Journal of energy storage最新文献

A novel leasing pricing mechanism towards flexible energy storage application between distribution networks and energy storage station 一种面向配电网与储能站间灵活储能应用的新型租赁定价机制

IF 8.9 2区工程技术

Journal of energy storage Pub Date : 2025-09-12 DOI: 10.1016/j.est.2025.118418

Yixin Liu , Xinbei Liu , Li Guo , Zhongguan Wang , Haifeng Yu , Yifei Wang , Chengshan Wang

{"title":"A novel leasing pricing mechanism towards flexible energy storage application between distribution networks and energy storage station","authors":"Yixin Liu , Xinbei Liu , Li Guo , Zhongguan Wang , Haifeng Yu , Yifei Wang , Chengshan Wang","doi":"10.1016/j.est.2025.118418","DOIUrl":"10.1016/j.est.2025.118418","url":null,"abstract":"<div><div>The integration of large-scale distributed photovoltaic (PV) and seasonal load fluctuations has raised escalating short-term overload risks to distribution networks (DNs), while deploying energy storage (ES) in DNs can alleviate these issues, high investment costs, low utilization rates, and revenue instability hinder its adoption. On the other hand, the revenue of energy storage stations (ESS) is highly influenced by market prices and ancillary service mechanisms, leading to unstable returns. Therefore, this paper proposes a novel leasing pricing mechanism towards flexible energy storage application for DNs and ESS. Firstly, an optimal bidding model considering both energy and frequency regulation (FR) markets is developed for ESS to assess potential market revenues. Then, a robust optimization scheduling model of DNs with the leased ES is formulated to ensure the safe and economic operation under uncertainties. Furthermore, a PSO-Nash bargaining-based cooperative game model is proposed to determine both the optimal leased capacity and price between DNs and ESS, achieving a win-win solution between the two subjects. Simulations on a modified IEEE 33-node system demonstrate the effectiveness of the proposed method, the per-unit ES capacity costs of DN has decrease by 10.6 %, while per-unit capacity revenue of ESS has increased by 4.3 %–15.3 %.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"136 ","pages":"Article 118418"},"PeriodicalIF":8.9,"publicationDate":"2025-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145047435","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}

引用次数: 0

Sb2Se3 nanowires encapsulated in multi-walled carbon nanotubes with optimized interface as anodes for lithium-ion batteries 将Sb2Se3纳米线封装在具有优化界面的多壁碳纳米管中作为锂离子电池的阳极

IF 8.9 2区工程技术

Journal of energy storage Pub Date : 2025-09-12 DOI: 10.1016/j.est.2025.118378

Dan Zhao , Mengyu Dang , Hongyan Han , Wenhao Zhao , Yi Liu , Shouwu Guo

{"title":"Sb2Se3 nanowires encapsulated in multi-walled carbon nanotubes with optimized interface as anodes for lithium-ion batteries","authors":"Dan Zhao , Mengyu Dang , Hongyan Han , Wenhao Zhao , Yi Liu , Shouwu Guo","doi":"10.1016/j.est.2025.118378","DOIUrl":"10.1016/j.est.2025.118378","url":null,"abstract":"<div><div>Sb<sub>2</sub>Se<sub>3</sub> has appeared as a highly prospective anode material for lithium-ion batteries (LIBs) owing to its abundant resources, a remarkable theoretical capacity of 670 mA h g<sup>−1</sup>, and the presence of both alloy and conversion reaction mechanisms. Nevertheless, its drastic volume change during cycling caused rapid capacity decay. To address these issues, a common approach is to combine Sb<sub>2</sub>Se<sub>3</sub> with carbon materials. In this study, Sb<sub>2</sub>Se<sub>3</sub> encapsulated in multi-walled carbon nanotubes (MWCNTs) were fabricated through a one-step low-pressure vapor-phase reaction, forming the Sb<sub>2</sub>Se<sub>3</sub>@MWCNTs composite. The nanosize effect of Sb<sub>2</sub>Se<sub>3</sub> can alleviate its structural fracture during cycling. MWCNT network is advantageous for electron/ion transport. Subsequently, poly(3,4-ethylenedioxythiophene) (PEDOT), a conjugated polymer, was employed as an electron-enhancing buffer layer to further coat MWCNTs, creating the Sb<sub>2</sub>Se<sub>3</sub>@MWCNTs/PEDOT. More importantly, the PEDOT layer could create a robust solid electrolyte interface (SEI). By adjusting the ratio of Sb<sub>2</sub>Se<sub>3</sub> to MWCNTs, Sb<sub>2</sub>Se<sub>3</sub>@MWCNTs/PEDOT-7:3 composite exhibited a capacity of 648 mAh g<sup>−1</sup> after 200 cycles at 0.5 A g<sup>−1</sup> and a capacity of 495 mAh g<sup>−1</sup> after 970 cycles at 2 A g<sup>−1</sup>, demonstrating a highly promising class of high-performance LIB anode materials.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"136 ","pages":"Article 118378"},"PeriodicalIF":8.9,"publicationDate":"2025-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145047951","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}

