˙ M n F equal to 10 ( T r e d = 1405 K, T o x d = 1000 K, ε g g = 0.7, and ε s s = 0).
The results reported until now confirm that the prime reason for the increment in Q ˙ s o l a r and reduction in η s o l a r t o f u e l is the rise in Q ˙ M n F s e n s , Q ˙ h e a t e r 1 , and Q ˙ C O 2 h e a t as n ˙ i n e r t n ˙ M n F upturns from 10 to 100. All the calculations are conducted by assuming ε s s and ε g g constant at 0.0 and 0.7, respectively. It is well-known that solids’ heat recovery to other solids is challenging and not often used. On the other hand, gas-to-gas heat recovery is commonly used with gas-to-gas heat exchangers. To explore this further, the effect of variation in ε g g (from 0.0 to 0.9) on Q ˙ s o l a r and η s o l a r t o f u e l is investigated here. A 100% gas-to-gas heat recovery ( ε g g = 1) is not practical and hence not considered.
Our results indicate that Q ˙ M n F r e d and Q ˙ M n F s e n s remain unaltered due to the variation in ε g g . Conversely, Q ˙ h e a t e r 1 and Q ˙ h e a t e r 2 are recorded to be varied considerably when ε g g increases from 0.0 to 0.9. As per the trends reported in Figure 9, at steady n ˙ i n e r t n ˙ M n F , a rise in ε g g yields a significant reduction in Q ˙ h e a t e r 1 . For example, at n ˙ i n e r t n ˙ M n F = 10, Q ˙ h e a t e r 1 decreases by 91.2 kW when ε g g surges from 0.0 to 0.9. Due to the similar upturn in ε g g , Q ˙ h e a t e r 1 diminishes by 435.5 kW at n ˙ i n e r t n ˙ M n F equal to 100.
The influence of ε g g on Q ˙ h e a t e r 2 is reported in Table 2. It is already understood that the rise in n ˙ i n e r t n ˙ M n F from 10 to 100 does not affect Q ˙ h e a t e r 2 . Opposite to this, an increment in ε g g decreases Q ˙ h e a t e r 2 . The values reported in Table 2 show that Q ˙ h e a t e r 2 declines below 33.4 kW by 8.4%, 25.4%, 42.5%, 59.3%, and 76.3% due to the rise in ε g g from 0.1 to 0.3, 0.5, 0.7, and 0.9, respectively (for all n ˙ i n e r t n ˙ M n F ).
Figure 10 shows that the rise in ε g g reduces Q ˙ T C for all n ˙ i n e r t n ˙ M n F . As per the reported trends, Q ˙ T C decreases by 116.7 kW, 228.7 kW, 306.9 kW, 374.5 kW, and 431.5 kW at n ˙ i n e r t n ˙ Z n F equal to 10, 30, 40, 50, and 90, respectively, due to the increment in ε g g from 0.0 to 0.9. It is also understood that the enhancement in ε g g from 0.0 to 0.9 is responsible for the reduction in the difference between Q ˙ T C at n ˙ i n e r t n ˙ M n F equal to 10 and 100. For example, the difference between Q ˙ T C at n ˙ i n e r t n ˙ M n F equal to 10 and 100 decreases from 363.3 kW (at ε g g = 0.0) to 172.1 kW (at ε g g = 0.5) and 19.2 kW (at ε g g = 0.9).
Table 3 shows the effect of ε g g on Q ˙ s o l a r for all n ˙ i n e r t n ˙ M n F values. Similar to Q ˙ T C , Q ˙ s o l a r also decreases as a function of ε g g . Even though there is no influence of ε g g on η a b s o r p t i o n , the increment in ε g g from 0.0 to 0.9 is responsible for lessening Q ˙ s o l a r by 126.0 kW, 243.5 kW, 324.8 kW, 394.9 kW, and 453.8 kW at n ˙ i n e r t n ˙ M n F equal to 10, 30, 50, 70, and 90, respectively. Alike Q ˙ T C , the increase in ε g g also helps to decline the difference between Q ˙ s o l a r at n ˙ i n e r t n ˙ M n F equal to 10 and 100. For example, the difference between Q ˙ s o l a r at n ˙ i n e r t n ˙ M n F equal to 10 and 100 decreases from 374.1 kW to 334.3 kW, 254.7 kW, 175.1 kW, 95.5 kW, and 15.9 kW due to the upsurge in ε g g from 0.0 to 0.1, 0.3, 0.5, 0.7, and 0.9, respectively. Similar to Q ˙ s o l a r , Q ˙ r e r a d also drops considerably when ε g g increases. In terms of numbers, the increment in ε g g from 0.0 to 0.9 is responsible for a reduction in Q ˙ r e r a d by 9.3 kW, 14.8 kW, 17.8 kW, 20.4 kW, and 22.3 kW at n ˙ i n e r t n ˙ M n F equal to 10, 30, 50, 70, and 90, respectively.
Due to the significant decrease in Q ˙ s o l a r , Q ˙ T C , and Q ˙ r e r a d ,   η s o l a r t o f u e l of the M n F e 2 O 4 -based CDS cycle increases when ε g g enhances from 0.0 to 0.9. The trends reported in Figure 11 show that as ε g g increments from 0.0 to 0.9,   η s o l a r t o f u e l improves from 9.8% to 17.5%, 5.8% to 17.0%, and 4.3% to 15.9% at n ˙ i n e r t n ˙ M n F equal to 10, 50, and 90, respectively. It is also understood that when the n ˙ i n e r t n ˙ M n F increases from 10 to 100, the drop in   η s o l a r t o f u e l is in the range of 5% to 6% for ε g g equal to 0.1 to 0.7. However, in the case of ε g g = 0.9, as Q ˙ s o l a r ranges from 162.0 kW to 177.9 kW,   η s o l a r t o f u e l decreases by a lower amount (1.6%) when n ˙ i n e r t n ˙ M n F enhances from 10 to 100. In the end, by applying ε g g = 0.9, a maximum   η s o l a r t o f u e l of 17.5% can be achieved by using n ˙ i n e r t n ˙ M n F equal to 10 as well as 20.
The results obtained in case of Mn-ferrite are compared with the Zn-ferrite [40] redox system, recently investigated by us. At a common ratio of the inert gas flow rate to the ferrite flow rate equal to 20 and gas-to-gas heat recovery effectiveness equal to 0.7, the T r e d required for the 10% reduction of the Mn-ferrite redox system (1365 K) is recorded to be lower than the Zn-ferrite redox system (1385 K). At these operating conditions, Q ˙ s o l a r in the case of the Mn-ferrite redox system is equal to 204.5 kW whereas for the Zn-ferrite redox system it is equal to 213.8 kW. As with the Q ˙ s o l a r trend, the   η s o l a r t o f u e l is recorded to be higher for the Mn-ferrite redox system (13.8%) than that of the Zn-ferrite redox system (13.2%).

