Pub Date : 2023-01-01DOI: 10.1504/ijgei.2023.10054129
Lei Zhang
{"title":"An energy market demand prediction based on grey BP-NN optimal combination","authors":"Lei Zhang","doi":"10.1504/ijgei.2023.10054129","DOIUrl":"https://doi.org/10.1504/ijgei.2023.10054129","url":null,"abstract":"","PeriodicalId":51891,"journal":{"name":"INTERNATIONAL JOURNAL OF GLOBAL ENERGY ISSUES","volume":"1 1","pages":""},"PeriodicalIF":0.7,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66852673","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}
Pub Date : 2023-01-01DOI: 10.1504/ijgei.2023.133807
Mingyue Wang
Based on the basic connotation of green transportation and reorganisation and the five-in-one theory of green transportation, the article constructs an evaluation index system for urban green transportation, proposes an evaluation model based on BP neural network, and tests it. The article verifies the efficiency and rationality of this method, determines the number of network layers, transfer function, training function, hidden layer neurons, and provides a feasible evaluation program, uses MATLAB Neural Network Toolbox (NNT) to design the calculation network, and uses sample training for simulation testing. From the results, it can be seen that the accuracy of the urban ecological transportation BP neural network evaluation model is relatively high. The training accuracy can reach 3.4*10−3 magnitude, the output accuracy can reach 10−4 magnitude, and the error of the model is within a predetermined range. The strategic measures for the development of urban ecological transportation are proposed.
{"title":"Smart city traffic evaluation system based on neural network model","authors":"Mingyue Wang","doi":"10.1504/ijgei.2023.133807","DOIUrl":"https://doi.org/10.1504/ijgei.2023.133807","url":null,"abstract":"Based on the basic connotation of green transportation and reorganisation and the five-in-one theory of green transportation, the article constructs an evaluation index system for urban green transportation, proposes an evaluation model based on BP neural network, and tests it. The article verifies the efficiency and rationality of this method, determines the number of network layers, transfer function, training function, hidden layer neurons, and provides a feasible evaluation program, uses MATLAB Neural Network Toolbox (NNT) to design the calculation network, and uses sample training for simulation testing. From the results, it can be seen that the accuracy of the urban ecological transportation BP neural network evaluation model is relatively high. The training accuracy can reach 3.4*10−3 magnitude, the output accuracy can reach 10−4 magnitude, and the error of the model is within a predetermined range. The strategic measures for the development of urban ecological transportation are proposed.","PeriodicalId":51891,"journal":{"name":"INTERNATIONAL JOURNAL OF GLOBAL ENERGY ISSUES","volume":"294 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135954981","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}
Pub Date : 2022-01-01DOI: 10.1504/ijgei.2022.10045357
Xiaolong Wen
{"title":"Research on an optimisation control method of large-scale buildings energy saving based on particle swarm optimisation","authors":"Xiaolong Wen","doi":"10.1504/ijgei.2022.10045357","DOIUrl":"https://doi.org/10.1504/ijgei.2022.10045357","url":null,"abstract":"","PeriodicalId":51891,"journal":{"name":"INTERNATIONAL JOURNAL OF GLOBAL ENERGY ISSUES","volume":"1 1","pages":""},"PeriodicalIF":0.7,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66851315","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}
Pub Date : 2022-01-01DOI: 10.1504/ijgei.2022.10049384
Xiaolong Wen
{"title":"Research on energy consumption monitoring model of green energy-saving building based on fuzzy neural network","authors":"Xiaolong Wen","doi":"10.1504/ijgei.2022.10049384","DOIUrl":"https://doi.org/10.1504/ijgei.2022.10049384","url":null,"abstract":"","PeriodicalId":51891,"journal":{"name":"INTERNATIONAL JOURNAL OF GLOBAL ENERGY ISSUES","volume":"1 1","pages":""},"PeriodicalIF":0.7,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66851837","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}
