Energy Storage最新文献_第9页

Pd-Supported CoZn-MOF as a Potential Electrocatalyst for Electro Oxidation of Butanol in Alkaline Media pd负载的CoZn-MOF作为碱性介质中丁醇电氧化的潜在电催化剂

Energy Storage Pub Date : 2025-05-14 DOI: 10.1002/est2.70193

Tummala Anusha, Shaik Sharmila, Pradeep Kumar Brahman

{"title":"Pd-Supported CoZn-MOF as a Potential Electrocatalyst for Electro Oxidation of Butanol in Alkaline Media","authors":"Tummala Anusha, Shaik Sharmila, Pradeep Kumar Brahman","doi":"10.1002/est2.70193","DOIUrl":"https://doi.org/10.1002/est2.70193","url":null,"abstract":"<div>\u0000 \u0000 <p>In direct alcohol fuel cells (DAFCs), long-chain alcohols like butanol have gained attention over the past decade as a substitute for gasoline due to their higher energy density and reduced membrane crossover compared to short-chain alcohols such as methanol and ethanol. Although limited research has been explored on the oxidation of butanol compared to that of methanol and ethanol. In the present work, a bimetallic organic framework (CoZn-MOF) was employed to disperse Pd nanoparticles and was utilized for the first time for butanol oxidation in basic media. The CoZn-MOF was synthesized through the coprecipitation method, followed by electrodeposition of Pd nanoparticles onto the nanocomposite. The as-prepared catalyst material was characterized by SEM, EDS, XRD, and FT-IR analysis. Electrochemical analysis, including cyclic voltammetry (CV), electrochemical impedance spectroscopy, and chronoamperometric studies, revealed that the Pd@CoZn-MOF/GCE showed outstanding electrocatalytic performance, higher current density (0.01895 A cm<sup>−2</sup>), excellent stability (350 cycles) and durability (3000 s), and strong resistance to catalytic poisoning from carbonaceous species during butanol electro-oxidation, which is due to the effective synergy between CoZn-MOF and Pd nanoparticles, which enhances electron transfer. The findings proved that the newly developed electro-catalyst is a promising alternative to traditional Pt-based catalysts in DACs.</p>\u0000 </div>","PeriodicalId":11765,"journal":{"name":"Energy Storage","volume":"7 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143944519","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Sand Cat Swarm Optimization and Attention-Based Graph Convolutional Neural Network for Energy Management Analysis of Grid-Connected Hybrid Wind-Microturbine-Photovoltaic-Electric Vehicle Systems 沙猫群优化与基于注意力的图卷积神经网络并网风微-光电-电动车混合系统能量管理分析

Energy Storage Pub Date : 2025-05-14 DOI: 10.1002/est2.70187

R. J. Venkatesh, Suraj Rajesh Karpe, Bapu Kokare, K. V. Pradeep

{"title":"Sand Cat Swarm Optimization and Attention-Based Graph Convolutional Neural Network for Energy Management Analysis of Grid-Connected Hybrid Wind-Microturbine-Photovoltaic-Electric Vehicle Systems","authors":"R. J. Venkatesh, Suraj Rajesh Karpe, Bapu Kokare, K. V. Pradeep","doi":"10.1002/est2.70187","DOIUrl":"https://doi.org/10.1002/est2.70187","url":null,"abstract":"<div>\u0000 \u0000 <p>A Hybrid Wind-MicroTurbine (MT)-Photovoltaic (PV)-Electric Vehicle (EV) system integrates multiple renewable energy sources (RES) and storage technologies to optimize power generation, distribution, and consumption. However, the high cost of installing wind Turbine (WT), MT, PV panels, and Energy Storage Systems (ESS), along with the necessary infrastructure, makes it a costly solution, particularly for small-scale or residential applications. To address these challenges, this paper proposes a hybrid approach for the economic assessment of a grid-connected hybrid Wind-MT-PV-EV system. The proposed method combines the Sand Cat Swarm Optimization (SCSO) algorithm with the Attention-Based Sparse Graph Convolutional Neural Network (ASGCNN), forming the SCSO-ASGCNN technique. The goal is to enhance the economic performance, cost-effectiveness, and dynamic control of the hybrid system. The SCSO algorithm is employed to optimize energy management (EM) and improve the operational efficiency of the system, while the ASGCNN is utilized to predict the forecast patterns of energy generation and consumption. The proposed method is implemented on the MATLAB platform and evaluated against several existing approaches, including the Adaptive Genetic Algorithm (AGA), Proximal Policy Optimization (PPO), State-Action-Reward-State-Action (SARSA), Deep Reinforcement Learning (DRL), and Modified Dragonfly Algorithm (MDA). The results show that the SCSO-ASGCNN method achieves the lowest average cost of $532.63, demonstrating its superior performance in minimizing costs compared to other methods.</p>\u0000 </div>","PeriodicalId":11765,"journal":{"name":"Energy Storage","volume":"7 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143944513","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Charge Storage Performance of Porous Activated Carbon Derived From Bamboo Stems for Symmetric Supercapacitor Electrodes

