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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 Control Problems of Power Systems 机器学习/深度学习在电力系统控制问题中的应用简介及文献综述
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_5
Samira Sadeghi, Ali Hesami Naghshbandy, Parham Moradi, N. Rezaei
{"title":"Introduction and Literature Review of the Application of Machine Learning/Deep Learning to Control Problems of Power Systems","authors":"Samira Sadeghi, Ali Hesami Naghshbandy, Parham Moradi, N. Rezaei","doi":"10.1007/978-3-030-77696-1_5","DOIUrl":"https://doi.org/10.1007/978-3-030-77696-1_5","url":null,"abstract":"","PeriodicalId":217337,"journal":{"name":"Application of Machine Learning and Deep Learning Methods to Power System Problems","volume":"23 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":"125426249","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 and Power System Planning: Opportunities and Challenges 机器学习与电力系统规划:机遇与挑战
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_3
Mohammad Hosein Asgharinejad Keisami, Sasan Azad, R. Mohammadi Chabanloo, M. Nazari-Heris, S. Asadi
{"title":"Machine Learning and Power System Planning: Opportunities and Challenges","authors":"Mohammad Hosein Asgharinejad Keisami, Sasan Azad, R. Mohammadi Chabanloo, M. Nazari-Heris, S. Asadi","doi":"10.1007/978-3-030-77696-1_3","DOIUrl":"https://doi.org/10.1007/978-3-030-77696-1_3","url":null,"abstract":"","PeriodicalId":217337,"journal":{"name":"Application of Machine Learning and Deep Learning Methods to Power System Problems","volume":"24 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":"123568085","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
Application of Machine Learning for Predicting User Preferences in Optimal Scheduling of Smart Appliances 机器学习预测用户偏好在智能家电优化调度中的应用
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_16
Milad Sadat‐Mohammadi, M. Nazari-Heris, A. Ameli, S. Asadi, B. Mohammadi-ivatloo, Houtan Jebelli
{"title":"Application of Machine Learning for Predicting User Preferences in Optimal Scheduling of Smart Appliances","authors":"Milad Sadat‐Mohammadi, M. Nazari-Heris, A. Ameli, S. Asadi, B. Mohammadi-ivatloo, Houtan Jebelli","doi":"10.1007/978-3-030-77696-1_16","DOIUrl":"https://doi.org/10.1007/978-3-030-77696-1_16","url":null,"abstract":"","PeriodicalId":217337,"journal":{"name":"Application of Machine Learning and Deep Learning Methods to Power System Problems","volume":"153 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":"124962074","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
Prediction of Out-of-Step Condition for Synchronous Generators Using Decision Tree Based on the Dynamic Data by WAMS/PMU 基于WAMS/PMU动态数据的决策树同步发电机失步状态预测
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_14
M. Abedi, M. Aghamohammadi, Sasan Azad, M. Nazari-Heris, S. Asadi
{"title":"Prediction of Out-of-Step Condition for Synchronous Generators Using Decision Tree Based on the Dynamic Data by WAMS/PMU","authors":"M. Abedi, M. Aghamohammadi, Sasan Azad, M. Nazari-Heris, S. Asadi","doi":"10.1007/978-3-030-77696-1_14","DOIUrl":"https://doi.org/10.1007/978-3-030-77696-1_14","url":null,"abstract":"","PeriodicalId":217337,"journal":{"name":"Application of Machine Learning and Deep Learning Methods to Power System Problems","volume":"118 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":"133682924","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
Voltage Stability Assessment in Power Grids Using Novel Machine Learning-Based Methods 基于新型机器学习方法的电网电压稳定性评估
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_9
Ali Mollaiee, Sasan Azad, M. Ameli, M. Nazari-Heris
{"title":"Voltage Stability Assessment in Power Grids Using Novel Machine Learning-Based Methods","authors":"Ali Mollaiee, Sasan Azad, M. Ameli, M. Nazari-Heris","doi":"10.1007/978-3-030-77696-1_9","DOIUrl":"https://doi.org/10.1007/978-3-030-77696-1_9","url":null,"abstract":"","PeriodicalId":217337,"journal":{"name":"Application of Machine Learning and Deep Learning Methods to Power System Problems","volume":"1 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":"129346405","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
A Survey of Recent Particle Swarm Optimization (PSO)-Based Clustering Approaches to Energy Efficiency in Wireless Sensor Networks 基于粒子群优化(PSO)的无线传感器网络能效聚类方法综述
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_7
Emrah Hançer
{"title":"A Survey of Recent Particle Swarm Optimization (PSO)-Based Clustering Approaches to Energy Efficiency in Wireless Sensor Networks","authors":"Emrah Hançer","doi":"10.1007/978-3-030-77696-1_7","DOIUrl":"https://doi.org/10.1007/978-3-030-77696-1_7","url":null,"abstract":"","PeriodicalId":217337,"journal":{"name":"Application of Machine Learning and Deep Learning Methods to Power System Problems","volume":"112 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":"134257392","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
Clustering in Power Systems Using Innovative Machine Learning/Deep Learning Methods 利用创新的机器学习/深度学习方法在电力系统中聚类
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_8
Mohammad Hossein Rezaeian Koochi, M. H. Hemmatpour, P. Dehghanian
{"title":"Clustering in Power Systems Using Innovative Machine Learning/Deep Learning Methods","authors":"Mohammad Hossein Rezaeian Koochi, M. H. Hemmatpour, P. Dehghanian","doi":"10.1007/978-3-030-77696-1_8","DOIUrl":"https://doi.org/10.1007/978-3-030-77696-1_8","url":null,"abstract":"","PeriodicalId":217337,"journal":{"name":"Application of Machine Learning and Deep Learning Methods to Power System Problems","volume":"15 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":"116148056","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
Power System Challenges and Issues 电力系统的挑战和问题
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_1
A. Sharifzadeh, M. Ameli, Sasan Azad
{"title":"Power System Challenges and Issues","authors":"A. Sharifzadeh, M. Ameli, Sasan Azad","doi":"10.1007/978-3-030-77696-1_1","DOIUrl":"https://doi.org/10.1007/978-3-030-77696-1_1","url":null,"abstract":"","PeriodicalId":217337,"journal":{"name":"Application of Machine Learning and Deep Learning Methods to Power System Problems","volume":"49 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":"125468584","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
Evaluation and Classification of Cascading Failure Occurrence Potential Due to Line Outage 线路中断级联故障发生潜力的评估与分类
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_10
M. Abedi, M. Aghamohammadi, M. Ameli
{"title":"Evaluation and Classification of Cascading Failure Occurrence Potential Due to Line Outage","authors":"M. Abedi, M. Aghamohammadi, M. Ameli","doi":"10.1007/978-3-030-77696-1_10","DOIUrl":"https://doi.org/10.1007/978-3-030-77696-1_10","url":null,"abstract":"","PeriodicalId":217337,"journal":{"name":"Application of Machine Learning and Deep Learning Methods to Power System Problems","volume":"11 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":"126124283","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
LSTM-Assisted Heating Energy Demand Management in Residential Buildings lstm辅助住宅供热能源需求管理
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_11
Amin Mansour-Saatloo, Arash Moradzadeh, S. Zakeri, B. Mohammadi-ivatloo
{"title":"LSTM-Assisted Heating Energy Demand Management in Residential Buildings","authors":"Amin Mansour-Saatloo, Arash Moradzadeh, S. Zakeri, B. Mohammadi-ivatloo","doi":"10.1007/978-3-030-77696-1_11","DOIUrl":"https://doi.org/10.1007/978-3-030-77696-1_11","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":"126768367","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
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