Energy Efficiency最新文献

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The impact of air pollution on environmentally friendly behavior: evidence from China 空气污染对环境友好行为的影响:来自中国的证据
IF 3.1 4区 工程技术
Energy Efficiency Pub Date : 2023-09-21 DOI: 10.1007/s12053-023-10154-0
Yunyuan Lin, Guangqiang Qin
{"title":"The impact of air pollution on environmentally friendly behavior: evidence from China","authors":"Yunyuan Lin,&nbsp;Guangqiang Qin","doi":"10.1007/s12053-023-10154-0","DOIUrl":"10.1007/s12053-023-10154-0","url":null,"abstract":"<div><p>In the context of the severe environmental pollution, it is of significant academic and practical value to study the environmental protection behavior of individuals. This paper uses the ordinary least squares method (OLS) and utilizes the data of Chinese General Social Survey (CGSS2013) and the air pollution monitoring data provided by Columbia University’s International Earth Science Information Network Center (CIESIN), the findings demonstrate a positive and significant impact of air pollution on environmentally friendly behavior. Furthermore, the stepwise regression method reveals that environmental knowledge is a crucial mediating variable in the relationship between air pollution and environmental behavior. Heterogeneity analysis reveals that age, income, gender, health status, and place of residence significantly impact environmentally friendly behavior. The results remain robust even after controlling for urban fixed effects. The implications of this research suggest that it is opportune to leverage adverse macro events such as regional environmental pollution to promote and enhance public environmental awareness and behaviors, especially for those who are susceptible to environmental pollution. This is crucial for promoting public environmental behaviors and ultimately building an environment-friendly society.</p></div>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"16 7","pages":""},"PeriodicalIF":3.1,"publicationDate":"2023-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134797107","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Flexibility for whom? Householder and stakeholder perspectives on justice regarding the introduction of dynamic grid tariffs in Norway 灵活性适用于谁?挪威引入动态电网电价的家庭和利益相关者对司法的看法
IF 3.1 4区 工程技术
Energy Efficiency Pub Date : 2023-09-05 DOI: 10.1007/s12053-023-10153-1
Tanja Winther, Øyvind Sundet
{"title":"Flexibility for whom? Householder and stakeholder perspectives on justice regarding the introduction of dynamic grid tariffs in Norway","authors":"Tanja Winther,&nbsp;Øyvind Sundet","doi":"10.1007/s12053-023-10153-1","DOIUrl":"10.1007/s12053-023-10153-1","url":null,"abstract":"<div><p>This paper presents the results from a qualitative research project in Norway on a forthcoming change in electricity grid tariffs. As a form of Demand Side Management to avoid capacity constraints in the grid, the new tariff seeks to reduce consumption peaks by incentivising householders to even out electricity use and shift to nighttime. We examine the perspectives of 13 representatives from grid companies as well as 22 householders and study the process of developing the tariffs, in which the researchers took part at certain times. We draw on previous studies on experts’ perceptions of end-users, social practice theory, and energy justice, and we employ the concept of flexibility capital to examine the situation of the participating households. The findings partly confirm results from previous studies showing that experts may have a simplistic view of end-users and by observing an unequal distribution of flexibility capital across the studied households. However, the study contributes to the field by observing a link between householders’ sentiments towards the new tariff and their respective levels of affluence and flexibility capital. Then, we explicitly address justice perspectives related to the tariff’s introduction as perceived by grid companies and householders and find that both groups voice a need to acknowledge the situation of different kinds of end-users. We discuss the results from an energy justice perspective and observe that details in the design of a DSM mechanism may dampen its negative effects.</p></div>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"16 7","pages":""},"PeriodicalIF":3.1,"publicationDate":"2023-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s12053-023-10153-1.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42299750","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
How well do building energy performance certificates predict heat loss? 建筑能源性能证书对热损失的预测效果如何?