Energy Storage Pub Date : 2025-05-14 DOI: 10.1002/est2.70178

Rohit Yadav, Savita Sharma, Hitesh Borkar, Kusum Kumari

{"title":"Charge Storage Performance of Porous Activated Carbon Derived From Bamboo Stems for Symmetric Supercapacitor Electrodes","authors":"Rohit Yadav, Savita Sharma, Hitesh Borkar, Kusum Kumari","doi":"10.1002/est2.70178","DOIUrl":"https://doi.org/10.1002/est2.70178","url":null,"abstract":"<div>\u0000 \u0000 <p>Activated carbon (AC) obtained from bamboo stems is used in this study as an electrode material for the symmetric supercapacitor as it is cost-effective and bio-renewable. The activated carbon was synthesized in two steps at the optimal temperature of 700°C, involving thermal carbonization and chemical activation with ZnCl<sub>2</sub>. The distorted honeycomb and void-containing surface morphology of the synthesized activated carbon (AC<sub>b</sub>) was confirmed by scanning electron microscope (SEM) analysis. X-ray diffraction (XRD) was performed for the crystallography, and X-ray photoelectron spectroscopy (XPS) was performed for the elements' chemical states. Brunauer–Emmett–Teller (BET) analysis confirmed the mesoporosity (avg. pore radius 42.1 Å) and high specific surface area (92.1 m<sup>2</sup> g<sup>−1</sup>) of the AC<sub>b</sub>. Electrochemical studies revealed that the three-electrode system demonstrated a specific capacitance of 75.8 F g<sup>−1</sup> at 5 mV s<sup>−1</sup> in 1 M NaOH electrolyte. A capacitance retention of 75% was obtained even after 10,000 cyclic voltammetry (CV) cycles. An LED light was illuminated using a fabricated two-electrode symmetric device. However, for practical applications, more durability study is needed. This study offers insightful new information about how to best utilize chemically processed AC derived from bamboo stems in modern energy conservation systems.</p>\u0000 </div>","PeriodicalId":11765,"journal":{"name":"Energy Storage","volume":"7 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143944516","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Energy and Exergy Analyses of A Novel Model Trombe Wall System Using Natural Zeolite-Perlite Composite Plates

