Zhengda Lin, Bingjie Yan, Xinhao Sun, Caoqingqing Li, Liyan Liu, Dan Zhong, Jun Zhang
{"title":"Construction of a process-driven 3D spatio-temporal model for precision soil remediation: Coupling dynamic retention with multi-objective cost optimization","authors":"Zhengda Lin, Bingjie Yan, Xinhao Sun, Caoqingqing Li, Liyan Liu, Dan Zhong, Jun Zhang","doi":"10.1016/j.psep.2026.109163","DOIUrl":"10.1016/j.psep.2026.109163","url":null,"abstract":"<div><div>Current static approaches for quantifying soil pollution damage often hinder effective environmental management due to their reliance on single-point thresholds, simplified 2D spatial assumptions, and linear cost summations. These limitations fail to capture dynamic pollutant behaviors or account for implicit lifecycle losses, leading to suboptimal remediation decisions. To provide a robust scientific tool for precision management, this study constructs a Process-Driven 3D Spatio-Temporal Quantification (3D-STQ) model. This model is underpinned by a novel Dynamic Retention Equation for Soil Pollutants (DRE-SP), which systematically couples multi-source input fluxes, biodegradation, hydrodynamic migration, and adsorption-desorption kinetics. By integrating adaptive 3D meshing with the NSGA-II genetic algorithm, the model optimizes the trade-offs between remediation cost, time efficiency, and environmental risk. Field validation at an electroplating site demonstrated high precision, with a pollutant concentration coefficient of determination (R<sup>2</sup>) of 0.96 and a negligible 0.1% deviation in crop yield loss prediction. Furthermore, application at a pesticide-contaminated site revealed that the model-optimized strategy reduced total lifecycle costs by 32.2% and shortened project duration by 41.7% compared to traditional methods, while maintaining 96.2% prediction consistency. This study demonstrates that the proposed dynamic framework significantly enhances the accuracy of damage quantification, offering a valuable decision-support tool for sustainable contaminated site remediation and cost control.</div></div>","PeriodicalId":20743,"journal":{"name":"Process Safety and Environmental Protection","volume":"215 ","pages":"Article 109163"},"PeriodicalIF":7.9,"publicationDate":"2026-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148289002","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Patrycja Zakrzewska, Beata Zygmunt-Kowalska, Monika Kuźnia, Artur Bukowczan, Paulina Zając, Krzysztof Pielichowski, Tomasz Szewczyk, Agnė Kairytė, Tadeusz Telejko
{"title":"Characteristics of lipid fractions recovered from municipal wastewater as a raw material for the production of bio-polyols","authors":"Patrycja Zakrzewska, Beata Zygmunt-Kowalska, Monika Kuźnia, Artur Bukowczan, Paulina Zając, Krzysztof Pielichowski, Tomasz Szewczyk, Agnė Kairytė, Tadeusz Telejko","doi":"10.1016/j.psep.2026.109152","DOIUrl":"10.1016/j.psep.2026.109152","url":null,"abstract":"<div><div>The presence of fats in municipal wastewater is a significant problem, primarily due to their propensity to cause clogging of installations and failure of treatment systems. However, these fats also can serve as a valuable raw material for the production of bio-polyols that can be further used in e.g. polymer technology. This paper presents a novel approach for the separation of fats from wastewater, and evaluates their potential for use in the production of bio-polyols. The study included a comprehensive characterization of the fat fraction, including infrared spectroscopy (FTIR) analysis, an examination of fat content, an elemental analysis of fats, and an assessment of the calorific value of fats through determination of calorific value and heat of combustion. Moreover, thermal analysis investigations have been performed using TG and DSC methods, as well as decomposition behaviour using pyrolysis coupled with gas chromatography-mass spectrometry (Py-GC/MS) has been studied. The results show that the recovered fat fraction contains up to 60% fats. The results further indicate that fats from sewage sludge contain a mixture of fatty acids, esters and hydrocarbons, which are key components for the synthesis of bio-polyols. The use of fat fraction from wastewater can significantly contribute to the reduction of waste and the development of sustainable technologies in the chemical industry. Furthermore, fats can serve as an alternative feedstock for the production of bio-polyols, thereby replacing conventional vegetable oils. This approach facilitates the more sustainable and value-added utilisation of lipid-based raw materials.</div></div>","PeriodicalId":20743,"journal":{"name":"Process Safety and Environmental Protection","volume":"215 ","pages":"Article 109152"},"PeriodicalIF":7.9,"publicationDate":"2026-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148289115","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Shuang Wang, Jun Liu, Qiuyi Zhu, Yanchen Chen, Yu Cao, Jiale Gu, Ya Liu, Qilin Liu, LiTing Wang, Yan Lei, Longfei Jiang, Zhaocheng Wu
