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Advancements in solar technology, markets, and investments – A summary of the 2022 ISA World Solar Reports 太阳能技术、市场和投资的进步——2022年ISA世界太阳能报告摘要
Solar Compass Pub Date : 2023-06-01 DOI: 10.1016/j.solcom.2023.100045
Michael Schmela , Raffaele Rossi , Christophe Lits , Shravan Kumar Chunduri , Abhishek Shah , Rushikesh Muthyal , Paritosh Moghe , Saba Kalam , Arvind Jamkhedkar , Saksham Goel , P. Saratchandra
{"title":"Advancements in solar technology, markets, and investments – A summary of the 2022 ISA World Solar Reports","authors":"Michael Schmela ,&nbsp;Raffaele Rossi ,&nbsp;Christophe Lits ,&nbsp;Shravan Kumar Chunduri ,&nbsp;Abhishek Shah ,&nbsp;Rushikesh Muthyal ,&nbsp;Paritosh Moghe ,&nbsp;Saba Kalam ,&nbsp;Arvind Jamkhedkar ,&nbsp;Saksham Goel ,&nbsp;P. Saratchandra","doi":"10.1016/j.solcom.2023.100045","DOIUrl":"https://doi.org/10.1016/j.solcom.2023.100045","url":null,"abstract":"<div><p>This paper provides a summary of the Annual World Solar Reports on Technology, Markets, and Investments published by the International Solar Alliance (ISA) in October 2022. Solar has emerged as the technology of choice to drive the renewable energy transition. This preference for solar has been driven by technology maturity and improvements, cost reductions, and improved methods for grid integration of solar generation. Globally, solar has grown nearly 20 fold in the last decade to reach 920 GW of installed capacity in 2021. As solar approaches and crosses into Terawatt scale of deployment, a number of technological innovations are emerging to continue improving generation efficiency, power output, and material consumption. Additionally, manufacturing capacity is growing rapidly to meet demand for installations. The market for solar installations continues to grow around the world but will need to scale rapidly to meet net zero requirements. The growth in solar markets will also require a significant scale up in solar investments across the world through a wide range of instruments. The deployment of the correct solar related interventions can ensure that the world can achieve multi terawatt scale of solar deployment in the coming decades, thus supporting the global energy transition.</p></div>","PeriodicalId":101173,"journal":{"name":"Solar Compass","volume":"6 ","pages":"Article 100045"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50188095","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: 5
Long term rating (LTR) and energy efficacy of solar driven desalination systems in KSA using a common energy platform of standard solar energy (SSE) 使用标准太阳能(SSE)公共能源平台的KSA太阳能驱动海水淡化系统的长期评级(LTR)和能效
Solar Compass Pub Date : 2023-06-01 DOI: 10.1016/j.solcom.2023.100044
M. Burhan , Y. Jin , D. Ybyraiymkul , M.K. Ja , R. AlRowais , M.W. Shahzad , Q. Chen , K.C. Ng
{"title":"Long term rating (LTR) and energy efficacy of solar driven desalination systems in KSA using a common energy platform of standard solar energy (SSE)","authors":"M. Burhan ,&nbsp;Y. Jin ,&nbsp;D. Ybyraiymkul ,&nbsp;M.K. Ja ,&nbsp;R. AlRowais ,&nbsp;M.W. Shahzad ,&nbsp;Q. Chen ,&nbsp;K.C. Ng","doi":"10.1016/j.solcom.2023.100044","DOIUrl":"https://doi.org/10.1016/j.solcom.2023.100044","url":null,"abstract":"<div><p>All energy types consumed on Earth emanate from the Sun's photosphere, either directly or indirectly. The maximum potential of solar energy is based on direct normal irradiance from the sun. However, due to differences in the operation and production process of each system, instead of just direct normal irradiance, it is the maximum amount of radiation in any form available for the system. By introducing common platform based upon the concept of long term rating (LTR) and standard solar energy (SSE) platform, defined by the temperatures of the photosphere of the Sun and the average Earth's ambient, three practical solar harvesters were studied and compared in this paper. With such an approach, the efficacy of each solar system is compared meaningfully despite assorted optical and work or heat driven cycles were deployed. Citing the case of solar-powered seawater desalination example, the amount of standard solar energy (SSE) needed per m<sup>3</sup> produced by the stationary photovoltaic (PV), concentrated photovoltaic (CPV), and concentrated solar power (CSP) systems are 6.49, 2.36, and 2.99, respectively. Despite the more efficient use of SSE per m<sup>3</sup> by the CPV method, which is deemed technologically mature, yet the major trend for the investment of renewable solar systems, either willfully or ignorantly, is the least efficient solar PV. As sunlight availability per m<sup>2</sup> is finite, a causal approach is needed for sustainable solar desalination.</p></div>","PeriodicalId":101173,"journal":{"name":"Solar Compass","volume":"6 ","pages":"Article 100044"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50188089","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: 2
