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Keywords = nuclear waste disposal

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10 pages, 674 KB  
Proceeding Paper
Characterization of Historical and Current Nuclear Waste to Ensure Safe and Effective Management
by Motlalepula Nete, Pheello I. Nkoe and Tshifhiwa M. Masikhwa
Mater. Proc. 2026, 31(1), 16; https://doi.org/10.3390/materproc2026031016 - 20 Apr 2026
Abstract
Nuclear activities require a delicate balance between harnessing their benefits and mitigating the environmental and health risks they pose to local ecosystems and beyond. One of the critical challenges is the management of nuclear waste, which is material that has been used in [...] Read more.
Nuclear activities require a delicate balance between harnessing their benefits and mitigating the environmental and health risks they pose to local ecosystems and beyond. One of the critical challenges is the management of nuclear waste, which is material that has been used in nuclear processes, such as nuclear energy production or medical applications like radiotherapy. This waste is radioactive and potentially dangerously hazardous. Globally, approximately 400,000 metric tons of spent nuclear fuel exist, and comprehensive long-term management and disposal plan remain limited. The safe disposal of nuclear waste is paramount to prevent adverse environmental and health impacts. However, effective disposal strategies not only mitigate these risks but also contribute to the sustainability of nuclear power, a low-carbon energy source that can help combat climate change. This research aimed to determine the composition of specific nuclear waste at the South African Nuclear Energy Corporation (Necsa), recognizing that effective management is crucial for both human and environmental protection. By understanding the composition of nuclear waste, we can develop targeted strategies for safe handling and disposal, ultimately supporting a more sustainable nuclear industry. Full article
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18 pages, 3768 KB  
Review
The Effect of Clay Plasticity on Thermally Induced Volume Change of Saturated Clay: A State-of-the-Art Review
by Dinitha Vidurapriya and Hossam Abuel-Naga
Minerals 2026, 16(3), 303; https://doi.org/10.3390/min16030303 - 13 Mar 2026
Viewed by 460
Abstract
This review comprehensively examines the influence of clay plasticity on thermally induced volume changes in saturated clays, which is a critical factor in the design and performance of energy geostructures, nuclear waste repositories, and thermal ground improvement systems. This study synthesises experimental and [...] Read more.
This review comprehensively examines the influence of clay plasticity on thermally induced volume changes in saturated clays, which is a critical factor in the design and performance of energy geostructures, nuclear waste repositories, and thermal ground improvement systems. This study synthesises experimental and theoretical findings, demonstrating that the plasticity index and mineralogical composition significantly govern the magnitude and nature of volume change during heating and cooling cycles, with stress history playing a pivotal role. Unlike previous review papers that primarily discuss general thermo-mechanical behaviour or constitutive modelling frameworks, this review explicitly focuses on plasticity as the central unifying parameter influencing thermally induced volume change. It further provides a structured synthesis that integrates plasticity, stress history, and microstructural mechanisms. Normally consolidated clays exhibit irreversible thermal contraction, which intensifies with plasticity, whereas highly overconsolidated clays typically exhibit reversible expansion. Lightly overconsolidated clays exhibit transitional behaviour characterised by initial expansion followed by collapse. This review links these macroscopic responses to microstructural mechanisms, including interparticle physicochemical forces, diffuse double-layer dynamics, and bound water behaviour, highlighting the limitations of idealised electrochemical models and emphasising the importance of micromechanical processes. It further explores how plasticity modulates temperature-dependent reductions in preconsolidation pressure, thermal softening, cyclic thermal deformation, and time-dependent thermal creep, with higher plasticity clays showing greater sensitivity and longer stabilisation periods. The findings underscore the necessity of incorporating plasticity and stress history into constitutive models to accurately predict the thermo-mechanical behaviour of clays under service conditions, with significant implications for the long-term reliability of thermal geotechnical applications. Full article
(This article belongs to the Section Clays and Engineered Mineral Materials)
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29 pages, 3900 KB  
Article
Identification of Radiolytic and Hydrolytic Degradation Products from Cellulosic Materials in Radioactive Waste Disposal Environments
by Enida Nushi, Jerome Kretzschmar, Delphine Durce, Felice Mastroleo, Göran Verpoucke, Katja Schmeide and Nele Bleyen
Polysaccharides 2026, 7(1), 31; https://doi.org/10.3390/polysaccharides7010031 - 10 Mar 2026
Viewed by 544
Abstract
Cellulose and hemicellulose, both widely present in radioactive waste, undergo combined radiolytic and hydrolytic degradation during disposal under the highly alkaline conditions imposed by the cementitious waste matrices and engineered barriers. This combined process generates water-soluble organic compounds that can complex with radionuclides, [...] Read more.