{"title":"Alisma plantago-aquatica tolerance and plant-microbe synergy in nitrogen removal under elevated ammonium stress","authors":"Shuang Wang, Jun Liu, Qiuyi Zhu, Yanchen Chen, Yu Cao, Jiale Gu, Ya Liu, Qilin Liu, LiTing Wang, Yan Lei, Longfei Jiang, Zhaocheng Wu","doi":"10.1016/j.psep.2026.109149","DOIUrl":"10.1016/j.psep.2026.109149","url":null,"abstract":"<div><div>This study examined <em>Alisma plantago-aquatica</em> in constructed wetlands under NH₄⁺-N levels (0–400 mg/L). Plants increased NH₄⁺-N removal by 10.0–18.1% (<em>p</em> < 0.05) versus unplanted controls, though efficiency declined above 100 mg/L with growth inhibition. Notably, the plant-added TN removal contribution peaked at 200 mg/L (19.27%) despite visible plant stress. Microbial analysis showed higher NH₄⁺-N increased diversity (R² > 0.88, <em>p</em> < 0.001) and shifted community structure at ≥ 200 mg/L. The nitrogen-cycling microbial community shifted from <em>Acinetobacter</em>-dominated to norank_<em>Comamonadaceae</em>-dominated, with <em>Planctomycetota</em> peaking at 8.74% in N200, which was associated with maximal removal. This plant-microbe synergy, potentially driven by stress-induced root exudates, explains the removal peak. These results highlight 200 mg/L as the maximum level tolerated by <em>A. plantago-aquatica</em> during 4 weeks, while elucidating the microbial roles in ammonia-rich wastewater treatment.</div></div>","PeriodicalId":20743,"journal":{"name":"Process Safety and Environmental Protection","volume":"215 ","pages":"Article 109149"},"PeriodicalIF":7.9,"publicationDate":"2026-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148289118","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Nicole Ferreira, Thainara Viana, Cláudia Nunes, Eduarda Pereira, Bruno Henriques
{"title":"Optimising the selective recovery of rare earth elements from multi-element solutions using untreated shrimp shells","authors":"Nicole Ferreira, Thainara Viana, Cláudia Nunes, Eduarda Pereira, Bruno Henriques","doi":"10.1016/j.psep.2026.109117","DOIUrl":"10.1016/j.psep.2026.109117","url":null,"abstract":"<div><div>The increasing global demand for rare earth elements (REEs), driven by their role in clean energy technologies such as wind turbines and electric vehicles, requires sustainable recovery strategies from secondary sources in line with circular economy principles. Previous studies have mainly evaluated modified shrimp shells (e.g., chitosan or biochar) for metal removal, whereas this study investigates raw shrimp shells (SS) as an abundant, low-cost biosorbent for the selective removal of REEs from aqueous solutions simulating end-of-life (EoL) NdFeB permanent magnets leachates. Untreated SS achieved > 98% removal of REEs from an equimolar multi-element solution containing 0.1 mM of Nd, Dy, Pr, Gd, Co, Ni and B, after 24 h of contact, outperforming thermally treated shells. The maximum sorption capacity for total REEs (ΣREEs) ranged between 75.5 and 89.7 mg g<sup>−1</sup>. Process optimisation showed that sorbent dosage and initial ion concentration significantly influenced the REEs removal, while acidic conditions (pH 3.0) improved selectivity. In a solution mimicking magnet leachates, SS removed 80–85% of REEs with minimal co-removal of Co, Ni, and B, and the adsorbed REEs were efficiently recovered (>85%) using dilute nitric acid (0.1 M). These findings demonstrate the potential of untreated shrimp shells as a sustainable biosorbent for REEs recovery while promoting seafood waste valorisation within a circular economy framework.