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The 70th anniversary of the Bell Telephone Laboratories "Solar Battery" discovery 贝尔电话实验室发现 "太阳能电池 "70 周年
Solar Compass Pub Date : 2024-04-08 DOI: 10.1016/j.solcom.2024.100073
Lawrence L. Kazmerski
{"title":"The 70th anniversary of the Bell Telephone Laboratories \"Solar Battery\" discovery","authors":"Lawrence L. Kazmerski","doi":"10.1016/j.solcom.2024.100073","DOIUrl":"https://doi.org/10.1016/j.solcom.2024.100073","url":null,"abstract":"<div><p>This year marks the 70th anniversary of the Bell Telephone Laboratories \"Solar Battery.\" This event was noted in the New York Times on March 26, 1954–and the device was a tipping point for photovoltaics technology. The Bell team was led by Daryl Chapin, Calvin Fuller, and Gerald Pearson. This humble mW sized device was foundational to the terawatts of PV cumulatively installed today.</p></div>","PeriodicalId":101173,"journal":{"name":"Solar Compass","volume":"10 ","pages":"Article 100073"},"PeriodicalIF":0.0,"publicationDate":"2024-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772940024000079/pdfft?md5=39891a717f9f5405243e481f19691adc&pid=1-s2.0-S2772940024000079-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140549860","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
Assessing the performance of hydro-solar hybrid (HSH) grid integration: A case study of Bui Generating Station, Ghana 评估水电-太阳能混合(HSH)并网的性能:加纳 Bui 发电站案例研究
Solar Compass Pub Date : 2024-03-08 DOI: 10.1016/j.solcom.2024.100071
Francisca Asare-Bediako , Eric Ofosu Antwi , Felix Amankwah Diawuo , Charles Dzikunu
{"title":"Assessing the performance of hydro-solar hybrid (HSH) grid integration: A case study of Bui Generating Station, Ghana","authors":"Francisca Asare-Bediako ,&nbsp;Eric Ofosu Antwi ,&nbsp;Felix Amankwah Diawuo ,&nbsp;Charles Dzikunu","doi":"10.1016/j.solcom.2024.100071","DOIUrl":"https://doi.org/10.1016/j.solcom.2024.100071","url":null,"abstract":"<div><p>Renewable energy sources (RES) are rapidly expanding as a result of energy security and environmental concerns. Despite their numerous benefits, they pose significant challenges to power grid operation. Ghana is dedicated to reaching a 10 % renewable energy mix target by 2030 to promote low-emission development. Ghana has the first hybrid power plant made up of 400MW hydropower plant and 50 MW solar PV plant supplying power to the national grid. The study designs a hydro-solar hybrid system configuration for Ghana's Bui generation unit, using data from the 50 MW ground-mounted solar PV and 133.33 MW hydropower units to assess the performance and challenges of the hydro-solar hybrid system at the Bui Generating Station. Methodology involves modeling and simulation in the DIgSILENT power factory software environment. Utilizing quasi-dynamic simulations, the study investigates variations in active power generation, voltage fluctuations, grid losses, and reactive power generation. Results highlight technical challenges such as voltage fluctuations and power loss, and propose mitigation measures. Comparisons between simulated and field data reveal discrepancies attributed to factors such as temperature effects, dust accumulation, and conductor resistance. Mitigation strategies are proposed, including energy storage expansion, smart grid implementation, advanced control techniques, FACTS device deployment and grid monitoring improvements. Despite limitations in data availability and simulation accuracy, the study underscores the system's reliability and provides insights for enhancing renewable energy integration in the region. Generally, the study contributes to advancing renewable energy integration efforts, with implications for sustainable development and climate action in Ghana and West Africa at large.</p></div>","PeriodicalId":101173,"journal":{"name":"Solar Compass","volume":"10 ","pages":"Article 100071"},"PeriodicalIF":0.0,"publicationDate":"2024-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772940024000055/pdfft?md5=37a90d7d2f56aa9a75f1e22ab4816a77&pid=1-s2.0-S2772940024000055-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140180213","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
Dr. Morton B. Prince: Remembering a PV pioneer and extraordinary technology leader 莫顿-普林斯博士缅怀光伏先驱和非凡的技术领袖