Pub Date : 2022-01-01DOI: 10.1504/ijgei.2022.10049435
Jin-hong Hu, Jia Liu, Jin Huang
{"title":"Multi-objective optimisation method of electric vehicle charging station based on non-dominated sorting genetic algorithm","authors":"Jin-hong Hu, Jia Liu, Jin Huang","doi":"10.1504/ijgei.2022.10049435","DOIUrl":"https://doi.org/10.1504/ijgei.2022.10049435","url":null,"abstract":"","PeriodicalId":51891,"journal":{"name":"INTERNATIONAL JOURNAL OF GLOBAL ENERGY ISSUES","volume":"1 1","pages":""},"PeriodicalIF":0.7,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66852503","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}
Pub Date : 2022-01-01DOI: 10.1504/ijgei.2022.123978
Carlos Rodriguez, Abdénago Yate Arévalo, Mónica Bustamante Salamanca
{"title":"Contributions of bioethics towards a new paradigm of energy","authors":"Carlos Rodriguez, Abdénago Yate Arévalo, Mónica Bustamante Salamanca","doi":"10.1504/ijgei.2022.123978","DOIUrl":"https://doi.org/10.1504/ijgei.2022.123978","url":null,"abstract":"","PeriodicalId":51891,"journal":{"name":"INTERNATIONAL JOURNAL OF GLOBAL ENERGY ISSUES","volume":"1 1","pages":""},"PeriodicalIF":0.7,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66852565","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}
Pub Date : 2022-01-01DOI: 10.1504/ijgei.2022.10045356
Xiongying Wang, Zhe Dong
{"title":"Velocity control method of water supply and drainage for multi-functional stadium based on predictive function algorithm","authors":"Xiongying Wang, Zhe Dong","doi":"10.1504/ijgei.2022.10045356","DOIUrl":"https://doi.org/10.1504/ijgei.2022.10045356","url":null,"abstract":"","PeriodicalId":51891,"journal":{"name":"INTERNATIONAL JOURNAL OF GLOBAL ENERGY ISSUES","volume":"1 1","pages":""},"PeriodicalIF":0.7,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66851308","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}
Pub Date : 2022-01-01DOI: 10.1504/ijgei.2022.10047037
S. H. Farid, K. Shahbazi, M. Movahedi
{"title":"The effect of government expenditure on energy intensity: a panel smooth transition regression (PSTR) approach","authors":"S. H. Farid, K. Shahbazi, M. Movahedi","doi":"10.1504/ijgei.2022.10047037","DOIUrl":"https://doi.org/10.1504/ijgei.2022.10047037","url":null,"abstract":"","PeriodicalId":51891,"journal":{"name":"INTERNATIONAL JOURNAL OF GLOBAL ENERGY ISSUES","volume":"1 1","pages":""},"PeriodicalIF":0.7,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66851522","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}
Pub Date : 2022-01-01DOI: 10.1504/ijgei.2022.10044875
Ning Zhang, Zhang Tao, Tao Xiao
{"title":"Research on energy supply chain risk prediction based on the fuzzy C-means clustering algorithm","authors":"Ning Zhang, Zhang Tao, Tao Xiao","doi":"10.1504/ijgei.2022.10044875","DOIUrl":"https://doi.org/10.1504/ijgei.2022.10044875","url":null,"abstract":"","PeriodicalId":51891,"journal":{"name":"INTERNATIONAL JOURNAL OF GLOBAL ENERGY ISSUES","volume":"1 1","pages":""},"PeriodicalIF":0.7,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66851697","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}
Pub Date : 2022-01-01DOI: 10.1504/ijgei.2022.10044876
Lei Zhang, Mali Zheng, Huaxi Chen
{"title":"Research on risk assessment method of energy system based on data mining","authors":"Lei Zhang, Mali Zheng, Huaxi Chen","doi":"10.1504/ijgei.2022.10044876","DOIUrl":"https://doi.org/10.1504/ijgei.2022.10044876","url":null,"abstract":"","PeriodicalId":51891,"journal":{"name":"INTERNATIONAL JOURNAL OF GLOBAL ENERGY ISSUES","volume":"1 1","pages":""},"PeriodicalIF":0.7,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66851748","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}
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