Energy Storage Pub Date : 2025-05-14 DOI: 10.1002/est2.70181

Hakan Yilmaz, Canan Kandilli

{"title":"Energy and Exergy Analyses of A Novel Model Trombe Wall System Using Natural Zeolite-Perlite Composite Plates","authors":"Hakan Yilmaz, Canan Kandilli","doi":"10.1002/est2.70181","DOIUrl":"https://doi.org/10.1002/est2.70181","url":null,"abstract":"<div>\u0000 \u0000 <p>In this study, the experimental performance of a model Trombe wall application using perlite-enhanced natural zeolite composite plate a thermal mass was evaluated. The production and basic parameters of the perlite-added natural zeolite plate were given, energy and exergy analyses were carried out with the data obtained from the test results, and the results were compared with similar ones in the literature. For the first time in the literature, a Trombe wall model using a natural zeolite-perlite composite plate as the thermal mass was experimentally evaluated and subjected to energy and exergy analyses. The experiments revealed that the composite Trombe wall (CTW) achieved a maximum indoor temperature of 38°C, with a notable 11.5°C temperature difference between indoor and outdoor conditions. Energy efficiency of the system varied from 21% to 70%, while exergy efficiency ranged from 0.05% to 1.10%. These results suggest that the CTW system, utilizing natural zeolite-perlite composite plates, is a promising solution for enhancing energy efficiency and thermal comfort in buildings. This study aims to contribute to future research on energy efficiency in nearly zero-energy buildings (nZEBs) and related structures.</p>\u0000 </div>","PeriodicalId":11765,"journal":{"name":"Energy Storage","volume":"7 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143944515","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Clarifying the Loss Mechanism of Advanced Adiabatic Compressed Air Energy Storage From the Aspects of Factors and Components

Energy Storage Pub Date : 2025-05-14 DOI: 10.1002/est2.70195

Ruochen Ding, Zhengyang Tang, Yaran Liang, Wen Su, Xinxing Lin, Zhimei Zheng, Sumin Guan

{"title":"Clarifying the Loss Mechanism of Advanced Adiabatic Compressed Air Energy Storage From the Aspects of Factors and Components","authors":"Ruochen Ding, Zhengyang Tang, Yaran Liang, Wen Su, Xinxing Lin, Zhimei Zheng, Sumin Guan","doi":"10.1002/est2.70195","DOIUrl":"https://doi.org/10.1002/est2.70195","url":null,"abstract":"<div>\u0000 \u0000 <p>Currently, advanced adiabatic compressed air energy storage (AA-CAES) has been widely used, but the quantitative study of its energy loss is still unresolved. Therefore, the ideal AA-CAES with a round-trip efficiency (RTE) of 100% is defined to quantify the energy losses in the AA-CAES from the aspects of factors and components, so as to clarify the loss mechanism of AA-CAES. First, eight energy loss factors affecting the performances of AA-CAES are identified. Then, based on component type, six components of AA-CAES are identified. After that, to obtain the system energy flow, the corresponding thermodynamic models are developed. Finally, based on the given operating conditions, the energy losses corresponding to each factor and component are obtained sequentially using univariate analysis, and parametric analysis is carried out. The results show that in terms of energy loss factors, the storage device has the greatest impact on system performance with a compression work increment d<i>E</i><sub>charge</sub> of 72.56 MWh and an RTE of 89.21%. In terms of components, the compressors and turbines have the greatest impact on system performance. Furthermore, there is a synergistic effect among the factors. The effect of different factors acting together is greater than the superposition of individual values.</p>\u0000 </div>","PeriodicalId":11765,"journal":{"name":"Energy Storage","volume":"7 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143944651","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","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 Charge Estimation Based on Cumulative Error Based-Extended Kalman Filter for Electric Vehicle Applications 基于累积误差的扩展卡尔曼滤波的电动汽车充电状态估计

Energy Storage Pub Date : 2025-05-14 DOI: 10.1002/est2.70174

Suwarna Shete, R. K. Kumawat

引用次数: 0

Hydrogenated Diamond-Like Carbon (HDLC) as Energy Storage Nanomaterials: A Review 氢化类金刚石碳（HDLC）储能纳米材料研究进展