</div></div>","PeriodicalId":20743,"journal":{"name":"Process Safety and Environmental Protection","volume":"215 ","pages":"Article 109117"},"PeriodicalIF":7.9,"publicationDate":"2026-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148289155","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Modeling and optimization of a hybrid PV/T-PRO-SOFC-WT multi-energy system using TTAO-GAO algorithm","authors":"Yingxue Chen, Haojun Deng, Changyu Ni, Guang Li","doi":"10.1016/j.psep.2026.109122","DOIUrl":"10.1016/j.psep.2026.109122","url":null,"abstract":"<div><div>To alleviate the problems of high volatility, insufficient energy absorption, and high system operating costs associated with renewable energy, this study proposes a green energy system based on hydrogen fuel cells. The proposed system includes photovoltaics (PV), pressure retarded osmosis (PRO), solid oxide fuel cells (SOFC), and wind turbines. In the proposed system, the thermal coupling of the PV and PRO subsystems significantly improves the output power. The SOFC operates reliably, providing stable power and thus reducing the volatility of the renewable energy system. The maximum power point tracking (MPPT) control method dynamically tracks the maximum power point of renewable energy sources under varying environmental conditions. This minimizes energy waste and ensures efficient energy conversion, enabling maximum energy utilization efficiency. Incorporating MPPT control into the system improves resource utilization efficiency and environmentally friendly industrial production, enhancing sustainability. Therefore, this work designs an MPPT control strategy that combines the triangulation topology aggregation optimizer (TTAO) and giant armadillo optimization (GAO) algorithms to enhance control performance under fluctuating environments. The test uses real environmental data, including temperature, irradiance, and wind speed of Basel, Switzerland, over one year. Both output power and tracking speed are considered as evaluation indicators. The results show that, compared with traditional algorithms, the proposed TTAO-GAO-based MPPT control method achieves superior computational efficiency and energy extraction. There is a maximum improvement of 10.9% in the average performance improvement value within one year.</div></div>","PeriodicalId":20743,"journal":{"name":"Process Safety and Environmental Protection","volume":"215 ","pages":"Article 109122"},"PeriodicalIF":7.9,"publicationDate":"2026-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148313184","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Magnetic microporous structure reactor based on spiral flow and gradient flocculation techniques: A synergistic approach to microplastic remediation in water","authors":"Yunxiao Ban, Yuzhen Wu, Yufei Zhao, Chen Peng, Jingang Wang, Cong Ma","doi":"10.1016/j.psep.2026.109192","DOIUrl":"10.1016/j.psep.2026.109192","url":null,"abstract":"<div><div>This study addresses the challenge of microplastic pollution in water bodies by developing a micro-vortex magnetic microporous reactor, based on the theories of flocculation-breakage-reflocculation and vortex dynamics. The reactor features an uneven surface with a magnetic microporous structure, created by stainless steel balls and permanent magnets. The cross-flow water inlet promotes particle energy exchange and collisions, enhancing primary flocculation. Additionally, the magnetic levitation structure generates spiral flow inside the reactor, producing micro-vortices that facilitate secondary flocculation, further improving purification efficiency. Particle Image Velocimetry (PIV) analysis was also employed to visually reveal the dynamic evolution of the flow field within the reactor, providing insight into the mechanisms behind primary and secondary flocculation enhancement. This reactor combines chemical flocculation, spiral-flow micro-flocculation, and particle capture effects to achieve sedimentation, interception, high-gradient magnetic field separation, and interference separation. Experimental results indicate that, under a 10 ppm condition, the reactor achieves over 98% removal efficiency for 5 μm microplastics, with removal rates of high-concentration microplastics remaining stable at over 90%, demonstrating strong adaptability. Compared to other microplastic removal methods such as adsorption, filtration, and membrane separation, this method offers stable removal performance and simplified operation, providing a novel solution for large-scale water treatment to remove microplastics.