IF 3.1 4区 工程技术
Energy Efficiency Pub Date : 2023-09-04 DOI: 10.1007/s12053-023-10146-0
Tensay Hadush Meles, Niall Farrell, John Curtis
{"title":"How well do building energy performance certificates predict heat loss?","authors":"Tensay Hadush Meles,&nbsp;Niall Farrell,&nbsp;John Curtis","doi":"10.1007/s12053-023-10146-0","DOIUrl":"10.1007/s12053-023-10146-0","url":null,"abstract":"<div><p>This paper evaluates the predictive power of building energy performance certificates on home heat loss. Improving the insulative capacity of residential properties is a policy priority in many markets, with building energy performance certificates serving as a benchmark. We exploit a rich panel dataset of high-frequency thermostat readings, coupled with data detailing weather and building characteristics, to identify an ex-post metric of heat loss. Our results show a significant effect of building energy performance rating on indoor temperature, a proxy for home heat loss. However, we do not find evidence of a distinct gradient in performance between building energy rating categories, as suggested by ex-ante estimates of home heat loss. The finding highlights that directly linking policy targets to a particular energy performance certificate standard can lead to an outcome that deviates significantly from what is anticipated.</p></div>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"16 7","pages":""},"PeriodicalIF":3.1,"publicationDate":"2023-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s12053-023-10146-0.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46807519","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Realistic maximum efficiency of solar energy conversion into work vs exergy efficiency 太阳能转换成功的实际最大效率与能源效率
IF 3.1 4区 工程技术
Energy Efficiency Pub Date : 2023-08-30 DOI: 10.1007/s12053-023-10145-1
Viorel Badescu
{"title":"Realistic maximum efficiency of solar energy conversion into work vs exergy efficiency","authors":"Viorel Badescu","doi":"10.1007/s12053-023-10145-1","DOIUrl":"10.1007/s12053-023-10145-1","url":null,"abstract":"<div><p>A new formalism is used to evaluate the amount of available work transported by the solar energy flux. The formalism is based on the concept of statistically deformed blackbody radiation. It covers cases when the concept of exergy is not fully relevant. An indicator called work content factor <span>(kappa_{U}^+)</span>  is used to quantify the proportion of available work in the energy flux. Several previous results are particular cases of this general approach. In case of primary work extractors made of materials without energy bandgap (such as metals), the work content factor decreases by increasing the temperature <i>T</i><sub><i>c</i></sub> of the primary work extractor. At large values of <i>T</i><sub><i>c</i></sub> and smaller values of the solar radiation concentration work cannot be generated in some cases. Primary work extractors based on materials with bandgap energy (such as solar cells) may provide work when blackbody or statistically deformed blackbody solar radiation is unconcentrated. The work content factor of the solar energy flux is higher in the latter case.</p></div>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"16 7","pages":""},"PeriodicalIF":3.1,"publicationDate":"2023-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47498238","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Performance of solar cooker with evacuated tubes and photovoltaic panels with phase change materials 真空管太阳能炊具和相变材料光伏板的性能
IF 3.1 4区 工程技术
Energy Efficiency Pub Date : 2023-08-23 DOI: 10.1007/s12053-023-10151-3
A. Simon Prabu, V. Chithambaram, M. Anto Bennet, S. Shanmugan, B. Janarthanan
{"title":"Performance of solar cooker with evacuated tubes and photovoltaic panels with phase change materials","authors":"A. Simon Prabu,&nbsp;V. Chithambaram,&nbsp;M. Anto Bennet,&nbsp;S. Shanmugan,&nbsp;B. Janarthanan","doi":"10.1007/s12053-023-10151-3","DOIUrl":"10.1007/s12053-023-10151-3","url":null,"abstract":"<div><p>Solar cooker has its own significance with an impact of substituting conventional source of energy for cooking. Solar cookers with electrical backup have proven the usage in off-sunshine hours to some extent. A cheaper and competitive PV and evacuated tube–based solar cooker with a control unit with incorporation of phase change material for energy storage