Cellulose and hemicellulose, both widely present in radioactive waste, undergo combined radiolytic and hydrolytic degradation during disposal under the highly alkaline conditions imposed by the cementitious waste matrices and engineered barriers. This combined process generates water-soluble organic compounds that can complex with radionuclides, thereby potentially enhancing their migration from the waste to the biosphere. Identification of these degradation products formed by cellulosic materials is essential for assessing their complexation potential and predicting their impact on radionuclide mobility. In this work, degradation products resulting from sequential radiolytic and alkaline degradation of cellulosic tissues, realistically present in radioactive waste, were identified using multiple advanced techniques, i.e., Electrospray Ionization Time-of-Flight Mass Spectrometry, Ion Chromatography Mass Spectrometry, and Nuclear Magnetic Resonance spectroscopy. Our results confirm that isosaccharinic acid (α-ISA and β-ISA) is the major end product from cellulose degradation, while xylo-isosaccharinic acid (XISA) indicates hemicellulose degradation. Furthermore, significant concentrations of formic and lactic acid were detected, alongside minor products including glycolic, acetic, propionic, malonic, and oxalic acids, with malonic and oxalic acids appearing only after irradiation at high irradiation doses and under air (malonic) or argon (oxalic). Additional unquantified compounds, such as glutaric acid, 2-hydroxybutyric acid, and oligosaccharides, were observed as well. These findings advance our insight into the degradation of end products of cellulosic materials in radioactive waste and establish a foundation for future research on their complexation potential and impact on radionuclide mobility, especially for compounds where data are lacking. Full article
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14 pages, 45671 KB  
Article
Efficient Removal of Sr2+ by a Layered Metal Sulfide K1.36Cd1.12Bi2.80S6 via Ion Exchange
by Lenian Qu, Yuxin Fang, Ziyi Wan, Meiling Feng and Xiaoying Huang
Separations 2026, 13(2), 71; https://doi.org/10.3390/separations13020071 - 18 Feb 2026
Viewed by 540
Abstract
As a fission product of 235U or 239Pu, 90Sr is a β-emitting radionuclide with a relatively long half-life (t1/2 = 28.9 years). Due to its high solubility, easy environmental mobility, and propensity for bioaccumulation within the food [...] Read more.
As a fission product of 235U or 239Pu, 90Sr is a β-emitting radionuclide with a relatively long half-life (t1/2 = 28.9 years). Due to its high solubility, easy environmental mobility, and propensity for bioaccumulation within the food chain, the development of efficient materials for the selective capture of 90Sr2+ is critical for the safe disposal of nuclear waste and environmental protection. In this study, a layered metal sulfide, K1.36Cd1.12Bi2.80S6 (denoted as KCBS), was synthesized via the high-temperature solid-phase method using K2CO3 as the potassium source. KCBS demonstrates high adsorption performance towards Sr2+, achieving a maximum adsorption capacity (qmSr = 77 mg·g−1). Moreover, it can maintain high adsorption efficiency (RSr > 84.15%) across a broad pH range of 2.98–12.01. In addition, KCBS exhibits the outstanding selectivity for Sr2+ removal in the presence of excessive Na+ ions and even in actual water samples. KCBS also possesses regenerability, maintaining its superior adsorption capacity for Sr2+ ions over three cycles. The mechanism study by energy-dispersive X-ray spectroscopy (EDS) and X-ray photoelectron spectroscopy (XPS) analyses indicates that the efficient Sr2+ capture is attributed to the ion exchange between Sr2+ and interlayer K+ ions in KCBS. This research further highlights the potential of layered metal sulfide ion exchange materials for radionuclide remediation. Full article
(This article belongs to the Special Issue Separation Technology for Resource Utilization and Recovery)
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25 pages, 3844 KB  
Review
A Comprehensive Review on Constitutive Models and Damage Analysis of Concrete Spalling in High Temperature Environment and Geological Repository for Spent Fuel and Nuclear Waste Disposal
by Toan Duc Cao, Lu Sun, Kayla Davis, Cade Berry and Jaiden Zhang
Infrastructures 2026, 11(2), 54; https://doi.org/10.3390/infrastructures11020054 - 5 Feb 2026
Viewed by 1197
Abstract
This paper reviews constitutive models used to predict concrete spalling under elevated temperatures, with emphasis on fire exposure and concrete linings in deep geological repositories for spent fuel and nuclear waste. The review synthesizes (1) how material composition (ordinary Portland cement concrete, geopolymer [...] Read more.