</div></div>","PeriodicalId":20743,"journal":{"name":"Process Safety and Environmental Protection","volume":"215 ","pages":"Article 109192"},"PeriodicalIF":7.9,"publicationDate":"2026-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148313194","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Incipient fault detection and diagnosis in complex processes based on residual subspace learning and causal topology","authors":"Libin Wei, Yalei Dong, Guangda Sun, Chong Liu, Fan Zhang, Xiaochen Hao","doi":"10.1016/j.psep.2026.109207","DOIUrl":"10.1016/j.psep.2026.109207","url":null,"abstract":"<div><div>Detecting incipient faults in multivariate industrial processes is challenging due to masking effects that obscure weak signals and smearing effects that complicate root-cause isolation. This study proposes DiOPLS-SRMBN, a novel diagnostic framework integrating spatiotemporal feature enhancement with causal reasoning to overcome these limitations. First, Dynamic Internal-Oriented Partial Least Squares (DiOPLS) explicitly extracts hidden, quality-relevant variations from the residual subspace. These signals are subsequently amplified by a CNN-LSTM architecture to defeat masking effects and maximize detection sensitivity. To counteract smearing, Dempster-Shafer theory transforms statistical contribution indices into probabilistic soft evidence. By dynamically fusing this evidence with a Strongly Related Mechanism Bayesian Network (SRMBN), the framework effectively filters out perturbed downstream variables to precisely localize the physical root cause. Evaluations using the Tennessee Eastman process validate the framework's superiority. It achieves an average fault detection rate of 73.3%, establishing an absolute improvement of over 14% compared to traditional baselines, while suppressing the false alarm rate to a mere 2.1%. These results verify the framework's robustness in capturing extremely weak fault signatures and accurately reconstructing fault propagation paths in complex industrial environments.</div></div>","PeriodicalId":20743,"journal":{"name":"Process Safety and Environmental Protection","volume":"215 ","pages":"Article 109207"},"PeriodicalIF":7.9,"publicationDate":"2026-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148357133","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Relic DNA shielding by humic acid: Sequential removal enhances viable microbial detection in ballast sediments","authors":"Haoze He, Zhaozhao Xue, Yangchun Han, Zhenghua Xu, Wen Tian, Yuan Wang, Pei Yu, Wei Zhang","doi":"10.1016/j.psep.2026.109237","DOIUrl":"10.1016/j.psep.2026.109237","url":null,"abstract":"<div><div>Ballast water sediments pose a high risk for introducing invasive microbes, but accurate viable microbial detection is severely disrupted by dual interference from humic acid and relic DNA. Humic acid forms stable complexes with relic DNA, shielding it from PMA cross-linking and strongly inhibiting PCR amplification. However, the interaction mechanism and optimal removal sequence remain unclear. This study combined PMA-qPCR, 16S rRNA sequencing, and absolute quantitative metagenomics to compare two sequential strategies: removing humic acid before relic DNA (Strategy A: Pre-treatment) and the reverse order (Strategy B: Post-treatment). Humic acid (436.58 g/kg) was identified as the dominant inhibitor. Pre-treatment eliminated the shielding effect, improving relic DNA removal by 92% and qPCR efficiency by 206.7%, and producing more authentic community and functional profiles. In contrast, Post-treatment caused severe DNA loss and artificial functional diversity. The removal order, governed by humic acid adsorption, directly determines detection fidelity. This work establishes a standardized protocol for reliable viable microbial detection in complex sediments, supporting global shipping biosecurity.</div></div>","PeriodicalId":20743,"journal":{"name":"Process Safety and Environmental Protection","volume":"215 ","pages":"Article 109237"},"PeriodicalIF":7.9,"publicationDate":"2026-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148384517","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Qc-5-CuxCoy MOFs for boosting electrochemical nitrate reduction to ammonia in neutral electrolyte","authors":"Min Wang, Wenyu Li, Huiting Qiao, Yadan Yu, Fanghua Ning, Yuyu Liu, Jinli Qiao","doi":"10.1016/j.psep.2026.109110","DOIUrl":"10.1016/j.psep.2026.109110","url":null,"abstract":"<div><div>The electrochemical reduction of nitrate (NO<sub>3</sub>RR) is not only an environmentally friendly approach to remove nitrate pollution from wastewater, but also enables the production of ammonia (NH<sub>3</sub>), an important chemical raw material and a promising liquid