Solar Compass Pub Date : 2024-02-23 DOI: 10.1016/j.solcom.2024.100069
Lawrence L. Kazmerski
{"title":"Dr. Morton B. Prince: Remembering a PV pioneer and extraordinary technology leader","authors":"Lawrence L. Kazmerski","doi":"10.1016/j.solcom.2024.100069","DOIUrl":"https://doi.org/10.1016/j.solcom.2024.100069","url":null,"abstract":"","PeriodicalId":101173,"journal":{"name":"Solar Compass","volume":"10 ","pages":"Article 100069"},"PeriodicalIF":0.0,"publicationDate":"2024-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772940024000031/pdfft?md5=40445f83d51a0dbf06dcd4070e7bc88a&pid=1-s2.0-S2772940024000031-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140160811","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
Evaluation and integration of photovoltaic (PV) systems in Albanian energy landscape 评估和整合阿尔巴尼亚能源景观中的光伏 (PV) 系统
Solar Compass Pub Date : 2024-02-21 DOI: 10.1016/j.solcom.2024.100070
Aurela Qamili, Silva Kapia
{"title":"Evaluation and integration of photovoltaic (PV) systems in Albanian energy landscape","authors":"Aurela Qamili,&nbsp;Silva Kapia","doi":"10.1016/j.solcom.2024.100070","DOIUrl":"https://doi.org/10.1016/j.solcom.2024.100070","url":null,"abstract":"<div><p>As a country situated in a region with abundant solar resources, Albania has enormous potential for using solar energy through photovoltaic (PV) systems. With the energy crisis repeating itself over the years, now more than ever is the moment to assess and fully use this opportunity. This paper studies the current state of PV usage in Albania's energy sector and the opportunities and challenges coming together with this technology. Economic, social, and environmental benefits are discussed, as well as existing policies for renewable energy. It evaluates PV technology's role in the country's sustainable energy transition and analyzes various integration models like net-metering and feed-in tariffs. Successful projects and case studies are highlighted, while challenges such as regulatory complexities and public awareness are discussed. The study also assesses large-scale PV feasibility and emphasizes the need for integrated energy planning. This research aims to offer relevant information to Albanian policymakers, energy stakeholders, and investors to support the effective implementation of PV systems for a cleaner, more sustainable energy future. Furthermore, there is a lack of studies about renewables in Albania's reality. Enhancing the country's energy sustainability and reducing greenhouse gas emissions is important.</p></div>","PeriodicalId":101173,"journal":{"name":"Solar Compass","volume":"10 ","pages":"Article 100070"},"PeriodicalIF":0.0,"publicationDate":"2024-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772940024000043/pdfft?md5=e3932d2ae786f09a7a8e031fe5013f44&pid=1-s2.0-S2772940024000043-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139993228","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
Techno-economic viability of decentralised solar photovoltaic-based green hydrogen production for sustainable energy transition in Ghana 以分散式太阳能光伏发电为基础的绿色制氢技术在加纳可持续能源转型中的技术经济可行性
Solar Compass Pub Date : 2024-02-03 DOI: 10.1016/j.solcom.2024.100068
Louis Kwasi Osei , Flavio Odoi-Yorke , Richard Opoku , Bismark Baah , George Yaw Obeng , Lena Dzifa Mensah , Francis Kofi Forson
{"title":"Techno-economic viability of decentralised solar photovoltaic-based green hydrogen production for sustainable energy transition in Ghana","authors":"Louis Kwasi Osei ,&nbsp;Flavio Odoi-Yorke ,&nbsp;Richard Opoku ,&nbsp;Bismark Baah ,&nbsp;George Yaw Obeng ,&nbsp;Lena Dzifa Mensah ,&nbsp;Francis Kofi Forson","doi":"10.1016/j.solcom.2024.100068","DOIUrl":"https://doi.org/10.1016/j.solcom.2024.100068","url":null,"abstract":"<div><p>Transition to a sustainable energy supply is essential for addressing the challenges of climate change and achieving a low-carbon future. Green hydrogen produced from solar photovoltaic (PV) systems presents a promising solution in Ghana, where energy demands are increasing rapidly. The levelized cost of hydrogen (LCOH) is considered a critical metric to evaluate hydrogen production techniques, cost competitiveness, and economic viability. This