were utilized without any interruption during off-sunshine hours for effective cooking. The proposed system has a control circuit connecting solar PV, DC output storage device (Battery 12V 75 AH), and DC-linked Nichrome heating coil. Three phase change materials, viz., palm oil, coconut oil, and paraffin wax, have been used in the system to extract and use the energy stored during sunshine hours in the materials. Figure of merit (F<sub>1</sub>) and figure of merit (F<sub>2</sub>) values for the system with the phase change materials have been found by doing experiments to find stagnation temperature without load and with load. The values of F<sub>1</sub> (0.139) and F<sub>2</sub> (0.42) for coconut oil are found to be effective with an energy efficiency of 38% compared to the other materials in the study with electrical backup.</p></div>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"16 7","pages":""},"PeriodicalIF":3.1,"publicationDate":"2023-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4888659","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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 technology-explicit framework for predicting the efficiency of industrial device retrofits in stock turnover models with a case study of the pulp and paper sector 在库存周转模型中预测工业设备改造效率的新技术明确框架与纸浆和造纸部门的案例研究
IF 3.1 4区 工程技术
Energy Efficiency Pub Date : 2023-08-22 DOI: 10.1007/s12053-023-10150-4
Christophe G. Owttrim, Matthew Davis, Amit Kumar
{"title":"A novel technology-explicit framework for predicting the efficiency of industrial device retrofits in stock turnover models with a case study of the pulp and paper sector","authors":"Christophe G. Owttrim,&nbsp;Matthew Davis,&nbsp;Amit Kumar","doi":"10.1007/s12053-023-10150-4","DOIUrl":"10.1007/s12053-023-10150-4","url":null,"abstract":"<div><p>When replacing equipment at its end of life, industries often have the option to select higher efficiency technologies. The choice to invest in an improved piece of equipment rather than a simple in-kind replacement is driven by many factors, including costs, performance, and familiarity with new technology options. Engineering models that account for equipment stock turnover, such as ENERGY 2020, typically assume that this decision is primarily driven by the difference in marginal costs: higher up front capital costs must be, at minimum, balanced by lower lifetime energy costs for an upgrade to be pursued. Stock turnover analysis requires detailed data inputs regarding the costs and performance of new equipment. For simplicity, a common approach is to develop assumed correlations that reflect the trade-off between marginal capital cost and efficiency and compare these to energy prices to select an efficiency level for new equipment. In this study, we present a novel method to develop such trade-off curves based on a technology-explicit approach rather than a qualitative correlation assumption. We generate trade-off curves for two common types of industrial devices: electric machine drive and natural gas steam generation for the case study of the Canadian pulp and paper sector. The curves demonstrate that the efficiency of new devices can be expected to vary significantly based on energy prices. At current energy prices, we find that newly purchased machine drive and steam generation devices would have an optimal efficiency level of 91% and 75%, respectively.</p></div>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"16 7","pages":""},"PeriodicalIF":3.1,"publicationDate":"2023-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s12053-023-10150-4.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4848927","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of powers outages on the technical efficiency of manufacturing firms in Cameroon: the role of a firm's status, formal or informal 停电对喀麦隆制造业企业技术效率的影响:企业地位的作用,正式或非正式
IF 3.1 4区 工程技术
Energy Efficiency Pub Date : 2023-08-11 DOI: 10.1007/s12053-023-10152-2
Fabrice Nzepang, Carlos Rigobert Ewane Nkoumba, Saint Dannick Kouekeu