引用次数: 0

Optoelectronic properties and stability of hydride antiperovskites X₃HS (X = Li, Na, K, Rb): First-principles insights for solid-state battery applications 氢化物反钙钛矿X₃HS （X = Li, Na， K, Rb）的光电性质和稳定性：固态电池应用的第一性原理见解

IF 8.9 2区工程技术

Journal of energy storage Pub Date : 2025-09-12 DOI: 10.1016/j.est.2025.118237

Djilali Bensaid , Salem Hebri , Yahia Azzaz , Bendouma Doumi , Allel Mokaddem , Noureddine Moulay , Adlane Sayede

{"title":"Optoelectronic properties and stability of hydride antiperovskites X₃HS (X = Li, Na, K, Rb): First-principles insights for solid-state battery applications","authors":"Djilali Bensaid , Salem Hebri , Yahia Azzaz , Bendouma Doumi , Allel Mokaddem , Noureddine Moulay , Adlane Sayede","doi":"10.1016/j.est.2025.118237","DOIUrl":"10.1016/j.est.2025.118237","url":null,"abstract":"<div><div>Our study provides a comprehensive exploration of the optoelectronic properties of X₃HS hydride antiperovskites, where X stands for alkali metals (Li, Na, K, and Rb). Utilizing first-principles calculations, we began by assessing the stability of these antiperovskites through phonon dispersion, formation energy, and entropy analysis, all of which confirmed their structural stability. Analysis of the band structure topology revealed that K₃HS and Rb₃HS are direct bandgap semiconductors, while Li₃HS and Na₃HS exhibit indirect bandgap characteristics. This classification was further validated by examining the electronic charge distribution on each atom within the crystals, employing Bader charge analysis to determine the nature of the atomic bandgaps, and then a topographical charge density analysis was performed to confirm the ionic nature of the bonds in our compound. Additionally, we investigated the real and imaginary components of the dielectric function, which offered critical insights into key optical parameters, including the absorption coefficient and refractive index.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"136 ","pages":"Article 118237"},"PeriodicalIF":8.9,"publicationDate":"2025-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145047434","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}

引用次数: 0

Enhancement of heat transfer for metallic honeycomb cores and phase change materials in battery thermal management systems 电池热管理系统中金属蜂窝芯和相变材料的传热增强

IF 8.9 2区工程技术

Journal of energy storage Pub Date : 2025-09-12 DOI: 10.1016/j.est.2025.118354

Zheng Yang , Baoshi Yao , Yunhao Zhu , Zhongqun Liu , Yongqiang Liu , Changfa Tao , Lunlun Gong