4. Conclusions

A thermodynamic model for a high-temperature solar thermochemical CDS cycle driven by M n F e 2 O 4 is developed and used for the estimation of thermodynamics process parameters. An increase in n ˙ i n e r t n ˙ M n F from 10 to 100 is responsible for the decrease in T r e d from 1405 K to 1265 K. The initial calculations performed at ε g g = 0.7 confirm a slight enhancement in Q ˙ M n F r e d (0.4 kW) even though the T r e d reduces by 140 K. Conversely, Q ˙ M n F s e n s decreases by 26.9 kW due to the drop in T r e d from 1405 K to 1265 K. The amount of heat energy required for the separation of inert gas from the inert/O2 gas mixture increases by 7.2 kW as n ˙ i n e r t n ˙ M n F enhances from 10 to 100. Opposite to this, due to the unchanged molar flow rates of CO2 and CO, the heat energy needed to separate CO from the CO2/CO gas mixture remains steady. The rise in n ˙ i n e r t n ˙ M n F from 10 to 100 is also responsible for the increase in Q ˙ h e a t e r 1 from 24.9 kW to 139.9 kW, respectively. This rise in the thermal energy required for the heating of inert sweep gas results in an enhancement in Q ˙ s o l a r from 190.0 kW to 285.5 kW, which further decreases   η s o l a r t o f u e l by ~5%. To improve   η s o l a r t o f u e l , ε g g is enhanced from 0.7 to 0.9, which significantly reduces Q ˙ T C and Q ˙ s o l a r . At ε g g equal to 0.9, Q ˙ T C and Q ˙ s o l a r attains lowest values, i.e., 150.1 kW and 162.0 kW (at n ˙ i n e r t n ˙ M n F = 10). The reduction in both Q ˙ T C and Q ˙ s o l a r helps the M n F e 2 O 4 -based CDC cycle to accomplish an   η s o l a r t o f u e l equal to 17.5%.

Author Contributions

Conceptualization, R.R.B.; methodology, R.R.B.; validation, R.R.B.; formal analysis, R.R.B. and S.A.; investigation, R.R.B. and S.A.; data curation, R.R.B.; writing—original draft preparation, R.R.B., S.A., R.B.G. and R.V.S.; writing—review and editing, R.R.B., S.A., R.B.G. and R.V.S. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by Qatar University International Research Collaboration Co-funds Grant No. IRCC-2021-002 and supported by the University of Tennessee at Chattanooga.