Note on solar roadmapping – a tool for accelerated deployment of solar technologies 关于太阳能路线图的说明——加速部署太阳能技术的工具
Solar Compass Pub Date : 2023-06-01 DOI: 10.1016/j.solcom.2023.100042
Stefan Nowak , Lawrence L. Kazmerski
{"title":"Note on solar roadmapping – a tool for accelerated deployment of solar technologies","authors":"Stefan Nowak ,&nbsp;Lawrence L. Kazmerski","doi":"10.1016/j.solcom.2023.100042","DOIUrl":"https://doi.org/10.1016/j.solcom.2023.100042","url":null,"abstract":"<div><p>This short note describes the basics and the process of technology roadmapping and its use to accelerate the deployment of solar technologies, in particular for solar photovoltaic technologies and applications in yet untapped markets, regions and countries. It emphasizes the important role of the roadmapping process itself, namely the crucial relevance of the stakeholder dialogue when establishing the vision and the targets of the solar roadmap.</p></div>","PeriodicalId":101173,"journal":{"name":"Solar Compass","volume":"6 ","pages":"Article 100042"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50188093","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
Designing with the Sun: Finding balance between aesthetics and energy performance in Building-integrated photovoltaic buildings 与太阳一起设计:在建筑一体化光伏建筑中寻求美学和能源性能之间的平衡
Solar Compass Pub Date : 2023-06-01 DOI: 10.1016/j.solcom.2023.100046
C. Zomer , M. Fossati , A. Machado
{"title":"Designing with the Sun: Finding balance between aesthetics and energy performance in Building-integrated photovoltaic buildings","authors":"C. Zomer ,&nbsp;M. Fossati ,&nbsp;A. Machado","doi":"10.1016/j.solcom.2023.100046","DOIUrl":"https://doi.org/10.1016/j.solcom.2023.100046","url":null,"abstract":"<div><p>Energy generation in buildings is a reality in several countries. But to obtain the best aesthetics and energetic performance from the photovoltaics (PV) architectural integration, it is necessary to make essential decisions in the design stage. This paper aims to demonstrate how decision-making in the design phase of the PV design can take advantage of two tools that allow the designer to evaluate the use of solar irradiation and the impact of shading in different conditions of orientation and inclination: the solar abacus and the shading masks. The method introduced each tool and explained how they could be used to support and guide the definition of architectural design. Additionally, the critical decision-making points for each tool were highlighted, enabling better comprehension for decision-making. The method was applied in two case studies in the same residential building located in the South of Brazil: one PV system for a rooftop and another PV system for a solar carport. As a result of the application of this method, although the orientations and inclinations existing in the case study were not ideally oriented, it was still possible to respect them, creating a building-integrated photovoltaic system (BIPV) design that harmonized with the building and valued the integration of the PV in the architecture. Due to the simplicity of interpretation of the adopted tools, both architects not specialized in solar energy and end customers can understand the decision-making process and the resulting losses from each project choice.</p></div>","PeriodicalId":101173,"journal":{"name":"Solar Compass","volume":"6 ","pages":"Article 100046"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50188094","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: 2
Sunny solutions: Tapping the source of unlimited opportunities 阳光解决方案:挖掘无限机会的源泉
Solar Compass Pub Date : 2023-03-01 DOI: 10.1016/j.solcom.2023.100038
Dr. Ajay Mathur, Dr. Yogi Goswami