{"title":"Enhancement of heat transfer for metallic honeycomb cores and phase change materials in battery thermal management systems","authors":"Zheng Yang , Baoshi Yao , Yunhao Zhu , Zhongqun Liu , Yongqiang Liu , Changfa Tao , Lunlun Gong","doi":"10.1016/j.est.2025.118354","DOIUrl":"10.1016/j.est.2025.118354","url":null,"abstract":"<div><div>The temperature of lithium-ion batteries (LIBs) influences the operational performance seriously. It is essential to control the temperature effectively during the charging and discharging phases. In order to address localized heat accumulation and thermal inertia limitations, this study proposes a novel hybrid battery thermal management system (BTMS) combining the honeycomb-inspired metallic lattice structures (pore size: 20–26 mm) with phase change material (PCM). The PCM-metallic honeycomb core (MHC) system reduces the peak surface temperatures by 42 % at 3C discharge, while its maximum temperature gradient is below 2 °C comparing to pure PCM (>2 °C). The internal heat transfer has been enhanced by the MHC within the PCM, the heat transfer from the LIB's surface to the external PCM is accelerated, which brings a more uniform temperature distribution. MHC delays PCM phase transition initiation by 404 s and suppressed liquid phase fraction to ≤20 % (2C, 26 mm pore size). The PCM's heat absorption efficiency decreases with the increase in the ambient temperature, which leads to faster melting and an earlier attainment of the heat absorption limit.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"136 ","pages":"Article 118354"},"PeriodicalIF":8.9,"publicationDate":"2025-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145047950","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}

引用次数: 0

Quantum-inspired grey wolf optimizer for rapid lithium-ion battery parameter identification in electric vehicles 基于量子启发的电动汽车锂离子电池参数快速识别灰狼优化器

IF 8.9 2区工程技术

Journal of energy storage Pub Date : 2025-09-12 DOI: 10.1016/j.est.2025.118425

Guiwei Huang , Feiyan Qin , Yang Zhao , Weimin Li , Zhiwen Li

{"title":"Quantum-inspired grey wolf optimizer for rapid lithium-ion battery parameter identification in electric vehicles","authors":"Guiwei Huang , Feiyan Qin , Yang Zhao , Weimin Li , Zhiwen Li","doi":"10.1016/j.est.2025.118425","DOIUrl":"10.1016/j.est.2025.118425","url":null,"abstract":"<div><div>An accurate battery model is crucial for achieving efficient battery management. However, traditional parameter identification methods have limitations on dealing with the nonlinear characteristics of batteries, resulting in low identification accuracy and long identification cycles. To address this problem, this paper proposes a battery equivalent circuit model parameter identification method based on an improved grey wolf optimization algorithm (Q-DO-GWO). This method through incorporating the local development strategy from the ascending phase of the dandelion optimization (DO) into the convergence factor, and Brownian motion from the descending phase of DO into the individual movement trajectory of the GWO, enhances the exploration capability in global search. The Q-DO-GWO algorithm, through quantum encoding of the initial population and quantum rotation gate updates of population position, enables this method rapid convergence to the global optimal solution. Simulations are conducted to verify the superiority of the proposed method on the accuracy and speed of battery parameter identification over other three state-of-the-art intelligent optimization algorithms.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"136 ","pages":"Article 118425"},"PeriodicalIF":8.9,"publicationDate":"2025-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145047949","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}

引用次数: 0

State of health estimation for lithium-ion batteries under unknown usage history via distribution of relaxation times analysis and interpretable feature selection 基于松弛时间分布分析和可解释特征选择的未知使用历史下锂离子电池健康状态评估