{"title":"Impact of powers outages on the technical efficiency of manufacturing firms in Cameroon: the role of a firm's status, formal or informal","authors":"Fabrice Nzepang,&nbsp;Carlos Rigobert Ewane Nkoumba,&nbsp;Saint Dannick Kouekeu","doi":"10.1007/s12053-023-10152-2","DOIUrl":"10.1007/s12053-023-10152-2","url":null,"abstract":"<div><p>The objective of this paper is to measure the impact of powers outages on the technical efficiency of manufacturing firms in Cameroon, focusing on the role of informality status. Indeed, informal firms are mostly very small and generally use less energy than formal firms and do not need sophisticated and costly electrical equipment for their operation. We mobilize data from the Enterprises Survey conducted in Cameroon in 2009 and 2016 by the World Bank. We first apply the data envelopment method (DEA) to determine the technical efficiency scores of firms. We estimate average efficiency scores of 25% and 42% for 2009 and 2016 respectively, which represents an improvement over the period. We then assess the impact of powers outages and other exogenous factors on the efficiency scores using the Tobit model as the efficiency scores are between 0 and 1. The results show that the occurrence of powers outages, the number of powers outages events, the duration of a powers outages event, the total cost of electricity and the losses due to powers outages negatively and significantly affect the efficiency scores of manufacturing firms in Cameroon in 2009 and 2016. However, informal firms are more resilient to powers outages than formal firms. Furthermore, sensitivity analyses using quantile regression confirm the robustness of our estimates. These results call, first, for improving the quality of private and public electricity infrastructure in order to reduce the occurrence of powers outages. Secondly, these results suggest the development of substitutes to electric energy to cope with long periods of powers outages.</p></div>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"16 6","pages":""},"PeriodicalIF":3.1,"publicationDate":"2023-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44439473","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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: 1
Urban building energy modeling (UBEM): a systematic review of challenges and opportunities 城市建筑能源建模(UBEM):挑战与机遇的系统回顾
IF 3.1 4区 工程技术
Energy Efficiency Pub Date : 2023-08-04 DOI: 10.1007/s12053-023-10147-z
Dezhou Kong, Ali Cheshmehzangi, Zhiang Zhang, Saeid Pourroostaei Ardakani, Tingyue Gu
{"title":"Urban building energy modeling (UBEM): a systematic review of challenges and opportunities","authors":"Dezhou Kong,&nbsp;Ali Cheshmehzangi,&nbsp;Zhiang Zhang,&nbsp;Saeid Pourroostaei Ardakani,&nbsp;Tingyue Gu","doi":"10.1007/s12053-023-10147-z","DOIUrl":"10.1007/s12053-023-10147-z","url":null,"abstract":"<div><p>In recent decades, urban energy consumption and carbon emissions have expanded rapidly on a global scale. Building sector, in particular, accounts for approximately 40% of overall energy use. Urban planners and decision-makers have a significant responsibility to achieve sustainable energy and climate objectives. Urban building energy modeling (UBEM) has increased in popularity in recent years as a tool for calculating urban-scale energy use in buildings with limited resources, and that facilitated the formulation of new energy policies. However, published studies of UBEM methodologies and tools lack comprehensive examinations of the potential limitations of research and the prospects of future opportunities. This paper provides a complete conceptual framework for UBEM based on extensive literature reviews and prior researchers’ work. In addition to providing a comprehensive understanding of the various UBEM approaches and tools, future research directions are explored. The results demonstrate that earlier researches did not adequately account for input uncertainty and lacked proper simulation and calibration control for algorithms/models. These challenges not only increased the workload and computational burden of modelers but also diminished the precision of model calculations. In response, this paper provides targeted recommendations for each essential phase of the present UBEM workflow, namely model input, model development, and model calibration, to address these limitations, as well as a comprehensive analysis of future prospects. The main aim of the research is to further UBEM development as a faster, more accurate and multiscale supportive tool and establish a framework for future UBEM methods.</p></div>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"16 6","pages":""},"PeriodicalIF":3.1,"publicationDate":"2023-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44379491","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Flux optimization strategy for efficiency enhancement of induction motor–driven electric vehicle under dynamic operating conditions 感应电机驱动电动汽车动态工况下提高效率的磁通优化策略