study presents a comprehensive analysis of LCOH from solar PV systems. The study considered a 5 MW green hydrogen production plant in Ghana's capital, Accra, as a proposed system. The results indicate that the LCOH is about $9.49/kg, which is comparable to other findings obtained within the Sub-Saharan Africa region. The study also forecasted that the LCOH for solar PV-based hydrogen produced will decrease to $5–6.5/kg by 2030 and $2–2.5/kg by 2050 or lower, making it competitive with fossil fuel-based hydrogen. The findings of this study highlight the potential of green hydrogen as a sustainable energy solution and its role in driving the country's net-zero emissions agenda in relation to its energy transition targets. The study's outcomes are relevant to policymakers, researchers, investors, and energy stakeholders in making informed decisions regarding deploying decentralised green hydrogen technologies in Ghana and similar contexts worldwide.</p></div>","PeriodicalId":101173,"journal":{"name":"Solar Compass","volume":"9 ","pages":"Article 100068"},"PeriodicalIF":0.0,"publicationDate":"2024-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S277294002400002X/pdfft?md5=8894c878960e1f8a487d4bc854b11797&pid=1-s2.0-S277294002400002X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139694097","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
A review of earth contact heating/cooling systems and a comparison of ground source heat pumps and earth air heat exchangers 地接触供暖/制冷系统回顾以及地源热泵和地空气热交换器的比较
Solar Compass Pub Date : 2024-01-22 DOI: 10.1016/j.solcom.2024.100067
Selen Cekinir , Leyla Ozgener
{"title":"A review of earth contact heating/cooling systems and a comparison of ground source heat pumps and earth air heat exchangers","authors":"Selen Cekinir ,&nbsp;Leyla Ozgener","doi":"10.1016/j.solcom.2024.100067","DOIUrl":"10.1016/j.solcom.2024.100067","url":null,"abstract":"<div><p>Countries should reduce greenhouse gas emissions and increase energy efficiency in alignment with the Paris Agreement and the European Green Deal. The adoption of environmentally friendly and low-energy systems, such as passive heating and cooling technologies, can significantly contribute to achieving this goal. The study covers the examination of new technologies ready for commercialization, economic developments to increase accessibility, scale-up of production to reduce costs, and notable case studies comparing ground source heat pump (GSHP) systems to solar building systems powered by earth-to-air heat exchangers (EAHE).</p></div>","PeriodicalId":101173,"journal":{"name":"Solar Compass","volume":"9 ","pages":"Article 100067"},"PeriodicalIF":0.0,"publicationDate":"2024-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772940024000018/pdfft?md5=54728412fe30cc18cf899b49bf04396c&pid=1-s2.0-S2772940024000018-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139637471","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
Machine learning for monitoring and classification in inverters from solar photovoltaic energy plants 用于太阳能光伏发电厂逆变器监测和分类的机器学习
Solar Compass Pub Date : 2023-12-13 DOI: 10.1016/j.solcom.2023.100066
Fabiola Pereira, Carlos Silva
{"title":"Machine learning for monitoring and classification in inverters from solar photovoltaic energy plants","authors":"Fabiola Pereira,&nbsp;Carlos Silva","doi":"10.1016/j.solcom.2023.100066","DOIUrl":"https://doi.org/10.1016/j.solcom.2023.100066","url":null,"abstract":"<div><p>The efficiency of solar energy farms requires detailed analytics and information on each inverter regarding voltage, current, temperature, and power. Monitoring inverters from a solar energy farm was shown to minimize the cost of maintenance, increase production and help optimize the performance of the inverters under various conditions. Machine learning algorithms are techniques to analyze data, classify and predict variables according to historic values and combination of different variables. The 140 kWp photovoltaic plant contains 300 modules of 255 W and 294 modules of 250 W with smart monitoring devices. In total the inverters are of type SMA Tripower of 25 kW and 10 kW. The 590 kWp photovoltaic plant contains 1312 Trina solar 450 W modules. In total the four inverters are SMA Sunny Tripower type of 110–60 CORE 2 with rated power of 440 kW were analyzed and several supervised learning algorithms were applied, and the accuracy was determined. The facility enables networked data and a machine learning algorithm for fault classification and monitoring was developed, energy efficiency was calculated and solutions to increase energy production and monitoring were developed for better reliability of components according to the monitorization and optimization of inverters.