Journal of water process engineering最新文献

{"title":"Enhanced electrodialysis by electric double-layer capacitors to minimize membrane use in digestate ammonia recovery: mechanisms and effects","authors":"Qin-Hua Xu,&nbsp;Yaofeng Cai,&nbsp;Jiajie Li,&nbsp;Minglin Zhou,&nbsp;Yanbin Xu","doi":"10.1016/j.jwpe.2025.107920","DOIUrl":"10.1016/j.jwpe.2025.107920","url":null,"abstract":"<div><div>Anaerobic digestion technology effectively recovers energy from livestock manure but discharges digestate with high ammonia nitrogen (NH₄⁺-N). NH₄⁺-N in digestate can be effectively recovered by electrodialysis (ED) technology. However, the implementation of ED technology is limited by membrane and energy costs. Here, we present a capacitor-circuit-switching electrodialysis (CCSE) strategy to enhance ED efficiency by integrating an electric double-layer capacitor (EDLC). We reveal that the energy storage mechanism of EDLC improves the power density while the intermittent operation mitigates the concentration polarization effect. In the practice of the real digestate, CCSE elevated the pH to 9.4, and 98.8 % of the NH₄⁺ ions migrated to the cathode compartment after 3.5 h. The specific energy consumption and the current efficiency are 15 kWh/kg NH₄⁺-N (N) and 64.1 %, respectively. High pH contributes to carbon reduction in the stripping process, and subsequent alkaline contamination can be controlled by neutralization of the anode effluent. Moreover, the CCSE-stripping system achieved 95 % NH₄⁺-N removal and 93 % stripping recovery efficiency. This work provides valuable insights and solutions for the design and optimization of ED systems.</div></div>","PeriodicalId":17528,"journal":{"name":"Journal of water process engineering","volume":"75 ","pages":"Article 107920"},"PeriodicalIF":6.3,"publicationDate":"2025-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144069656","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Green-synthesized Cu-WO₃ for efficient persulfate activation under UV–Vis irradiation: A novel sustainable approach for wastewater treatment","authors":"Bahati Emmanuel Malahya ,&nbsp;Mahmoud Nasr ,&nbsp;Manabu Fujii ,&nbsp;Amal Abdelhaleem","doi":"10.1016/j.jwpe.2025.107919","DOIUrl":"10.1016/j.jwpe.2025.107919","url":null,"abstract":"<div><div>The development of cost-effective and eco-friendly photocatalysts for wastewater treatment remains a challenge. This study presents a Cu-doped WO₃ photocatalyst synthesized using <em>Eichhornia crassipes</em> extract via a green method for persulfate activation under UV–Vis light to degrade methylene blue (MB) as a model pollutant. Characterization analyses revealed that Cu incorporation into WO₃ reduced the band gap energy from 2.71 eV to 2.48 eV, improving charge carrier transfer. The photocatalyst exhibited an irregular nanosheet morphology with an average particle size of 24.53 ± 10.30 nm. The Cu-WO₃/PS/UV–Vis process achieved a 93.82 % MB degradation efficiency under optimized conditions. Additionally, a predictive model showed strong agreement with experimental data (R² = 0.9862). Scavenging tests revealed that SO₄^•– and ^•OH were the dominant radicals in MB degradation, while O₂^•– and h⁺ showed lower contributions. Moreover, chemical oxygen demand (COD) analysis indicated 82 % mineralization efficiency. An economic assessment estimated a treatment cost of US$9.47/m³, a profitability index of 1.3, and a 5.7-year payback period. The study supports the achievement of several UN Sustainable Development Goals (SDGs), including SDGs 3, 6, 8, 12, 13, and 14, demonstrating that the Cu-WO₃/PS/UV–Vis process is an effective, sustainable, and economically viable approach for treating textile wastewater.