This paper reviews constitutive models used to predict concrete spalling under elevated temperatures, with emphasis on fire exposure and concrete linings in deep geological repositories for spent fuel and nuclear waste. The review synthesizes (1) how material composition (ordinary Portland cement concrete, geopolymer concrete, and fiber-reinforced systems using polypropylene and steel fibers) affects spalling resistance; (2) how coupled environmental and mechanical actions (temperature, moisture, stress state, chloride ingress, and radiation) drive damage initiation and spalling; and (3) how constituent-scale characteristics (microstructure, porosity, permeability, elastic modulus, and water content) govern thermal–hydro–mechanical–chemical (THMC) transport and damage evolution. We compare major constitutive modeling frameworks, including plasticity–damage models (e.g., concrete damage plasticity), statistical damage approaches, and fully coupled THM/THMC formulations, and highlight how key parameters (e.g., water-to-binder ratio, temperature-driven pore-pressure gradients, and crack evolution laws) control predicted spalling onset, depth, and timing. Several overarching challenges emerge: lack of standardized experimental protocols for spalling tests and assessments, which limits cross-study benchmarking; continued debate on whether spalling is dominated by pore pressure, thermo-mechanical stress, or their interaction; limited integration of multiscale and constituent-level material characteristics; and high data and computational demands associated with advanced multi-physics models. The paper concludes with targeted research directions to improve model calibration, validation, and performance-based design of concrete systems for high-temperature and repository applications. Full article
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22 pages, 12500 KB  
Article
Shrinkage Characteristics of Bentonite–Sand Mixtures Considering the Influence of Sand Content and Pore Water Chemistry
by Dongyue Pan, Chongxi Zhao, Bowen Hu, Pengyu Ren and Ping Liu
Processes 2026, 14(1), 137; https://doi.org/10.3390/pr14010137 - 31 Dec 2025
Viewed by 666
Abstract
The safe disposal of high-level radioactive waste (HLW) is a significant challenge in the nuclear industry. As the buffer backfill material for deep geological disposal engineering barriers, the shrinkage characteristics of bentonite–sand mixtures are critical to the long-term stability of repositories. This study [...] Read more.
The safe disposal of high-level radioactive waste (HLW) is a significant challenge in the nuclear industry. As the buffer backfill material for deep geological disposal engineering barriers, the shrinkage characteristics of bentonite–sand mixtures are critical to the long-term stability of repositories. This study systematically conducted drying shrinkage tests using an improved thin-film technique under varying sand contents Rs (0–50%), salt solution concentrations (0–1.5 mol/L), and ion types (Na+, Mg2+, Ca2+, Cl, SO42−). The mechanisms of the effects of sand content and salt solutions on the shrinkage behavior of bentonite were revealed based on the results. In addition, the rationality of the MCG-B model in simulating the shrinkage characteristics of mixtures was also discussed. The results show that a sand content of 30% is the minimum sand content for inhibiting the shrinkage behavior of bentonite–sand mixtures observed in this work: below this ratio, bentonite dominates the shrinkage process, and samples are prone to cracking due to uneven matrix suction; above this ratio, quartz sand forms a rigid skeleton that significantly inhibits volume shrinkage and accelerates water evaporation. Salt solutions suppress shrinkage by compressing the thickness of the diffuse double layer and inducing ion crystallization. Higher cation concentrations and valences (Mg2+ > Na+ > Ca2+) enhance the inhibitory effect. Crystalline salts such as Na2SO4 cause measurement deviations in water content due to hydration and delay the shrinkage process. However, NaCl solutions effectively inhibit shrinkage with minimal impact on shrinkage time. Fitting results with the MCG-B model (Coefficient of determination > 0.97) demonstrate that the MCG-B model can empirically describe the results of thin-film technique experiment, though the model’s prediction accuracy decreases for the residual shrinkage stage at high sand contents (>40%). This study provides a theoretical basis for optimizing buffer material proportions and curing processes, with significant implications for the long-term safety of HLW repositories. Full article
(This article belongs to the Section Environmental and Green Processes)
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26 pages, 3274 KB  
Review
Cyclopentadienyl Complexes of Technetium
by Ulrich Abram and Maximilian Roca Jungfer
Molecules 2025, 30(24), 4813; https://doi.org/10.3390/molecules30244813 - 18 Dec 2025
Viewed by 915
Abstract
The number of structurally investigated cyclopentadienyl (Cp) complexes of technetium is limited in contrast to the situation with its heavier homolog, rhenium. Although this could be attributed to the radioactivity of all isotopes of the radioelement, there are also clear chemical [...] Read more.