{"title":"Sunny solutions: Tapping the source of unlimited opportunities","authors":"Dr. Ajay Mathur,&nbsp;Dr. Yogi Goswami","doi":"10.1016/j.solcom.2023.100038","DOIUrl":"https://doi.org/10.1016/j.solcom.2023.100038","url":null,"abstract":"","PeriodicalId":101173,"journal":{"name":"Solar Compass","volume":"5 ","pages":"Article 100038"},"PeriodicalIF":0.0,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50199087","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
Recent developments in state-of-the-art hydrogen energy technologies – Review of hydrogen storage materials 最先进的氢能技术的最新发展——储氢材料综述
Solar Compass Pub Date : 2023-03-01 DOI: 10.1016/j.solcom.2023.100033
Rupali Nagar , Sumita Srivastava , Sterlin Leo Hudson , Sandra L. Amaya , Ashish Tanna , Meenu Sharma , Ramesh Achayalingam , Sanjiv Sonkaria , Varsha Khare , Sesha S. Srinivasan
{"title":"Recent developments in state-of-the-art hydrogen energy technologies – Review of hydrogen storage materials","authors":"Rupali Nagar ,&nbsp;Sumita Srivastava ,&nbsp;Sterlin Leo Hudson ,&nbsp;Sandra L. Amaya ,&nbsp;Ashish Tanna ,&nbsp;Meenu Sharma ,&nbsp;Ramesh Achayalingam ,&nbsp;Sanjiv Sonkaria ,&nbsp;Varsha Khare ,&nbsp;Sesha S. Srinivasan","doi":"10.1016/j.solcom.2023.100033","DOIUrl":"https://doi.org/10.1016/j.solcom.2023.100033","url":null,"abstract":"<div><p>Hydrogen energy has been assessed as a clean and renewable energy source for future energy demand. For harnessing hydrogen energy to its fullest potential, storage is a key parameter. It is well known that important hydrogen storage characteristics are operating pressure-temperature of hydrogen, hydrogen storage capacity, hydrogen absorption-desorption kinetics and heat transfer in the hydride bed. Each application needs specific properties. Every class of hydrogen storage materials has a different set of hydrogenation characteristics. Hence, it is required to understand the properties of all hydrogen storage materials. The present review is focused on the state-of–the–art hydrogen storage materials including metal hydrides, magnesium-based materials, complex hydride systems, carbonaceous materials, metal organic frameworks, perovskites and materials and processes based on artificial intelligence. In each category of materials’ discovery, hydrogen storage mechanism and reaction, crystal structure and recent progress have been discussed in detail. Together with the fundamental synthesis process, latest techniques of material tailoring like nanostructuring, nanoconfinement, catalyzing, alloying and functionalization have also been discussed. Hydrogen energy research has a promising potential to replace fossil fuels from energy uses, especially from automobile sector. In this context, efforts initiated worldwide for clean hydrogen production and its use via fuel cell in vehicles is much awaiting steps towards sustainable energy demand.</p></div>","PeriodicalId":101173,"journal":{"name":"Solar Compass","volume":"5 ","pages":"Article 100033"},"PeriodicalIF":0.0,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50199376","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: 13
Pathways to the use of concentrated solar heat for high temperature industrial processes 高温工业过程中使用集中太阳能的途径
Solar Compass Pub Date : 2023-03-01 DOI: 10.1016/j.solcom.2023.100036
G.J. ‘Gus’ Nathan , Leok Lee , Philip Ingenhoven , Zhao Tian , Zhiwei Sun , Alfonso Chinnici , Mehdi Jafarian , Peter Ashman , Daniel Potter , Woei Saw
{"title":"Pathways to the use of concentrated solar heat for high temperature industrial processes","authors":"G.J. ‘Gus’ Nathan ,&nbsp;Leok Lee ,&nbsp;Philip Ingenhoven ,&nbsp;Zhao Tian ,&nbsp;Zhiwei Sun ,&nbsp;Alfonso Chinnici ,&nbsp;Mehdi Jafarian ,&nbsp;Peter Ashman ,&nbsp;Daniel Potter ,&nbsp;Woei Saw","doi":"10.1016/j.solcom.2023.100036","DOIUrl":"https://doi.org/10.1016/j.solcom.2023.100036","url":null,"abstract":"<div><p>New analysis is presented identifying strong potential for Concentrating Solar Thermal technology (CST) to be a cost-effective contributor to future sources of net zero-emissions, high temperature industrial process heat relative to other emerging options. Nevertheless, significant further development of the technology is needed to realise this potential because the majority of previous investment in CST has targeted lower temperature applications in power generation, which employs different working fluids and typically operates at different scales. A