</p></div>","PeriodicalId":101173,"journal":{"name":"Solar Compass","volume":"9 ","pages":"Article 100066"},"PeriodicalIF":0.0,"publicationDate":"2023-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772940023000346/pdfft?md5=8001d90dff56118300ab3e2716beec89&pid=1-s2.0-S2772940023000346-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138739382","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
Recent advances in hydrogen production, storage, and fuel cell Technologies with an emphasis on inventions, innovations, and commercialization 氢生产、储存和燃料电池技术的最新进展,重点是发明、创新和商业化
Solar Compass Pub Date : 2023-12-01 DOI: 10.1016/j.solcom.2023.100065
Sage Sebastian , Samantha Wijewardane , Sesha Srinivasan
{"title":"Recent advances in hydrogen production, storage, and fuel cell Technologies with an emphasis on inventions, innovations, and commercialization","authors":"Sage Sebastian ,&nbsp;Samantha Wijewardane ,&nbsp;Sesha Srinivasan","doi":"10.1016/j.solcom.2023.100065","DOIUrl":"https://doi.org/10.1016/j.solcom.2023.100065","url":null,"abstract":"<div><p>The future is bright for hydrogen as a clean, mobile energy source to replace petroleum products. This paper examines new and emerging technologies for hydrogen production, storage and conversion and highlights recent commercialization efforts to realize its potential. Also, the paper presents selected notable patents issued within the last few years. There is no shortage of inventions and innovations in hydrogen technologies in both academia and industry. While metal hydrides and functionalized carbon-based materials have improved tremendously as hydrogen storage materials over the years, storing gaseous hydrogen in underground salt caverns has also become feasible in many commercial projects. Production of “blue hydrogen” is rising as a method of producing hydrogen in large quantities economically. Although electric/battery powered vehicles are dominating the green transport today, innovative hydrogen fuel cell technologies are knocking at the door, because of their lower refueling time compared to EV charging time. However, the highest impact of hydrogen technologies in transportation might be seen in the aviation industry. Hydrogen is expected to play a key role and provides hope in transforming aviation into a zero-carbon emission transportation over the next few decades.</p></div>","PeriodicalId":101173,"journal":{"name":"Solar Compass","volume":"8 ","pages":"Article 100065"},"PeriodicalIF":0.0,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772940023000334/pdfft?md5=94bc296e27435aeafda84fb4013ad29f&pid=1-s2.0-S2772940023000334-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138474079","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
Potential assessment of solar industrial process heating and CO2 emission reduction for Indian cement industry 对印度水泥工业的太阳能工业过程加热和二氧化碳减排的潜在评估
Solar Compass Pub Date : 2023-11-10 DOI: 10.1016/j.solcom.2023.100064
Niranjan Sahoo , Anil Kumar
{"title":"Potential assessment of solar industrial process heating and CO2 emission reduction for Indian cement industry","authors":"Niranjan Sahoo ,&nbsp;Anil Kumar","doi":"10.1016/j.solcom.2023.100064","DOIUrl":"10.1016/j.solcom.2023.100064","url":null,"abstract":"<div><p>For the Indian cement sector, a simple approach is presented to evaluate the potential of solar industrial process heating (SIPH) and the resulting decrease in CO<sub>2</sub> emissions. The first step was to identify the locations of cement plants with their annual installed capacity and their annual actual cement production. After that, the yearly process heating requirement for the calcination process at each cement plant has been estimated using the actual annual cement production value. Finally, using the concept of a top-of-tower (TT) solar plant design, the total thermal energy that could be saved has been estimated as 771.35 Petajoule (PJ) /annum. Finally, the adoption of the SIPH system with storage is expected to mitigate CO<sub>2</sub> emissions by 45.2 MT (Megatons) annually. By utilizing renewable energy sources in the cement manufacturing process, energy consumption and CO<sub>2</sub> emissions will be reduced.