</div></div>","PeriodicalId":17528,"journal":{"name":"Journal of water process engineering","volume":"75 ","pages":"Article 107919"},"PeriodicalIF":6.3,"publicationDate":"2025-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144069744","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Operational efficiency improvement in a water supply network: Machine learning-enhanced leakage identification and water resource conservation","authors":"Hongbo Liu ,&nbsp;Junbo Zhang ,&nbsp;Wenhui An ,&nbsp;Yang Chen ,&nbsp;Xiang Yuan ,&nbsp;Guosheng Zhang ,&nbsp;Eric Lichtfouse ,&nbsp;Jiale Ma ,&nbsp;Jin Huang ,&nbsp;Yiqian Tu","doi":"10.1016/j.jwpe.2025.107924","DOIUrl":"10.1016/j.jwpe.2025.107924","url":null,"abstract":"<div><div>Pipeline ruptures in water supply networks can induce significant water loss and may pose risks of water quality deterioration, including potential contamination by pathogens and pollutants. This issue can be addressed by predicting the location of leakage points in the pipeline network and controlling the leakage. Here we designed a hydraulic model for leakage localization using a genetic algorithm-backpropagation neural network, to predict the leakage points in the water supply system of an exposition area consuming 117,211 m³ of water per day in Eastern China. Then, using the model results, pressure-regulating valves were installed in areas with lower network safety. Results show that the error in predicting the leakage points localization ranged from 14.48 m to 121.69 m. The installation of pressure-regulating valves, reduced the average water pressure from 33.54 m to 32.64 m (2.7 %) and, in turn, decreased the simulated background leakage by 9684 m³ of water per day. Compared to traditional acoustic-based methods, the proposed machine learning approach enables more accurate leak localization by leveraging pressure variation features.</div></div>","PeriodicalId":17528,"journal":{"name":"Journal of water process engineering","volume":"75 ","pages":"Article 107924"},"PeriodicalIF":6.3,"publicationDate":"2025-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143948932","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Magnetic banana fiber catalyst for efficient Cr(VI) reduction: a sustainable approach to waste valorization and water treatment","authors":"Pinar Belibagli ,&nbsp;Zelal Isik ,&nbsp;Erdal Yabalak ,&nbsp;Nadir Dizge","doi":"10.1016/j.jwpe.2025.107886","DOIUrl":"10.1016/j.jwpe.2025.107886","url":null,"abstract":"<div><div>This study focused on producing banana fiber (BF) from waste banana bunch stalks and imparting magnetic properties (Fe₃O₄) to the fibers. Characterization analyses confirmed the successful synthesis of the BF-Fe₃O₄ catalyst. Its effectiveness in removing Cr(VI) via a Fenton-like process using heterogeneous catalysts was investigated. Key parameters were optimized to evaluate the catalyst's potential, including pH, catalyst dosage, contact time, H₂O₂ concentration, and Cr(VI) concentration. Under optimal conditions—pH 2.0, 0.5 g/L BF-Fe₃O₄, 5 μL/L H₂O₂, and a 60-min contact time—100 % removal of a 10 mg/L Cr(VI) solution was achieved. Reusability tests demonstrated consistent removal efficiency even after five cycles. Kinetic studies indicated that the Fenton-like process followed a second-order kinetic model. Overall, the BF-Fe₃O₄ catalyst, derived from banana waste, proved effective for Cr(VI) removal while offering cost-effectiveness, reusability, and a sustainable approach to waste valorization.</div></div>","PeriodicalId":17528,"journal":{"name":"Journal of water process engineering","volume":"75 ","pages":"Article 107886"},"PeriodicalIF":6.3,"publicationDate":"2025-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144069657","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Enhancing single and multi-component adsorption efficiency of pharmaceutical emerging contaminants using bio waste-derived carbon materials and geopolymers","authors":"Ana Paula Ferreira ,&nbsp;Arthur P. Baldo ,&nbsp;Adriano S. Silva ,&nbsp;Ana Paula S. Natal ,&nbsp;Ana J.B. Bezerra ,&nbsp;Jose L. Diaz de Tuesta ,&nbsp;Pricila Marin ,&nbsp;José A. Peres ,&nbsp;Helder T. Gomes","doi":"10.1016/j.jwpe.2025.107914","DOIUrl":"10.1016/j.jwpe.2025.107914","url":null,"abstract":"<div><div>Water contamination with pharmaceuticals like acetaminophen (ACT), sulfamethoxazole (SMX), and phenolic compounds such as gallic acid (GA), have become a global concern. These contaminants are persistent environmental pollutants that threaten aquatic life and human health. Adsorption is