Energy Storage Pub Date : 2025-05-14 DOI: 10.1002/est2.70191

Hari Shankar Biswas, Amit Kumar Kundu

{"title":"Hydrogenated Diamond-Like Carbon (HDLC) as Energy Storage Nanomaterials: A Review","authors":"Hari Shankar Biswas, Amit Kumar Kundu","doi":"10.1002/est2.70191","DOIUrl":"https://doi.org/10.1002/est2.70191","url":null,"abstract":"<div>\u0000 \u0000 <p>The increasing global demand for efficient energy storage systems, driven by the proliferation of portable electronics, electric vehicles, and renewable energy sources, necessitates the development of advanced materials. Conventional energy storage technologies, such as lithium-ion batteries and supercapacitors, face persistent challenges related to limited capacity, efficiency, and long-term durability. Advanced nanomaterials have emerged as a solution to these challenges, and hydrogenated diamond-like carbon (HDLC) has gained significant attention as a promising candidate. This review offers a comprehensive analysis of HDLC as a nanomaterial for energy storage applications. HDLC exhibits exceptional properties, including high hardness, chemical stability, and tunable electrical conductivity, making it ideal for next-generation energy storage devices. The paper begins by discussing the critical challenges in energy storage and the role of innovative materials in overcoming these barriers. It then explores the structure, synthesis methods, and unique properties of HDLC, focusing on the impact of hydrogen incorporation on its mechanical, electrical, and chemical characteristics. The review highlights the versatility of HDLC in various applications, such as lithium-ion batteries, supercapacitors, and fuel cells, where it serves as a robust electrode material due to its superior conductivity, stability, and surface area. Recent advancements, including surface engineering and enhanced electrochemical performance, are examined alongside challenges such as material degradation and environmental concerns. Emerging trends and future research directions are identified, emphasizing HDLC's potential to revolutionize energy storage technologies and contribute to a sustainable energy future.</p>\u0000 </div>","PeriodicalId":11765,"journal":{"name":"Energy Storage","volume":"7 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143944520","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Single-Input Multi-Isolated-Output SEPIC-Ćuk Converter for E-Bike Charging: Modeling, Design, and Prototype Implementation 单输入多隔离输出SEPIC-Ćuk电动自行车充电转换器：建模，设计和原型实现

Energy Storage Pub Date : 2025-05-14 DOI: 10.1002/est2.70176

B. S. Sudarshan, G. Arunkumar, Gokull Sridhar, Kashish Mittal

{"title":"Single-Input Multi-Isolated-Output SEPIC-Ćuk Converter for E-Bike Charging: Modeling, Design, and Prototype Implementation","authors":"B. S. Sudarshan, G. Arunkumar, Gokull Sridhar, Kashish Mittal","doi":"10.1002/est2.70176","DOIUrl":"https://doi.org/10.1002/est2.70176","url":null,"abstract":"<div>\u0000 \u0000 <p>As the global automotive industry shifts towards greater electric vehicle (EV) adoption, developing countries have also increased their funding for EV infrastructure development. As more charging stations are built, it also becomes critical to ensure that the waiting time before charging is reduced. Reducing waiting times will be crucial in promoting EV adoption. The majority of individuals prefer using electric two-wheelers, such as electric bikes (e-bikes). The e-bikes use low-voltage batteries, which need low power. Therefore, it is crucial to implement chargers that are suited to charge low-voltage, low-power EVs. This study proposes a single-input multi-output (SIMO) modified SEPIC-Ćuk Combined Isolated DC-DC Converter for charging low- and medium-voltage batteries with varying power levels. The modes of operation are described in detail with the pertinent dynamic equations. The non-ideal modeling of the proposed converter parts is detailed. Calculations of the currents and voltages of the components are provided after presenting the converter design for the considered specifications. A detailed design of the high-frequency transformer is provided with the corresponding design equations. The criteria for the selection of components are described, along with the importance of testing the transformer frequency range. Simulation results are provided to validate the calculations, and the converter hardware prototype is implemented to validate the operation and novelty. The high frequency of MOSFET switching ensures a reduced size of inductors and capacitors, leading to a reduced converter size. The proposed converter is a novel isolated DC-DC converter that can be used to charge three EV batteries of different voltage levels simultaneously for low- and medium-power EV applications.</p>\u0000 </div>","PeriodicalId":11765,"journal":{"name":"Energy Storage","volume":"7 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143944517","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Hydrogen Storage Properties of Ultrasound-Assisted Synthesized Pt Nanosheets 超声辅助合成铂纳米片的储氢性能

Energy Storage Pub Date : 2025-05-14 DOI: 10.1002/est2.70188

Nora A. Salih, Mohammed N. Jassim, Fatima A. Eraibi, Mustafa A. Alheety, Abhinav Kumar, Suresh Ghotekar, Mohammed J. Alwan

