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Application of Machine Learning and Deep Learning Methods to Power System Problems最新文献

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Introduction and Literature Review of the Application of Machine Learning/Deep Learning to Load Forecasting in Power System 机器学习/深度学习在电力系统负荷预测中的应用综述
Application of Machine Learning and Deep Learning Methods to Power System Problems Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-77696-1_6
Arash Moradzadeh, Amin Mansour-Saatloo, M. Nazari-Heris, B. Mohammadi-ivatloo, S. Asadi
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引用次数: 3
Effective Load Pattern Classification by Processing the Smart Meter Data Based on Event-Driven Processing and Machine Learning 基于事件驱动处理和机器学习的智能电表数据有效负荷模式分类
Application of Machine Learning and Deep Learning Methods to Power System Problems Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-77696-1_13
Saeed Mian Qaisar, F. Alsharif
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引用次数: 1
Wind Speed Forecasting Using Innovative Regression Applications of Machine Learning Techniques 利用机器学习技术的创新回归应用进行风速预测
Application of Machine Learning and Deep Learning Methods to Power System Problems Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-77696-1_12
Arash Moradzadeh, Amin Mansour-Saatloo, M. Nazari-Heris, B. Mohammadi-ivatloo, S. Asadi
{"title":"Wind Speed Forecasting Using Innovative Regression Applications of Machine Learning Techniques","authors":"Arash Moradzadeh, Amin Mansour-Saatloo, M. Nazari-Heris, B. Mohammadi-ivatloo, S. Asadi","doi":"10.1007/978-3-030-77696-1_12","DOIUrl":"https://doi.org/10.1007/978-3-030-77696-1_12","url":null,"abstract":"","PeriodicalId":217337,"journal":{"name":"Application of Machine Learning and Deep Learning Methods to Power System Problems","volume":"72 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116302741","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
The Adaptive Neuro-Fuzzy Inference System Model for Short-Term Load, Price, and Topology Forecasting of Distribution System 配电网短期负荷、电价和拓扑预测的自适应神经模糊推理系统模型
Application of Machine Learning and Deep Learning Methods to Power System Problems Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-77696-1_15
Mehrdad Setayesh Nazar, Ashkan Eslami Fard
{"title":"The Adaptive Neuro-Fuzzy Inference System Model for Short-Term Load, Price, and Topology Forecasting of Distribution System","authors":"Mehrdad Setayesh Nazar, Ashkan Eslami Fard","doi":"10.1007/978-3-030-77696-1_15","DOIUrl":"https://doi.org/10.1007/978-3-030-77696-1_15","url":null,"abstract":"","PeriodicalId":217337,"journal":{"name":"Application of Machine Learning and Deep Learning Methods to Power System Problems","volume":"102 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134092494","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
Machine Learning Approaches in a Real Power System and Power Markets 真实电力系统和电力市场中的机器学习方法
Application of Machine Learning and Deep Learning Methods to Power System Problems Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-77696-1_17
Peyman Razmi, Mahdi Ghaemi Asl
{"title":"Machine Learning Approaches in a Real Power System and Power Markets","authors":"Peyman Razmi, Mahdi Ghaemi Asl","doi":"10.1007/978-3-030-77696-1_17","DOIUrl":"https://doi.org/10.1007/978-3-030-77696-1_17","url":null,"abstract":"","PeriodicalId":217337,"journal":{"name":"Application of Machine Learning and Deep Learning Methods to Power System Problems","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125300205","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: 1
Introduction and Literature Review of Power System Challenges and Issues 电力系统面临的挑战和问题简介及文献综述
Application of Machine Learning and Deep Learning Methods to Power System Problems Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-77696-1_2
A. Ardeshiri, A. Lotfi, Reza Behkam, Arash Moradzadeh, Ashkan Barzkar
{"title":"Introduction and Literature Review of Power System Challenges and Issues","authors":"A. Ardeshiri, A. Lotfi, Reza Behkam, Arash Moradzadeh, Ashkan Barzkar","doi":"10.1007/978-3-030-77696-1_2","DOIUrl":"https://doi.org/10.1007/978-3-030-77696-1_2","url":null,"abstract":"","PeriodicalId":217337,"journal":{"name":"Application of Machine Learning and Deep Learning Methods to Power System Problems","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130282357","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: 9
Introduction to Machine Learning Methods in Energy Engineering 能源工程中的机器学习方法导论
Application of Machine Learning and Deep Learning Methods to Power System Problems Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-77696-1_4
Arash Moradzadeh, B. Mohammadi-ivatloo, K. Pourhossein, M. Nazari-Heris, S. Asadi
{"title":"Introduction to Machine Learning Methods in Energy Engineering","authors":"Arash Moradzadeh, B. Mohammadi-ivatloo, K. Pourhossein, M. Nazari-Heris, S. Asadi","doi":"10.1007/978-3-030-77696-1_4","DOIUrl":"https://doi.org/10.1007/978-3-030-77696-1_4","url":null,"abstract":"","PeriodicalId":217337,"journal":{"name":"Application of Machine Learning and Deep Learning Methods to Power System Problems","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123436517","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: 1
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