IF 8.9 2区工程技术

Journal of energy storage Pub Date : 2025-09-12 DOI: 10.1016/j.est.2025.118421

Xin Li , Zhao Jin , Weizhen Jiang , Ruoli Tang , Xiangguo Yang , Yan Zhang

{"title":"State of health estimation for lithium-ion batteries under unknown usage history via distribution of relaxation times analysis and interpretable feature selection","authors":"Xin Li , Zhao Jin , Weizhen Jiang , Ruoli Tang , Xiangguo Yang , Yan Zhang","doi":"10.1016/j.est.2025.118421","DOIUrl":"10.1016/j.est.2025.118421","url":null,"abstract":"<div><div>Efficient and non-destructive assessment of the state of health (SOH) remains a critical yet challenging task for retired lithium batteries. This study investigates multiple feature selection methods for electrochemical impedance spectra (EIS), including relaxation time distribution, imaginary impedance, and real impedance components at characteristic frequencies, from both mechanistic and engineering perspectives. A total of 71 EIS datasets of retired batteries are collected, and their validity is verified through the Kramers–Kronig relationship. The polarization processes are decomposed using distribution of relaxation times (DRT) analysis to extract key polarization peak parameters as indirect features. In parallel, SHapley Additive exPlanations (SHAP) are applied to an XGBoost regression model, from which six characteristic frequencies—low-frequency imaginary and high-frequency real components—are identified as direct features. A dung beetle optimization (DBO)-XGBoost regression model is then developed to compare prediction accuracy and acquisition time across different feature sets. The results demonstrate that the prediction errors of the high-frequency real-part features are reduced by 43.8 % and 47 %, while the testing time is shortened by 95 % and 67.3 %, respectively, compared with DRT-based indirect features and low-frequency imaginary-part features.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"136 ","pages":"Article 118421"},"PeriodicalIF":8.9,"publicationDate":"2025-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145047433","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}

引用次数: 0

A review of the advances and prospects of aqueous zinc-based dual-ion batteries 综述了锌基双离子电池的研究进展及展望

IF 8.9 2区工程技术

Journal of energy storage Pub Date : 2025-09-12 DOI: 10.1016/j.est.2025.118393

Yue Shi , Yuanyuan Yang , Le Li

引用次数: 0

Characterization of electrochemical processes in Na-based liquid metal batteries on different timescales 不同时间尺度下na基液态金属电池电化学过程的表征

IF 8.9 2区工程技术

Journal of energy storage Pub Date : 2025-09-11 DOI: 10.1016/j.est.2025.118430

Renate Fetzer, Alfons Weisenburger, Georg Müller

{"title":"Characterization of electrochemical processes in Na-based liquid metal batteries on different timescales","authors":"Renate Fetzer, Alfons Weisenburger, Georg Müller","doi":"10.1016/j.est.2025.118430","DOIUrl":"10.1016/j.est.2025.118430","url":null,"abstract":"<div><div>The performance of liquid metal batteries (LMBs) is typically characterized by charge-discharging cycling. To gain fundamental understanding of the underlying electrochemical processes, this paper investigates in detail the buildup of the different overpotentials in an operating LMB. As model system, Na/LiCl-NaCl-KCl/Sb-Bi cells are assembled and tested. Cells with metal foam hosting the liquid Na are compared with foamless cells utilizing an insulating sheath. Based on data obtained by intermittent charging/discharging tests and electrochemical impedance spectroscopy, charge-transfer processes as well as diffusive and convective mass transport of Na inside the positive electrode are identified and quantified as function of the cell's state-of-charge. The convergence of the overpotential in the long-term/low-frequency limit is attributed to thermal convection if low currents are applied (impedance measurements). When applying larger currents such as the ones used for intermittent charging/discharging, an additional contribution attributed to solutal convection is observed and quantified. Thus, all processes relevant for the electrochemical performance of the tested Na-based LMB cells are captured, completely spanning the range from the millisecond timescale up to 1000 s.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"136 ","pages":"Article 118430"},"PeriodicalIF":8.9,"publicationDate":"2025-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145047948","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}

引用次数: 0

Two-stage energy management for grid-connected renewable energy systems: Sequential electric vehicle charging and co-optimization of economic efficiency and battery lifetime 并网可再生能源系统的两阶段能量管理：顺序电动汽车充电和经济效率和电池寿命的协同优化