The number of structurally investigated cyclopentadienyl (Cp) complexes of technetium is limited in contrast to the situation with its heavier homolog, rhenium. Although this could be attributed to the radioactivity of all isotopes of the radioelement, there are also clear chemical differences to analogous compounds of the other group seven elements, manganese and rhenium. Technetium Cp compounds are known with the metal in the oxidation states “+1” to “+7”, with a clear dominance of Tc(I) carbonyls and nitrosyls. Corresponding carbonyl complexes also play a significant role in the development of 99mTc-based radiopharmaceuticals with the aromatic ring as an ideal position for the attachment of biomarkers. In this paper, the present status of the synthetic and structural chemistry of technetium with Cp ligands is discussed, together with recent developments in the corresponding 99mTc labeling chemistry. Full article
(This article belongs to the Special Issue Advances in Metallocene Chemistry)
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21 pages, 7929 KB  
Article
Influence of Simulated Radioactive Waste Resins on the Properties of Magnesium Silicate Hydrate Cement
by Enyu Sun, Huinan Gao, Min Li, Jie Yang, Yu Qiao and Tingting Zhang
Materials 2025, 18(23), 5385; https://doi.org/10.3390/ma18235385 - 28 Nov 2025
Viewed by 568
Abstract
Ion exchange resins are commonly utilized for treating liquid radioactive waste within nuclear power plants; however, the disposal of these waste resins presents a new challenge. In this study, magnesium silicate hydrate cement (MSHC) was used to immobilize the waste resin, and the [...] Read more.
Ion exchange resins are commonly utilized for treating liquid radioactive waste within nuclear power plants; however, the disposal of these waste resins presents a new challenge. In this study, magnesium silicate hydrate cement (MSHC) was used to immobilize the waste resin, and the immobilization effectiveness of the MSHC-solidified body were assessed by mechanical properties, durability, and leaching performance. Hydration heat, X-ray diffraction (XRD), thermogravimetric analysis (TGA), scanning electronic microscopy (SEM), and mercury intrusion porosimetry (MIP) were used to study the hydration process of the MSHC-solidified body containing Cs+, Sr2+, and Cs+/Sr2+ waste resins. The results demonstrated that the presence of waste resins slightly delayed the hydration reaction process of MSHC and reduced the polymerization degree of the M-S-H gel, and the composition of the hydration products were not changed. The immobilization mechanism for radionuclide ions in resin included both mechanical encapsulation and surface adsorption, and the leaching of Cs+ and Sr2+ from MSHC-solidified body followed the FRDIM. When the content of the waste resin was 25%, the MSHC-solidified body exhibited satisfactory compressive strength, freeze-thaw resistance, soaking resistance, and impact resistance. These results strongly indicated that MSHC possessed the ability to effectively immobilize ion exchange resins. Full article
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21 pages, 2068 KB  
Article
Multi-Objective Optimization of Supercritical Water Oxidation for Radioactive Organic Anion Exchange Resin Wastewater Using GPR–NSGA-II
by Yabin Jin, Tiantian Xu, Le Zhang, Qian Zhang, Liang Zhou, Zhe Shen and Zhenjie Wan
Processes 2025, 13(12), 3759; https://doi.org/10.3390/pr13123759 - 21 Nov 2025
Cited by 2 | Viewed by 772
Abstract
Radioactive organic anion exchange resins present a significant challenge in nuclear power plant waste disposal due to their volatility, instability, and biotoxicity. Based on experimental degradation data from the supercritical water oxidation (SCWO) of organic anion exchange resin waste liquids from the nuclear [...] Read more.