comparison with the flame temperatures typically employed in current industrial processes, together with an allowance for thermal storage, suggests that receiver temperatures in the range of 1100 − 1500 °C will be needed to drive many current high-temperature industrial processes, which is far above the range of temperatures employed commercially and also above the range at which most pilot-scale work for CST has been undertaken to date. Technology development will therefore be needed to realise this potential, both for the solar thermal plant and for the industrial processing plant, since current reactors have been developed to utilise fossil fuels. More work is also needed to advance understanding of the best options with which to hybridise CST with another back-up energy source, such as hydrogen, since it is uneconomical to seek to manage seasonal variability with thermal storage alone.</p><p>A case study is then presented of the techno-economic performance of a system based on the solar expanding-vortex receiver, which has proven potential to operate at the required temperature range and also employs air as the Heat Transfer Media (HTM) to facilitate integration into existing industrial processes. This analysis summarises the first major assessment of a fully integrated system that considers the full path from the solar plant to the industrial processes with thermal storage and combustion back-up, using a transient model that accounts for one year of resource variability in 15 min time intervals. The complexity of the system is compounded by the interdependence of the performance of each component, whichmakes it challenging to optimise. For example, the costs of integrating the solar thermal output to the industrial plant can be comparable with that of the heliostat field for a single tower at scales of 50MWth. However, the relative cost of integration decreases with an increase in thermal scale. Importantly, the best of these systems is found to have good potential to provide cost-competitive Levelised Cost of Heat (LCOH) compared with projected costs for other options for net-zero heat, notably green electrical power and hydrogen with storage, provided that the solar resource is good. Furthermore, it is anticipated that further reductions in LCOH will be possible, both with further system optimisation and with future technology development, such as that employing alternative HTM includ","PeriodicalId":101173,"journal":{"name":"Solar Compass","volume":"5 ","pages":"Article 100036"},"PeriodicalIF":0.0,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50199380","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: 4
Inventions, innovations, and new technologies: Solar Desalination 发明、创新和新技术:太阳能海水淡化
Solar Compass Pub Date : 2023-03-01 DOI: 10.1016/j.solcom.2023.100037
Samantha Wijewardane , Noreddine Ghaffour
{"title":"Inventions, innovations, and new technologies: Solar Desalination","authors":"Samantha Wijewardane ,&nbsp;Noreddine Ghaffour","doi":"10.1016/j.solcom.2023.100037","DOIUrl":"https://doi.org/10.1016/j.solcom.2023.100037","url":null,"abstract":"<div><p>This article is a brief review of inventions, innovations, and commercialization aspects of solar desalination technology for clean water supply. It is estimated that by the year 2025, nearly two-thirds of the global population will be affected by clean water scarcity. Solar desalination is one of the most sustainable ways of facing this global challenge with emerging technological advancements. Highly efficient interfacial solar evaporation that localizes the heat on the evaporating surface has attracted tremendous research interest within the last few years. In addition, notable innovations can be found in adsorption desalination and energy-efficient freeze desalination. The mini review is followed by a list of notable recent patents and articles. However, the list is by no means exhaustive or complete, and quite possibly some important patents and articles are not cited. The mini review and the lists support the objective of this section: to draw attention to the topic of inventions, innovations and new technologies, which can be a major contributor to the global goal of net zero carbon emissions.</p></div>","PeriodicalId":101173,"journal":{"name":"Solar Compass","volume":"5 ","pages":"Article 100037"},"PeriodicalIF":0.0,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50199378","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: 2