Data Availability Statement

The data presented in this study are available on request from the corresponding author.

Acknowledgments

The publication was supported by Qatar University International Research Collaboration Co-funds Grant No. IRCC-2021-002. Rahul R. Bhosale also gratefully acknowledges the support provided by the Department of Civil and Chemical Engineering, University of Tennessee at Chattanooga. The findings achieved herein are solely the responsibility of the authors.

Conflicts of Interest

The authors declare no conflict of interest.

Nomenclature

CSolar flux concentration ratio, suns
H H V C O Higher heating value of CO, kW
HEX-1Heat exchanger-1
HEX-2Heat exchanger-2
HEX-3Heat exchanger-3
HEX-4Heat exchanger-4
HEX-5Heat exchanger-5
INormal beam solar insolation, W/m2
MOMetal oxide
n Molar amount, mol
n C O , o x d 3 Molar amount of CO at state o x d 3 , mol
n C O , o x d 4 Molar amount of CO at state o x d 4 , mol
n O 2 , r e d 1 Molar amount of O2 at state r e d 1 , mol
n O 2 , r e d 2 Molar amount of O2 at state r e d 2 , mol
n ˙ Molar flow rate, mol/s
n ˙ i n e r t Molar flow rate of inert, mol/s
n ˙ M n F Molar flow rate of M n F e 2 O 4 , mol/s
n ˙ i n e r t n ˙ M n F Ratio of molar flow rates of inert to M n F e 2 O 4
n ˙ C O 2 Molar flow rate of CO2, mol/s
n ˙ C O Molar flow rate of CO, mol/s
n ˙ O 2 Molar flow rate of O2, mol/s
Q ˙ i n e r t h e a t Thermal energy required to heat inert sweep gas, kW
Q ˙ i n e r t + O 2 c o o l Thermal energy released during cooling of inert + O2 gas mixture, kW
Q ˙ C O 2 + C O c o o l Thermal energy released during cooling of CO2 + CO gas mixture, kW
Q ˙ C O 2 c o o l Thermal energy released during cooling of CO2, kW
Q ˙ C O 2 h e a t Thermal energy required to heat CO2, kW
Q ˙ h e a t e r 1 Auxiliary thermal energy required to heat inert sweep gas, kW
Q ˙ h e a t e r 2 Auxiliary thermal energy required to heat CO2, kW
Q ˙ O 2 c o o l Thermal energy released during cooling of O2, kW
Q ˙ s o l a r Solar energy required to run the cycle, kW
Q ˙ s e p 1 Thermal energy required for the operation of separator-1, kW
Q ˙ s e p 2 Thermal energy required for the operation of separator-2, kW
Q ˙ s u r f Thermal energy losses over the reduction chamber walls, kW
Q ˙ T C Thermal energy required to run the cycle, Kw
Q ˙ M n F r e d Thermal energy required for thermal reduction of M n F e 2 O 4 , kW
Q ˙ M n F s e n s Thermal energy required to heat the M n F e 2 O 4 , kW
  Q ˙ M n F o x d Thermal energy released during re-oxidation of M n F e 2 O 4 , kW
Q ˙ r e r a d Re-radiation losses from the cycle, kW
R Ideal gas constant (8.314 J/mol·K)
T 0 Ambient temperature, K
T o x d Oxidation (splitting) temperature, K
T r e d Reduction temperature, K
T s e p 1 Operating temperature of separator-1, K
T s e p 2 Operating temperature of separator-2, K
y C O , o x d 3 Mol fraction of CO at state o x d 3 , mol
y C O , o x d 4 Mol fraction of CO at state o x d 4 , mol
y O 2 , r e d 1 Mol fraction of O2 at state r e d 1 , mol
y O 2 , r e d 2 Mol fraction of O2 at state r e d 2 , mol
η a b s o p r t i o n Solar energy absorption efficiency, %
η s e p 1 Efficiency of separator-1, %
η s e p 2 Efficiency of separator-2, %
  η s o l a r t o f u e l Solar-to-fuel energy conversion efficiency, %
δ r e d Reduction nonstiochiometry
ε g g Gas-to-gas heat recovery effectiveness
ε s s Solid-to-solid heat recovery effectiveness
σ Stefan–Boltzmann constant, 5.670 × 10−8 (W/m2·K4)