IF 8.9 2区工程技术

Journal of energy storage Pub Date : 2025-09-11 DOI: 10.1016/j.est.2025.118420

Yiying Fan , Qinggang Yu , Kai Ou , Qiongbin Lin , Zhimin Dan , Ya-Xiong Wang

{"title":"Two-stage energy management for grid-connected renewable energy systems: Sequential electric vehicle charging and co-optimization of economic efficiency and battery lifetime","authors":"Yiying Fan , Qinggang Yu , Kai Ou , Qiongbin Lin , Zhimin Dan , Ya-Xiong Wang","doi":"10.1016/j.est.2025.118420","DOIUrl":"10.1016/j.est.2025.118420","url":null,"abstract":"<div><div>The productive use of renewable energy and growth of electric vehicles (EVs) offer opportunities for sustainable development. Renewable energy systems (RESs) are dispatched by the designed rational energy management strategy (EMS). However, the uncertainties of renewable energy generation and the risk of peak-on-peak like uncontrolled charging loads burden EMS scheduling. This article proposes a two-stage EMS for grid-connected RES considering charging of EVs. The presented microgrid includes photovoltaic system, energy storage battery, base loads, and EVs, and microgrid control centers make decisions. Monte Carlo method is used to describe EVs charging. The Stage 1 of the EMS is an EV sequential charging strategy, taking user convenience, grid load fluctuation, and user charging cost as the objective function, whose weights are assigned by the dynamic weighting method and solved by the improved particle swarm algorithm. Stage 2 is a multi-objective EMS that considers total system operating cost and battery lifetime, which is addressed by the improved grey wolf algorithm combined with the Stage 1 solution. Compared to the normal EMS, in the case study, the proposed strategy could improve the battery lifetime by 72.7 %, and decrease the total system operating cost by 4.8 %. The proposed EMS effectively meets different application scenarios and enhances system economic.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"136 ","pages":"Article 118420"},"PeriodicalIF":8.9,"publicationDate":"2025-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145047441","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}

引用次数: 0

A novel self-adaptive microcapsule mitigating the thermal runaway hazards of lithium-ion batteries 一种新型自适应微胶囊减轻了锂离子电池热失控的危险

IF 8.9 2区工程技术

Journal of energy storage Pub Date : 2025-09-11 DOI: 10.1016/j.est.2025.118238

Zhenwei Wei , Yong Peng , Qingyan Yuan , Jingyu Chen , Bowen Hou , Kun Huang , Hong Meng , Chengshan Xu , Man Chen , Xuning Feng , Minggao Ouyang

{"title":"A novel self-adaptive microcapsule mitigating the thermal runaway hazards of lithium-ion batteries","authors":"Zhenwei Wei , Yong Peng , Qingyan Yuan , Jingyu Chen , Bowen Hou , Kun Huang , Hong Meng , Chengshan Xu , Man Chen , Xuning Feng , Minggao Ouyang","doi":"10.1016/j.est.2025.118238","DOIUrl":"10.1016/j.est.2025.118238","url":null,"abstract":"<div><div>The safety issues caused by thermal runaway in lithium-ion batteries severely restrict their widespread application in fields such as electric vehicles and energy storage stations. Most research currently focuses on external passive firefighting after thermal runaway. To mitigate fire and explosion risks caused by rapid energy release in the micron-scale spaces of battery electrodes, a novel self-adaptive microcapsule has been proposed. The designed hydrated microcapsule consists of a melamine-urea-formaldehyde resin shell and a core material of Ba(OH)<sub>2</sub>·8H<sub>2</sub>O. Once the temperature exceeds 120 °C, the organic shell ruptures and releases the encapsulated core material. The hydrated core material can preemptively consume the lithium-embedded graphite on the negative electrode, thereby modulating the timing of the thermal runaway chain reaction to mitigate the hazards associated with thermal runaway in lithium-ion batteries. Differential scanning calorimetry results indicate that only 4 g/Ah of the microcapsules can reduce the total reaction enthalpy by 24.61 %. Cycling tests show that the battery assembled with the microcapsule achieves a capacity retention rate of 97.33 % after 225 cycles at a charge rate of 1/3C and a discharge rate of 1C. Accelerating rate calorimeter tests indicate that the maximum temperature during thermal runaway has been reduced by 106.2 °C. This solution enables energy unloading in the early stages of thermal runaway without the need for additional sensors, significantly mitigating the hazards of thermal runaway. The study provides a new approach for the safe development of lithium-ion batteries, with important prospects for practical application.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"136 ","pages":"Article 118238"},"PeriodicalIF":8.9,"publicationDate":"2025-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145047444","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}

引用次数: 0