Radioactive organic anion exchange resins present a significant challenge in nuclear power plant waste disposal due to their volatility, instability, and biotoxicity. Based on experimental degradation data from the supercritical water oxidation (SCWO) of organic anion exchange resin waste liquids from the nuclear industry, this study conducted correlation analysis, cluster analysis, and Sobol sensitivity analysis of key process parameters. The results indicate that temperature is the primary factor influencing chemical oxygen demand (COD) and total nitrogen (TN) removal, while oxidant dosage exhibits a notable synergistic effect on nitrogen transformation. A Gaussian Process Regression–Non-Dominated Sorting Genetic Algorithm II (GPR–NSGA-II) multi-objective optimization model was developed to balance COD/TN removal rate and treatment cost. The optimal operating conditions were identified as a temperature of 472.2 °C, an oxidant stoichiometric ratio (OR) of 136%, an initial COD concentration of 73,124 mg·L−1, and a residence time of 3.8 min. Under these conditions, COD and TN removal efficiencies reached 99.63% and 32.92%, respectively, with a treatment cost of 128.16 USD·t−1. The proposed GPR–NSGA-II optimization strategy provides a methodological foundation for process design and economic assessment of SCWO in treating radioactive organic resin waste liquids and can be extended to other studies involving high-concentration, refractory organic wastewater treatment. Full article
(This article belongs to the Section Environmental and Green Processes)
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13 pages, 250 KB  
Article
AHP-Based Methodological Proposal for Identifying Suitable Sites for the Italian Near-Surface Repository
by Giambattista Guidi, Anna Carmela Violante and Francesca Romana Macioce
J. Nucl. Eng. 2025, 6(4), 39; https://doi.org/10.3390/jne6040039 - 26 Sep 2025
Viewed by 1030
Abstract
The selection of suitable sites for the disposal of radioactive waste constitutes a critical component of nuclear waste management. This study presents an original methodological proposal based on the Analytic Hierarchy Process (AHP), designed to support early-stage site screening for a near-surface repository [...] Read more.
The selection of suitable sites for the disposal of radioactive waste constitutes a critical component of nuclear waste management. This study presents an original methodological proposal based on the Analytic Hierarchy Process (AHP), designed to support early-stage site screening for a near-surface repository in Italy. AHP could be used to identify appropriate locations, focusing on 51 areas that have already undergone a preliminary screening phase. These areas, included in the National Map of Suitable Areas (CNAI), were selected as they fulfill all the technical requirements (geological, geomorphological, and hydraulic stability) necessary to ensure the safety performance of the engineering structures to be implemented through multiple artificial barriers, as specified in Technical Guide N. 29. The proposed methodology is applicable in cases where multiple sites listed in the CNAI have been identified as potential candidates for hosting the repository. A panel of 20 multidisciplinary experts, including engineers, environmental scientists, sociologists, and economists, evaluated two environmental, two economic, and two social criteria not included among the criteria outlined in Technical Guide N. 29. Pairwise comparisons were aggregated using the geometric mean, and consistency ratios (CRs) were calculated to ensure the coherence of expert judgements. Results show that social criteria received the highest overall weight (0.53), in particular the “degree of site acceptability”, followed by environmental (0.28) and economic (0.19) criteria. While the method does not replace detailed site investigations (which will nevertheless be carried out once the site has been chosen), it can facilitate the early identification of promising areas and guide future engagement with local communities. The approach is reproducible, adaptable to additional criteria or national requirements, and may be extended to other countries facing similar nuclear waste management challenges. Full article
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21 pages, 6570 KB  
Article
An Integrated Strategy for Pre-Disposal of Spent Cation-Exchange Resins by Repurposing Industrial By-Products
by Francesco Galluccio, Andrea Santi, Edoardo Rizzi, Fabio Fattori, Gabriele Magugliani, Veronica Piazza, Chiara Milanese, Giacomo Diego Gatta, Luca Fornara, Elena Macerata, Mario Mariani and Eros Mossini
Sustainability 2025, 17(18), 8241; https://doi.org/10.3390/su17188241 - 13 Sep 2025
Cited by 1 | Viewed by 1557
Abstract
Large amounts of spent, radioactive, ion-exchange resins have been generated worldwide, and their production is expected to grow due to a renaissance of nuclear power. Such waste is being stored at individual plant sites around the world, awaiting a reliable disposal route to [...] Read more.