{"title":"Hydrogen Storage Properties of Ultrasound-Assisted Synthesized Pt Nanosheets","authors":"Nora A. Salih, Mohammed N. Jassim, Fatima A. Eraibi, Mustafa A. Alheety, Abhinav Kumar, Suresh Ghotekar, Mohammed J. Alwan","doi":"10.1002/est2.70188","DOIUrl":"https://doi.org/10.1002/est2.70188","url":null,"abstract":"<div>\u0000 \u0000 <p>The synthesis of platinum nanoparticles was conducted in this research via the sol–gel method in the presence of ultrasound as a dispersing and reaction device in ascorbic acid. The synthon for Pt was the novel complex of platinum with 3,4,5-trimethoxybenzoic acid and [Pt(TMB)<sub>2</sub>]. The Pt nanoparticle was characterized using XRD and TEM; the results demonstrate the formation of a sheet-like structure of pure Pt NPs with a thickness of 20 nm. The prepared complex (synthon) was synthesized via a one-step method in the presence of an alkali medium (NaOH), and the product was characterized using FTIR, <sup>1</sup>H-NMR, and mass spectra. The prepared complex and the prepared nanoparticles were used as gas-capturing material. The study was conducted in the pressure range of 0–100 bar at 173 K, and then the thermodynamic properties were calculated at different temperatures (77–273 K). The results demonstrate that the enthalpy was equal to −53.350615 KJ/mol H<sub>2</sub> (while the entropy was −338.881 J/mol H<sub>2</sub>).</p>\u0000 </div>","PeriodicalId":11765,"journal":{"name":"Energy Storage","volume":"7 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143944518","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Comparative Environmental Impact Assessment of a Daily Electricity Restitution Operated by Advanced Adiabatic Compressed Air Energy Storage Systems (A-CAES)

Energy Storage Pub Date : 2025-05-14 DOI: 10.1002/est2.70194

M. Lucas, H. Bewi Komesse, S. Duval—Dachary, D. Teixeira

{"title":"Comparative Environmental Impact Assessment of a Daily Electricity Restitution Operated by Advanced Adiabatic Compressed Air Energy Storage Systems (A-CAES)","authors":"M. Lucas, H. Bewi Komesse, S. Duval—Dachary, D. Teixeira","doi":"10.1002/est2.70194","DOIUrl":"https://doi.org/10.1002/est2.70194","url":null,"abstract":"<p>Renewable energy storage is essential to address the intermittent nature of renewable sources. Beyond widely used Li-ion batteries and Pumped Hydro Energy Storage (PHES), Advanced Adiabatic Compressed Air Energy Storage (A-CAES) offers promising potential, although it is not yet commercially available in Europe. This study evaluates the environmental impacts and exergy demand of daily electricity discharge over 30 years for both 10 and 100 MWe A-CAES systems. The 10 MW system is compared to Li-ion batteries (NMC/Graphite, LFP/Graphite, and NMC/LTO chemistries), while the 100 MW system is compared to PHES. Analyses are conducted at both endpoint (human health, ecosystems, and resources) and midpoint levels (climate change and exergy demand). Results show that the 10 and 100 MW A-CAES systems have similar or higher impacts compared to their counterparts when coupled with the French electricity grid mix. This is primarily due to the impacts associated with the electricity to be stored and round-trip efficiency losses: Li-ion batteries and the PHES system have higher efficiency (79.1% and 82%, respectively) than A-CAES systems (54.4% for the 10 MW and 70% for the 100 MW). However, when coupled with renewable sources, which have lower impacts than the French grid mix, A-CAES systems are more beneficial due to lower equipment life cycle impacts, particularly for the 10 MW A-CAES (equipment impact: 11 gCO<sub>2</sub>eq/kWh returned to the grid) compared to Li-ion batteries (equipment impact: 54 gCO<sub>2</sub>eq/kWh returned to the grid). The study highlights A-CAES as a viable long-term storage alternative within a cradle-to-grave framework, though it acknowledges limitations, such as differences in technology readiness level (TRL) and the need for measured data to strengthen comparisons with established solutions.</p>","PeriodicalId":11765,"journal":{"name":"Energy Storage","volume":"7 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/est2.70194","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143944650","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0