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Figure 1. Schematic of the process model of M n F e 2 O 4 -based CO2 splitting cycle.
Figure 1. Schematic of the process model of M n F e 2 O 4 -based CO2 splitting cycle.
Energies 16 05479 g001
Figure 2. Effect of n ˙ i n e r t n ˙ M n F on the temperature required for the reduction ( T r e d ) of M n F e 2 O 4 ( δ r e d = 0.1 ).
Figure 2. Effect of n ˙ i n e r t n ˙ M n F on the temperature required for the reduction ( T r e d ) of M n F e 2 O 4 ( δ r e d = 0.1 ).
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Figure 3. Effect of n ˙ i n e r t n ˙ M n F on the thermal energy required ( Q ˙ M n F r e d ) for the reduction of M n F e 2 O 4 ( δ r e d = 0.1 ).
Figure 3. Effect of n ˙ i n e r t n ˙ M n F on the thermal energy required ( Q ˙ M n F r e d ) for the reduction of M n F e 2 O 4 ( δ r e d = 0.1 ).
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Figure 4. Effect of n ˙ i n e r t n ˙ M n F on the thermal energy required ( Q ˙ M n F s e n s ) for the heating of M n F e 2 O 4 from oxidation temperature ( T o x d ) up to reduction temperature ( T r e d ).
Figure 4. Effect of n ˙ i n e r t n ˙ M n F on the thermal energy required ( Q ˙ M n F s e n s ) for the heating of M n F e 2 O 4 from oxidation temperature ( T o x d ) up to reduction temperature ( T r e d ).
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Figure 5. Effect of n ˙ i n e r t n ˙ M n F on the thermal energy required for the operation of separator-1 ( Q ˙ s e p 1 ).
Figure 5. Effect of n ˙ i n e r t n ˙ M n F on the thermal energy required for the operation of separator-1 ( Q ˙ s e p 1 ).
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Figure 6. Effect of n ˙ i n e r t n ˙ M n F on the thermal energy provided by heater-1 ( Q ˙ h e a t e r 1 ) for the pre-heating of inert sweep gas.
Figure 6. Effect of n ˙ i n e r t n ˙ M n F on the thermal energy provided by heater-1 ( Q ˙ h e a t e r 1 ) for the pre-heating of inert sweep gas.
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Figure 7. Effect of n ˙ i n e r t n ˙ M n F on the thermal energy required to operate the M n F e 2 O 4 -based CO2 splitting cycle ( Q ˙ T C ) and re-radiation losses ( Q ˙ r e r a d ).
Figure 7. Effect of n ˙ i n e r t n ˙ M n F on the thermal energy required to operate the M n F e 2 O 4 -based CO2 splitting cycle ( Q ˙ T C ) and re-radiation losses ( Q ˙ r e r a d ).
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Figure 8. Effect of n ˙ i n e r t n ˙ M n F on solar energy required to drive the M n F e 2 O 4 -based CO2 splitting cycle ( Q ˙ s o l a r ) and solar-to-fuel energy conversion efficiency (   η s o l a r t o f u e l ).
Figure 8. Effect of n ˙ i n e r t n ˙ M n F on solar energy required to drive the M n F e 2 O 4 -based CO2 splitting cycle ( Q ˙ s o l a r ) and solar-to-fuel energy conversion efficiency (   η s o l a r t o f u e l ).
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Figure 9. Effect of n ˙ i n e r t n ˙ M n F and gas-to-gas heat recovery effectiveness ( ε g g ) on the thermal energy provided by heater-1 ( Q ˙ h e a t e r 1 ) for the pre-heating of inert sweep gas.
Figure 9. Effect of n ˙ i n e r t n ˙ M n F and gas-to-gas heat recovery effectiveness ( ε g g ) on the thermal energy provided by heater-1 ( Q ˙ h e a t e r 1 ) for the pre-heating of inert sweep gas.
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Figure 10. Effect of n ˙ i n e r t n ˙ M n F and gas-to-gas heat recovery effectiveness ( ε g g ) on thermal energy required to drive M n F e 2 O 4 based CO2 splitting cycle ( Q ˙ T C ).
Figure 10. Effect of n ˙ i n e r t n ˙ M n F and gas-to-gas heat recovery effectiveness ( ε g g ) on thermal energy required to drive M n F e 2 O 4 based CO2 splitting cycle ( Q ˙ T C ).