Large amounts of spent, radioactive, ion-exchange resins have been generated worldwide, and their production is expected to grow due to a renaissance of nuclear power. Such waste is being stored at individual plant sites around the world, awaiting a reliable disposal route to overcome the downsides of the state-of-the-art management approaches. In this work, a first-of-its-kind pre-disposal strategy is proposed, based on the integration of a heterogeneous Fenton-like treatment with conditioning in an alkali-activated matrix. In particular, the circular economy is pursued by repurposing two industrial by-products, coal fly ash and steel slag, both as catalysts of the Fenton treatment and precursors of the conditioning matrix. The obtained waste forms have been preliminarily tested for leaching and compressive strength according to the Italian waste acceptance criteria for disposal. The proposed technology, tested at laboratory scale up to 100 g of virgin cationic resin, has proven successful in decomposing the waste and synthesizing waste forms with an overall volume increase of only 30%, thereby achieving a remarkable result compared to state-of-the-art technologies. Full article
(This article belongs to the Special Issue Waste Management for Sustainability: Emerging Issues and Technologies)
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16 pages, 3727 KB  
Article
Thermal Conductivity Characteristics and Prediction Model of Silty Clay Based on Actively Heated Fiber-Optic FBG Method
by Shijun Hu, Honglei Sun, Miaojun Sun, Guochao Lou and Mengfen Shen
Sensors 2025, 25(17), 5393; https://doi.org/10.3390/s25175393 - 1 Sep 2025
Viewed by 3846
Abstract
Soil thermal conductivity (λ) is a critical parameter governing heat transfer in geothermal exploitation, nuclear waste disposal, and landfill engineering. This study explores the thermal conductivity characteristics of silty clay and develops a prediction model using the actively heated fiber-optic method [...] Read more.
Soil thermal conductivity (λ) is a critical parameter governing heat transfer in geothermal exploitation, nuclear waste disposal, and landfill engineering. This study explores the thermal conductivity characteristics of silty clay and develops a prediction model using the actively heated fiber-optic method based on fiber Bragg grating technology. Tests analyze the effects of particle content (silt and sand), dry density, moisture content, organic matter (sodium humate and potassium humate), and salt content on λ. Results show λ decreases with increasing silt, sand, and organic matter content, while it increases exponentially with dry density. The critical moisture content is 50%, beyond which λ declines, and λ first rises then falls with salt content exceeding 2%. Sensitivity analysis reveals dry density is the most influential factor, followed by sodium humate and silt content. A modified Johansen model, incorporating shape factors correlated with influencing variables, improves prediction accuracy. The root mean squared error decreases to 0.087, and coefficient of determination increases to 0.866. The study provides an accurate method for measuring thermal conductivity and enhances understanding of the heat-transfer mechanism in silty clay. Full article
(This article belongs to the Section Optical Sensors)
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31 pages, 1463 KB  
Review
Nuclear Energy as a Strategic Resource: A Historical and Technological Review
by Héctor Quiroga-Barriga, Fabricio Nápoles-Rivera, César Ramírez-Márquez and José María Ponce-Ortega
Processes 2025, 13(8), 2654; https://doi.org/10.3390/pr13082654 - 21 Aug 2025
Cited by 3 | Viewed by 9796
Abstract
Nuclear energy has undergone a significant transformation over the past decades, driven by technological innovation, shifting safety priorities, and the urgent need to mitigate climate change. This study presents a comprehensive review of the historical evolution, current developments, and future prospects of nuclear [...] Read more.