hydrogen storage material. Metal-organic frameworks (MOFs) are ideal for constructing electrochemical catalysts, however, their complex multi-electron transfer reaction pathways and intermediate-dominated competitive side reactions pose a big challenge for the NO<sub>3</sub>RR-to-NH<sub>3</sub> conversion. Herein, we report an Qc-5-Cu<sub>x</sub>Co<sub>y</sub> MOFs material synthesized via a facile solvothermal method for boosting ammonia synthesis. With unique bimetallic MOFs construction, the Qc-5-CuCo catalyst exhibits excellent electrocatalytic activity for NO<sub>3</sub>RR, achieving a faradaic efficiency (<span><math><msub><mrow><mi>FE</mi></mrow><mrow><mi>N</mi><msub><mrow><mi>H</mi></mrow><mrow><mn>3</mn></mrow></msub></mrow></msub></math></span>) of 96.4% at <img>0.6 V<sub>RHE</sub> and an NH<sub>3</sub> production rate of 355 µmol h⁻¹cm⁻² (0.3 M Na<sub>2</sub>SO<sub>4</sub>, 0.1 M NaNO<sub>3</sub>), while affords a long-term stability of 168 h over 90%<span><math><mrow><mspace></mspace><msub><mrow><mi>FE</mi></mrow><mrow><mi>N</mi><msub><mrow><mi>H</mi></mrow><mrow><mn>3</mn></mrow></msub></mrow></msub></mrow></math></span>. Moreover, at a <span><math><msubsup><mrow><mi>NO</mi></mrow><mrow><mn>3</mn></mrow><mrow><mo>−</mo></mrow></msubsup></math></span> concentration of 1 M, this catalyst delivers a 99.5% <span><math><msub><mrow><mi>FE</mi></mrow><mrow><mi>N</mi><msub><mrow><mi>H</mi></mrow><mrow><mn>3</mn></mrow></msub></mrow></msub></math></span> and an NH<sub>3</sub> production rate of 1252 µmol h⁻¹ cm⁻². Meanwhile, it shows a broader electrode potential window, demonstrating great applicability for industrial relevance.</div></div>","PeriodicalId":20743,"journal":{"name":"Process Safety and Environmental Protection","volume":"215 ","pages":"Article 109110"},"PeriodicalIF":7.9,"publicationDate":"2026-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148528609","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ran An, Baozhong Ma, Zhihe Cao, Yubo Liu, Xiang Li, Yongqiang Chen, Chengyan Wang
{"title":"Membrane separation technology in hydrometallurgy: Recent advances, innovative applications, and sustainable resource recovery","authors":"Ran An, Baozhong Ma, Zhihe Cao, Yubo Liu, Xiang Li, Yongqiang Chen, Chengyan Wang","doi":"10.1016/j.psep.2026.109162","DOIUrl":"10.1016/j.psep.2026.109162","url":null,"abstract":"<div><div>Hydrometallurgy plays a critical role in the recovery of valuable metals from low-grade ores and secondary resources. However, conventional separation technologies often involve high reagent consumption, substantial waste generation, and complex multi-stage processing. Membrane separation technology (MST) has attracted increasing attention in hydrometallurgical applications owing to its molecular selectivity, low chemical consumption, and modular process design. This review critically examines the application of pressure-driven, thermally driven, and concentration-driven membrane processes across major hydrometallurgical stages, including solid–liquid separation, solution purification, metal recovery, concentration, and acid regeneration. Of particular interest are recent advances in the selective recovery of precious metals and rare earth elements using functionalized membranes, as well as the integration of hybrid membrane systems for simultaneous resource recovery and acid recycling. Beyond summarizing reported studies, the review evaluates fouling behaviour, membrane stability under corrosive conditions, scale-up barriers, and the current limitations of techno-economic and environmental assessments. The analysis indicates that although MST has demonstrated considerable potential in laboratory and pilot-scale studies, industrial implementation remains constrained by membrane durability, fouling control, limited long-term operational data, and the lack of standardized performance benchmarking. Future research should prioritize corrosion-resistant and antifouling membrane materials, pilot-scale validation using real process streams, standardized techno-economic evaluation frameworks, and life-cycle-based sustainability assessment to support broader industrial deployment.</div></div>","PeriodicalId":20743,"journal":{"name":"Process Safety and Environmental Protection","volume":"215 ","pages":"Article 109162"},"PeriodicalIF":7.9,"publicationDate":"2026-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148289000","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}