Economic evaluation of solar PV electricity prosumption in Ghana 加纳太阳能光伏发电的经济评价
Solar Compass Pub Date : 2023-03-01 DOI: 10.1016/j.solcom.2023.100035
Forson Peprah , Bernard Aboagye , Mark Amo-Boateng , Samuel Gyamfi , Eric Effah-Donyina
{"title":"Economic evaluation of solar PV electricity prosumption in Ghana","authors":"Forson Peprah ,&nbsp;Bernard Aboagye ,&nbsp;Mark Amo-Boateng ,&nbsp;Samuel Gyamfi ,&nbsp;Eric Effah-Donyina","doi":"10.1016/j.solcom.2023.100035","DOIUrl":"https://doi.org/10.1016/j.solcom.2023.100035","url":null,"abstract":"<div><p>Residential and commercial facility users are looking for ways to reduce their energy bills; this has resulted in nano and micro solar energy production in the form of electricity prosumption in contemporary times. Several technical factors characterise rooftop solar projects informing the decision to go solar. Amongst these factors are the solar energy available from the PV system, self-consumption ratio and overall system efficiency. However, from the investor's viewpoint, the most critical factor is the economic viability of the proposed project. Since energy economics is vital to investors, the paper seeks to analyse the economics (financial feasibility and profitability) associated with different types of prosumers in Ghana's residential and commercial classes. The net present value, internal rate of return, profitability index, and discounted payback were the economic indicators used to appraise Ghana's financial feasibility and profitability of electricity prosumption. The study shows that electricity prosumption in Ghana is worth investing in. The best investment option in the residential and commercial classes is the prosumers with grid integration and without storage (type 2). In the residential tariff class, the best investment option is the prosumers, whose energy demands are between 301 kWh and 600 kWh.</p></div>","PeriodicalId":101173,"journal":{"name":"Solar Compass","volume":"5 ","pages":"Article 100035"},"PeriodicalIF":0.0,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50199379","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: 4
Solar desalination: A review of recent developments in environmental, regulatory and economic issues 太阳能海水淡化:环境、监管和经济问题的最新发展综述
Solar Compass Pub Date : 2023-03-01 DOI: 10.1016/j.solcom.2023.100034
Mattheus Goosen , Hacene Mahmoudi , Yousef Alyousef , Noreddine Ghaffour
{"title":"Solar desalination: A review of recent developments in environmental, regulatory and economic issues","authors":"Mattheus Goosen ,&nbsp;Hacene Mahmoudi ,&nbsp;Yousef Alyousef ,&nbsp;Noreddine Ghaffour","doi":"10.1016/j.solcom.2023.100034","DOIUrl":"https://doi.org/10.1016/j.solcom.2023.100034","url":null,"abstract":"<div><p>The aim of the current study was to provide a review of recent developments in solar desalination from the viewpoint of environmental, regulatory, and economic aspects. The analysis attempted to give better insight into the larger question of why more solar desalination plants are not being established by reviewing different technologies, drivers, barriers, and markets. Critical barriers which were dependent on the level of regional development were found to be uncertainty of government subsidies and a lack of regulatory policies. A new tool called a Pareto frontier may be utilized to generate optimal points in complex scenarios with a high number of variables. This all-inclusive method should be employed in any major decision-making process. Furthermore, in exciting innovative research studies, a sustainable Janus wood evaporator was developed that overcame many of the current solar desalination problems. While subsidies were crucial in the growth of renewable energy programs, barriers in deployment of solar desalination systems still exist such as low electricity tariff structures and fragmented energy policies. The overall trend was towards integration of renewable energy with conventional sources and energy storage systems.</p></div>","PeriodicalId":101173,"journal":{"name":"Solar Compass","volume":"5 ","pages":"Article 100034"},"PeriodicalIF":0.0,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50199377","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: 4
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