Nuclear energy has undergone a significant transformation over the past decades, driven by technological innovation, shifting safety priorities, and the urgent need to mitigate climate change. This study presents a comprehensive review of the historical evolution, current developments, and future prospects of nuclear energy as a strategic low-carbon resource. A structured literature review was conducted following Kitchenham’s methodology, covering peer-reviewed articles and institutional reports from 2000 to 2025. Key advances examined include the deployment of Small Modular Reactors, Generation IV technologies, and fusion systems, along with progress in safety protocols, waste management, and regulatory frameworks. Comparative environmental data confirm nuclear power’s low life-cycle CO2 emissions and high energy density relative to other generation sources. However, major challenges remain, including high capital costs, long construction times, complex waste disposal, and issues of public acceptance. The analysis underscores that nuclear energy, while not a standalone solution, is a critical component of a diversified and sustainable energy mix. Its successful integration will depend on adaptive governance, international cooperation, and enhanced social engagement. Overall, the findings support the role of nuclear energy in achieving global decarbonization targets, provided that safety, equity, and environmental responsibility are upheld. Full article
(This article belongs to the Section Energy Systems)
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19 pages, 1495 KB  
Review
Computer Vision for Low-Level Nuclear Waste Sorting: A Review
by Tianshuo Li, Danielle E. Winckler and Zhong Li
Environments 2025, 12(8), 270; https://doi.org/10.3390/environments12080270 - 5 Aug 2025
Cited by 1 | Viewed by 1975
Abstract
Nuclear power is a low-emission and economically competitive energy source, yet the effective disposal and management of its associated radioactive waste can be challenging. Radioactive waste can be categorised as high-level waste (HLW), intermediate-level waste (ILW), and low-level waste (LLW). LLW primarily comprises [...] Read more.
Nuclear power is a low-emission and economically competitive energy source, yet the effective disposal and management of its associated radioactive waste can be challenging. Radioactive waste can be categorised as high-level waste (HLW), intermediate-level waste (ILW), and low-level waste (LLW). LLW primarily comprises materials contaminated during routine clean-up, such as mop heads, paper towels, and floor sweepings. While LLW is less radioactive compared to HLW and ILW, the management of LLW poses significant challenges due to the large volume that requires processing and disposal. The volume of LLW can be significantly reduced through sorting, which is typically performed manually in a labour-intensive way. Smart management techniques, such as computer vision (CV) and machine learning (ML), have great potential to help reduce the workload and human errors during LLW sorting. This paper provides a comprehensive review of previous research related to LLW sorting and a summative review of existing applications of CV in solid waste management. It also discusses state-of-the-art CV and ML algorithms and their potential for automating LLW sorting. This review lays a foundation for and helps facilitate the applications of CV and ML techniques in LLW sorting, paving the way for automated LLW sorting and sustainable LLW management. Full article
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27 pages, 1491 KB  
Article
Spent Nuclear Fuel—Waste to Resource, Part 1: Effects of Post-Reactor Cooling Time and Novel Partitioning Strategies in Advanced Reprocessing on Highly Active Waste Volumes in Gen III(+) UOx Fuel Systems
by Alistair F. Holdsworth, Edmund Ireland and Harry Eccles
J. Nucl. Eng. 2025, 6(3), 29; https://doi.org/10.3390/jne6030029 - 5 Aug 2025
Cited by 3 | Viewed by 3176
Abstract
Some of nuclear power’s primary detractors are the unique environmental challenges and impacts of radioactive wastes generated during fuel cycle operations. Key benefits of spent fuel reprocessing (SFR) are reductions in primary high active waste (HAW) masses, volumes, and lengths of radiotoxicity at [...] Read more.
Some of nuclear power’s primary detractors are the unique environmental challenges and impacts of radioactive wastes generated during fuel cycle operations. Key benefits of spent fuel reprocessing (SFR) are reductions in primary high active waste (HAW) masses, volumes, and lengths of radiotoxicity at the expense of secondary waste generation and high capital and operational costs. By employing advanced waste management and resource recovery concepts in SFR beyond the existing standard PUREX process, such as minor actinide and fission product partitioning, these challenges could be mitigated, alongside further reductions in HAW volumes, masses, and duration of radiotoxicity. This work assesses various current and proposed SFR and fuel cycle options as base cases, with further options for fission product partitioning of the high heat radionuclides (HHRs), rare earths, and platinum group metals investigated. A focus on primary waste outputs and the additional energy that could be generated by the reprocessing of high-burnup PWR fuel from Gen III(+) reactors using a simple fuel cycle model is used; the effects of 5- and 10-year spent fuel cooling times before reprocessing are explored. We demonstrate that longer cooling times are preferable in all cases except where short-lived isotope recovery may be desired, and that the partitioning of high-heat fission products (Cs and Sr) could allow for the reclassification of traditional raffinates to intermediate level waste. Highly active waste volume reductions approaching 50% vs. PUREX raffinate could be achieved in single-target partitioning of the inactive and low-activity rare earth elements, and the need for geological disposal could potentially be mitigated completely if HHRs are separated and utilised. Full article
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