recognized as an efficient and low-cost solution to tackle water pollution. In this study, the efficiency of three adsorbents—activated carbon (AC), geopolymer (GP), and carbon nanotubes (CNT) prepared from solid wastes for the removal of ACT, SMX, and GA by adsorption is assessed. AC, GP and CNT are synthesized from real wastes to address solid waste management needs. Physisorption confirmed AC superior BET surface area (527 m² g⁻¹), followed by CNTs (66 m² g⁻¹) and GPs (30 m² g⁻¹), allowing to achieve the highest adsorption capacity: 126.8 mg g⁻¹ for ACT, 54.9 mg g⁻¹ for SMX, and 151.5 mg g⁻¹ for GA, with respective breakthrough times of 314, 66, and 68 min. Kinetic and isotherm adsorption models are fitted for all pair pollutant-adsorbent reaching 33 equations to accurately predict adsorption process, concluding that pseudo-second-order kinetic and Freundlich model best fit experimental data, demonstrating a strong adsorbent-adsorbate affinity. The findings suggest that these sustainable materials offer promising solutions for treating contaminated water.</div></div>","PeriodicalId":17528,"journal":{"name":"Journal of water process engineering","volume":"75 ","pages":"Article 107914"},"PeriodicalIF":6.3,"publicationDate":"2025-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144069743","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Interpretable prediction of coagulant dosage in drinking water treatment plant based on automated machine learning and SHAP method","authors":"Liyan Feng ,&nbsp;Ying Zhang ,&nbsp;Xiaoting Wei ,&nbsp;Mengyuan Wang ,&nbsp;Zhiguang Niu ,&nbsp;Chenchen Wang","doi":"10.1016/j.jwpe.2025.107925","DOIUrl":"10.1016/j.jwpe.2025.107925","url":null,"abstract":"<div><div>Accurate prediction of coagulant dosing is critical to ensure the efficiency and cost-effectiveness of the water treatment process. This study developed an accurate prediction model for coagulant dosing in drinking water treatment plants using automated machine learning (AutoML) and enhanced its transparency with the SHAP (Shapley Additive explanation) method. Results showed that the Random Forest (RF) model developed by AutoML outperformed the best single Gradient Boosting Tree model, with a 37 % lower RMSE of 0.89, a 52 % lower MAE of 0.47, and a 5 % higher R² of 0.96. The RF model has the potential to save 10.25 % of coagulant dosage per year, specifically, 222 kg/d of PACl at a cost of 180.7 yuan/d for Yangtze River water, and 225 kg/d at a cost of 183.2 yuan/d for Luan River water, while ensuring a more stable water quality in the treated water. SHAP analysis identified conductivity, ammonia nitrogen, chemical oxygen demand, and temperature of raw water as key factors affecting PACl dosage, which significantly impacts treated water pH. The combination of AutoML and SHAP method applied to intelligent water management, can bolster water treatment efficiency and management practices, resulting in noteworthy environmental, economic, and social benefits.</div></div>","PeriodicalId":17528,"journal":{"name":"Journal of water process engineering","volume":"75 ","pages":"Article 107925"},"PeriodicalIF":6.3,"publicationDate":"2025-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143948938","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Micro-aeration strategies: Optimizing nitrogen and phosphorus removal in vertical flow constructed wetlands for rural sewage treatment","authors":"Li Sun ,&nbsp;Zhenzhou Cao ,&nbsp;Shuaiwen Jia ,&nbsp;Panyue Zhang ,&nbsp;Guangming Zhang","doi":"10.1016/j.jwpe.2025.107931","DOIUrl":"10.1016/j.jwpe.2025.107931","url":null,"abstract":"<div><div>Dissolved oxygen (DO) is a pivotal factor influencing the performance of constructed wetlands (CWs). This study explores how DO enhances pollutant removal, plant growth, and microbial dynamics in vertical flow constructed wetlands (VFCWs) treating rural sewage. The results showed that the aerobic system achieved peak efficiencies of 77.9 % COD, 76.9 % NH₄⁺-N, and 71.6 % TN, surpassing those of the microaerobic (72.1 % COD, 65.3 % TN) and anoxic (64.8 % COD, 58.2 % TN) systems. The growth of plants within this