IF 3.1 4区 工程技术
Energy Efficiency Pub Date : 2023-07-28 DOI: 10.1007/s12053-023-10149-x
Manish Kumar, Bhavnesh Kumar, Asha Rani
{"title":"Flux optimization strategy for efficiency enhancement of induction motor–driven electric vehicle under dynamic operating conditions","authors":"Manish Kumar,&nbsp;Bhavnesh Kumar,&nbsp;Asha Rani","doi":"10.1007/s12053-023-10149-x","DOIUrl":"10.1007/s12053-023-10149-x","url":null,"abstract":"<div><p>Energy-efficient electric transportation systems offer reduced power demand and also increase the runtime for a single charge. Efficiency of an electric vehicle can be enhanced up to certain extent by operating it with reduced flux level. However, straightforward minimization of flux level may lead to drive instability. Therefore, this paper presents a loss model control approach to minimize the losses by optimal weakening of the flux for the drive. Flux optimization is achieved with constraints and bounds on the key variables like stator current. The performance of an electric vehicle propelled by a poly-phase induction motor is analyzed with the proposed approach. The performance of the drive is also compared with rated rotor flux, differentially calculated rotor flux, copper loss, and core loss equalizing rotor flux estimator. The effectiveness of the proposed strategy is analyzed in terms of efficiency, transient behavior, power factor, and parameter sensitivity under various operating conditions.</p></div>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"16 6","pages":""},"PeriodicalIF":3.1,"publicationDate":"2023-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46534479","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Russian energy balance, energy efficiency, and energy-related GHG emission accounting system 俄罗斯能源平衡,能源效率,以及与能源相关的温室气体排放核算系统
IF 3.1 4区 工程技术
Energy Efficiency Pub Date : 2023-07-26 DOI: 10.1007/s12053-023-10132-6
Igor Bashmakov, Anna Myshak, Vladimir A. Bashmakov, Vladmir I. Bashmakov, Konstantin Borisov, Maxim Dzedzichek, Alexey Lunin, Oleg Lebedev, Tatiana Shishkina
{"title":"Russian energy balance, energy efficiency, and energy-related GHG emission accounting system","authors":"Igor Bashmakov,&nbsp;Anna Myshak,&nbsp;Vladimir A. Bashmakov,&nbsp;Vladmir I. Bashmakov,&nbsp;Konstantin Borisov,&nbsp;Maxim Dzedzichek,&nbsp;Alexey Lunin,&nbsp;Oleg Lebedev,&nbsp;Tatiana Shishkina","doi":"10.1007/s12053-023-10132-6","DOIUrl":"10.1007/s12053-023-10132-6","url":null,"abstract":"<div><p>This paper presents a newly developed Russian energy efficiency and energy-related GHG emission accounting system (EE-EGHG-AS) and discusses the results obtained. This system is designed to account for the energy efficiency progress as achieved in 12 sectors and 80 economic activities and to capture the impacts of 7 factors with a focus on the technological factor. It helped to reveal that in 2015–2021, the technological factor contributed to the 4.3% decline in GDP energy intensity (whereas the traditionally estimated GDP energy intensity was 3.6% up). If non-energy use is excluded, then energy intensity was 2.8% down, which brings the 2021 energy intensity level 15% below the traditional estimates. For some activities, the EE-EGHG-AS has demonstrated a limited ability to adequately assess the contribution made by the technological factor to crashing into, and recovering from, COVID-19-like crises, because the statistically reported data is scarce. With little progress towards energy efficiency improvements Russia is still one of the most energy-intensive countries in the world. Little progress in energy efficiency over the recent years has created the “super-coupling” effect for Russia in 2020–2021 and it is extremely challenging to attain the country’s carbon neutrality target by 2060.</p></div>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"16 6","pages":""},"PeriodicalIF":3.1,"publicationDate":"2023-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44186942","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
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