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Figure 11. Effect of n ˙ i n e r t n ˙ Z n F and gas-to-gas heat recovery effectiveness ( ε g g ) on solar-to-fuel energy conversion efficiency ( η s o l a r t o f u e l ).
Figure 11. Effect of n ˙ i n e r t n ˙ Z n F and gas-to-gas heat recovery effectiveness ( ε g g ) on solar-to-fuel energy conversion efficiency ( η s o l a r t o f u e l ).
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Table 1. Effect of n ˙ i n e r t n ˙ M n F on thermal energy required after each gas-to-gas heat exchanger ( ε g g = 0.7) for the pre-heating of inert sweep gas ( Q ˙ i n e r t h e a t ).
Table 1. Effect of n ˙ i n e r t n ˙ M n F on thermal energy required after each gas-to-gas heat exchanger ( ε g g = 0.7) for the pre-heating of inert sweep gas ( Q ˙ i n e r t h e a t ).
n ˙ i n e r t n ˙ M n F T r e d
(K)
Q ˙ i n e r t h e a t
(kW)
Q ˙ i n e r t h e a t Required
After HEX-2
(kW)
After HEX-3
(kW)
After HEX-4
(kW)
10140595.828.427.524.9
201365164.148.948.045.5
301340220.465.864.962.4
401320266.479.778.776.2
501305307.492.091.088.5
601295348.4104.3103.3100.8
701285382.6114.6113.6111.1
801275409.9122.8121.8119.3
901270445.9133.6132.6130.1
1001265478.4143.3142.4139.9
Table 2. Effect of gas-to-gas heat recovery effectiveness ( ε g g ) on the thermal energy provided by heater-2 ( Q ˙ h e a t e r 2 ) for the pre-heating of CO2 (for all n ˙ i n e r t n ˙ M n F ).
Table 2. Effect of gas-to-gas heat recovery effectiveness ( ε g g ) on the thermal energy provided by heater-2 ( Q ˙ h e a t e r 2 ) for the pre-heating of CO2 (for all n ˙ i n e r t n ˙ M n F ).
ε g g Q ˙ h e a t e r 2 (kW)
0.033.4
0.130.6
0.324.9
0.519.2
0.713.6
0.97.9
Table 3. Effect of n ˙ i n e r t n ˙ M n F and gas-to-gas heat recovery effectiveness ( ε g g ) on the solar energy required to operate M n F e 2 O 4 -based CO2 splitting cycle ( Q ˙ s o l a r ).
Table 3. Effect of n ˙ i n e r t n ˙ M n F and gas-to-gas heat recovery effectiveness ( ε g g ) on the solar energy required to operate M n F e 2 O 4 -based CO2 splitting cycle ( Q ˙ s o l a r ).
n ˙ i n e r t n ˙ M n F T r e d (K) Q ˙ s o l a r (kW)
ε g g = 0.0 ε g g = 0.1 ε g g = 0.3 ε g g = 0.5 ε g g = 0.7 ε g g = 0.9
101405288.0274.0246.0218.0190.0162.0
201365352.7331.6289.2246.9204.5162.2
301340407.2380.2326.1272.0217.8163.7
401320451.5419.7356.0292.3228.7165.0
501305491.4455.3383.1311.0238.8166.6
601295532.4492.0411.3330.6250.0169.3
701285566.0522.1434.4346.6258.9171.1
801275592.3545.6452.3358.9265.6172.2
901270629.0578.6477.8376.9276.1175.2
1001265662.1608.3500.7393.1285.5177.9
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MDPI and ACS Style

Bhosale, R.R.; Akhter, S.; Gupta, R.B.; Shende, R.V. Utilization of MnFe2O4 Redox Ferrite for Solar Fuel Production via CO2 Splitting: A Thermodynamic Study. Energies 2023, 16, 5479. https://doi.org/10.3390/en16145479

AMA Style

Bhosale RR, Akhter S, Gupta RB, Shende RV. Utilization of MnFe2O4 Redox Ferrite for Solar Fuel Production via CO2 Splitting: A Thermodynamic Study. Energies. 2023; 16(14):5479. https://doi.org/10.3390/en16145479

Chicago/Turabian Style

Bhosale, Rahul R., Sayma Akhter, Ram B. Gupta, and Rajesh V. Shende. 2023. "Utilization of MnFe2O4 Redox Ferrite for Solar Fuel Production via CO2 Splitting: A Thermodynamic Study" Energies 16, no. 14: 5479. https://doi.org/10.3390/en16145479

APA Style

Bhosale, R. R., Akhter, S., Gupta, R. B., & Shende, R. V. (2023). Utilization of MnFe2O4 Redox Ferrite for Solar Fuel Production via CO2 Splitting: A Thermodynamic Study. Energies, 16(14), 5479. https://doi.org/10.3390/en16145479

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