system increased, reflecting enhanced rhizosphere engineering via DO-mediated microbial activity. Iris height increased by 342.5 % under aerobic conditions, which was linked to rhizosphere EPS mineralization (218.64 μg/mL in roots vs. bulk substrate). The EPS concentration gradient (rhizosphere &gt; bulk substrate) indicates that microbial activity is concentrated near roots under aerobic conditions. This observation suggests a feedback loop between DO availability and microbial metabolism, where aerobic conditions increase organic matter mineralization and EPS consumption, promoting stable plant-microbe interactions. The VFCWs-aerobic system facilitated a shift in the microbial community structure, promoting the growth of bacteria known to be involved in pollutant removal. High DO increased the abundance of Proteobacteria (56 % vs. 24 % under anoxic conditions) and enriched Nitrospira (4.6 % vs. 0.3 %), enhancing nitrification. These findings highlight the crucial role of high DO concentrations in maintaining robust microbial activity for effective pollutant removal in VFCWs. This DO-driven strategy offers a low-cost, scalable solution for decentralized rural wastewater treatment, balancing microbial activity and plant-mediated nutrient uptake without complex infrastructure.</div></div>","PeriodicalId":17528,"journal":{"name":"Journal of water process engineering","volume":"75 ","pages":"Article 107931"},"PeriodicalIF":6.3,"publicationDate":"2025-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143948931","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Construction of a novel coffee husk-derived biochar-supported Ce2Sn2O7-Sb2O3 composites for enhanced visible light-driven photocatalytic degradation of metronidazole and H2 production","authors":"Ismail Marouani ,&nbsp;Waqed H. Hassan ,&nbsp;Pradeep Kumar Singh ,&nbsp;Mudassir Hasan ,&nbsp;Mohamed Boujelbene ,&nbsp;Ibrahm Mahariq ,&nbsp;Phongpichit Channuie ,&nbsp;Farruh Atamurotov ,&nbsp;Jureeporn Yuennan ,&nbsp;M.A. Diab","doi":"10.1016/j.jwpe.2025.107935","DOIUrl":"10.1016/j.jwpe.2025.107935","url":null,"abstract":"<div><div>The integration of biomass-derived carbon materials with advanced photocatalysts enables sustainable environmental remediation and clean energy production. Herein, a novel Ce₂Sn₂O₇– Sb₂O₃/biochar (CSOSB/BC) S-scheme heterojunction photocatalyst was synthesized via a combination of wet-impregnation and hydrothermal method for visible-light-driven metronidazole (MTZ) degradation and hydrogen evolution. XRD, FTIR, XPS, and Raman, confirmed the formation of a well-dispersed heterostructure with strong interfacial interactions, enhancing charge transfer and reactivity. Electrochemical impedance spectroscopy (EIS), transient photocurrent response, and Tauc plots, demonstrated the significant role of biochar in enhancing photocatalytic performance. These analyses confirmed that biochar improves charge separation, facilitates electron transfer, and boosts reactive oxygen species generation, ultimately leading to higher efficiency in MTZ degradation. Under optimized conditions, the CSOSB/BC composite achieved 95 % MTZ degradation and 700 μmol g⁻¹H₂ production under visible-light illumination. The effects of catalyst dosage, pollutant concentration, and pH were systematically evaluated. Also, LC-MS analysis revealed multiple ring-cleavage intermediates, with toxicity assessment confirming a significant reduction in environmental hazards. The composite exhibited excellent stability, maintaining 86 % activity after six cycles with preserved crystallinity and chemical integrity. These findings establish CSOSB/BC as a high-performance, durable, and scalable photocatalyst, offering a promising solution for pharmaceutical wastewater treatment and sustainable hydrogen production with minimal ecological risks.