</p></div>","PeriodicalId":101173,"journal":{"name":"Solar Compass","volume":"8 ","pages":"Article 100064"},"PeriodicalIF":0.0,"publicationDate":"2023-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772940023000322/pdfft?md5=5076c5858d35761de2e95dc948774a39&pid=1-s2.0-S2772940023000322-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135565319","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
A case study of a neighborhood in Douala examining the technical feasibility of a hybrid renewable energy system connected to the grid for energy and oxygen production in the fight against respiratory diseases 对杜阿拉一个社区的案例研究,研究在对抗呼吸系统疾病的斗争中,连接到电网用于能源和氧气生产的混合可再生能源系统的技术可行性
Solar Compass Pub Date : 2023-11-10 DOI: 10.1016/j.solcom.2023.100062
Fendzi Mbasso Wulfran , Dzonde Naoussi Serge Raoul , Molu Reagan Jean Jacques , Kenfack Tsobze Saatong , Salah Kamel
{"title":"A case study of a neighborhood in Douala examining the technical feasibility of a hybrid renewable energy system connected to the grid for energy and oxygen production in the fight against respiratory diseases","authors":"Fendzi Mbasso Wulfran ,&nbsp;Dzonde Naoussi Serge Raoul ,&nbsp;Molu Reagan Jean Jacques ,&nbsp;Kenfack Tsobze Saatong ,&nbsp;Salah Kamel","doi":"10.1016/j.solcom.2023.100062","DOIUrl":"10.1016/j.solcom.2023.100062","url":null,"abstract":"<div><p>The world is increasingly focusing its attention on the rapid growth in electricity consumption, a concern shared by both industrialized and emerging nations. Meeting this escalating demand has become crucial, necessitating a shift towards sustainable energy use. Renewable energy sources have emerged as a popular choice for both off-grid and grid-connected installations as a means to bridge the efficiency gap. In this context, the present paper explores the potential of supplying electricity to a neighborhood in Cameroon comprising 100 homes through the integration of solar photovoltaic cells and electrolyzers. It is worth noting that Cameroon as a whole continues to grapple with severe social, economic, and physical challenges. Some regions within the country face significant obstacles in accessing quality healthcare, particularly for conditions like respiratory illnesses. This study employs an intelligent energy management method to design an optimal power flow control system, aimed at enhancing system stability during power outages and load fluctuations by effectively utilizing available storage capacity. The analysis was conducted using the Hybrid Optimization Model for Electric Renewable (HOMER) program. Our calculations reveal that a daily output of 0.123 kg mass of oxygen is produced, with renewable factor (RF) values indicating an 85.1 % integration of renewable sources, and the crucial parameter of Loss of Power Supply Probability (LPSP) reaching 0 %. These findings demonstrate that it is feasible for 100 homes to reliably generate and connect to the grid for electricity. Moreover, this research can serve as a solid foundation for the development of hybrid renewable energy systems to address the challenge of treating respiratory disorders such as COVID-19. These results underscore the significance of this study for various stakeholders, including decision-makers, policymakers, and investors in Cameroon and beyond. The ultimate goal is to promote national growth by improving socio-medical conditions.</p></div>","PeriodicalId":101173,"journal":{"name":"Solar Compass","volume":"8 ","pages":"Article 100062"},"PeriodicalIF":0.0,"publicationDate":"2023-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772940023000309/pdfft?md5=ae338d09ff9511a8e5649570bca4b3e4&pid=1-s2.0-S2772940023000309-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135614902","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
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