</div></div>","PeriodicalId":17528,"journal":{"name":"Journal of water process engineering","volume":"75 ","pages":"Article 107935"},"PeriodicalIF":6.3,"publicationDate":"2025-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143948933","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Preparation of ZnWO4/Bi4O5I2 composite photocatalyst and study of its antibacterial properties","authors":"Ling Zhang ,&nbsp;Zixin Wang ,&nbsp;Ruolan Wei ,&nbsp;Tengyuan Gao ,&nbsp;Jingmei Li ,&nbsp;Luyin Zhao ,&nbsp;Deming Han ,&nbsp;Xiulong Li","doi":"10.1016/j.jwpe.2025.107913","DOIUrl":"10.1016/j.jwpe.2025.107913","url":null,"abstract":"<div><div>In this study, ZnWO₄ was produced hydrothermally, and a ZnWO₄/Bi₄O₅I₂ composite with photocatalytic characteristics was created via water bath calcination. Then, to confirm synthesis accuracy, the composite material was evaluated with X-Ray Diffraction Analysis (XRD), Scanning Electron Microscope (SEM), X-ray Photoelectron Spectroscopy (XPS), Fourier transform infrared spectroscopy (FT-IR) and Ultraviolet-diffuse reflectance spectroscopy (UV–vis DRS). Photocatalytic antimicrobial studies were conducted under LED light. The results showed that the antibacterial efficiency of ZnWO₄/Bi₄O₅I₂ at a concentration of 1000 mg/L and a mass ratio of 15 % reached 100 % within 30 min against <em>Escherichia coli</em>, <em>Staphylococcus aureus</em>, <em>Pseudomonas aeruginosa</em>, and <em>Bacillus subtilis</em>, and 100 % within 90 min against <em>Candida albicans</em>. Furthermore, the antimicrobial efficacy of a 1000 mg/L 15 %-ZnWO₄/Bi₄O₅I₂ composite material against <em>Escherichia coli</em> was investigated under natural light circumstances, with an antimicrobial rate of 100 % reached in 30 min. The efficacy of this composite material to eliminate hazardous germs from livestock wastewater was also investigated. The present results demonstrate that the ZnWO₄/Bi₄O₅I₂ composite material has intense photocatalytic broad-spectrum antibacterial action. In addition, the MTT cytotoxicity test revealed that the ZnWO₄/Bi₄O₅I₂ composite material is not cytotoxic. The researchers investigated the composite material's antibacterial mechanism utilizing Reactive Oxygen Species (ROS) fluorescence measurements, membrane damage assessment, and free radical capture experiments. The findings revealed that reactive species (e⁻, h⁺, and ·OH) play a key role in photocatalytic antibacterial activity.</div></div>","PeriodicalId":17528,"journal":{"name":"Journal of water process engineering","volume":"75 ","pages":"Article 107913"},"PeriodicalIF":6.3,"publicationDate":"2025-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144069791","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"A novel method for salt separation-crystallization and water recovery via photothermal evaporation","authors":"Yuxiao Ran,&nbsp;Lang Liu,&nbsp;Yanqiong Bao","doi":"10.1016/j.jwpe.2025.107877","DOIUrl":"10.1016/j.jwpe.2025.107877","url":null,"abstract":"<div><div>To address the challenges of salt interference and resource utilization difficulties in seawater desalination processes, there is an increasing demand for efficient separation of NaCl and Na₂SO₄. Inspired by the salt secretion mechanisms of mangrove ecosystems, we developed a cost-effective biomimetic system for salt separation and collection that synergistically integrates photothermal evaporation with ion-sieving processes and crystallization control mechanisms. This novel design achieves simultaneous separation and collection of NaCl at a single interface. The system demonstrates superior separation performance under high-salinity conditions, achieving a remarkable salt crystallization rate of 72 g m⁻² h⁻¹ in 20 wt% saline solution with a separation factor of 2.72 at a NaCl/Na₂SO₄ ratio of 3. The system maintained high-efficiency and stable operation during prolonged cycling experiments. By synergistically combining salt separation/collection with interfacial evaporation on a unified platform, this study presents an efficient and sustainable approach for salt fractionation that significantly advances the field of brine resource recovery.</div></div>","PeriodicalId":17528,"journal":{"name":"Journal of water process engineering","volume":"75 ","pages":"Article 107877"},"PeriodicalIF":6.3,"publicationDate":"2025-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144069742","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}