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检索条件"主题词=Distributed optimization algorithm"
26 条 记 录,以下是11-20 订阅
排序:
distributed Finite-Time Economic Dispatch of a Network of Energy Resources
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IEEE TRANSACTIONS ON SMART GRID 2017年 第2期8卷 822-832页
作者: Chen, Gang Ren, Jianghong Feng, E. Ning Chongqing Univ Minist Educ Key Lab Dependable Serv Comp Cyber Phys Soc Chongqing 400044 Peoples R China Chongqing Univ Coll Automat Chongqing 400044 Peoples R China
The physical power infrastructure is moving from the centralized structure to the distributed structure for enabling integration of distributed energy resources. Due to the large number of distributed energy resources... 详细信息
来源: 评论
A distributed stochastic gradient algorithm for economic dispatch over directed network with communication delays
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INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS 2019年 110卷 759-771页
作者: Zhang, Hao Li, Huaqing Zhu, Yifan Wang, Zheng Xia, Dawen Southwest Univ Coll Elect & Informat Engn Chongqing Key Lab Nonlinear Circuits & Intelligen Chongqing 400715 Peoples R China Guizhou Minzu Univ Coll Data Sci & Informat Engn Guiyang 550025 Guizhou Peoples R China
Economic dispatch problem (EDP) is one of the fundamental optimization problems in power systems, which involves a coupling linear constraint and several individual box constraints. In this paper, we propose a distrib... 详细信息
来源: 评论
Stochastic gradient-push for economic dispatch on time-varying directed networks with delays
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INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS 2019年 第0期113卷 564-572页
作者: Yuan, Ye Li, Huaqing Hu, Jinhui Wang, Zheng Southwest Univ Chongqing Key Lab Nonlinear Circuits & Intelligen Coll Elect & Informat Engn Chongqing 400715 Peoples R China
Economic dispatch problem (EDP) is an elementary optimization problem of power systems whose purpose is to minimize the total generation cost while meeting total demands and complying with individual generator output ... 详细信息
来源: 评论
Bi-level optimal dispatch in the Virtual Power Plant considering uncertain agents number
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NEUROCOMPUTING 2015年 167卷 551-557页
作者: Yu, Jie Jiao, Yiping Wang, Xiaolong Cao, Jinde Fei, Shumin Southeast Univ Sch Elect Engn Nanjing 210096 Jiangsu Peoples R China Southeast Univ Sch Automat Nanjing 210096 Jiangsu Peoples R China Southeast Univ Dept Math Nanjing 210096 Jiangsu Peoples R China King Abdulaziz Univ Fac Sci Dept Math Jeddah 21589 Saudi Arabia
In smart grid, virtual power plant (VPP) is a novel solution to distributed Energy Resources (DER) in the power grid. Same for traditional power plants, VPP should provide electricity generation to power grid accordin... 详细信息
来源: 评论
An asynchronous distributed gradient algorithm for economic dispatch over stochastic networks
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INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS 2021年 124卷 106240-106240页
作者: Zhang, Hao Liang, Shan Ou, Minghui Wei, Mengli Chongqing Univ Coll Automat Key Lab Dependable Serv Comp Cyber Phys Soc Chongqing 400044 Peoples R China Southeast Univ Sch Cyber Engn & Sci Nanjing 211189 Peoples R China
The economic dispatch problem (EDP) in power systems is usually formulated as a category of convex optimization problems in which the collective cost function is expressed as the sum of all individual objectives of ge... 详细信息
来源: 评论
distributed quadratic programming under Asynchronous and Lossy Communications via Newton-Raphson Consensus
Distributed quadratic programming under Asynchronous and Los...
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European Control Conference (ECC)
作者: Carli, Ruggero Notarstefano, Giuseppe Schenato, Luca Varagnolo, Damiano Univ Padua Dept Informat Engn Via Gradenigo 6-a I-35131 Padua Italy Univ Salento Dept Engn I-73100 Lecce Italy Lulea Univ Technol Dept Comp Sci Elect & Space Engn S-97187 Lulea Sweden
Quadratic optimization problems appear in several interesting estimation, learning and control tasks. To solve these problems in peer-to-peer networks it is necessary to design distributed optimization algorithms supp... 详细信息
来源: 评论
distributed Transmission Expansion Planning in Multi-Area Electric Power Systems
Distributed Transmission Expansion Planning in Multi-Area El...
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IEEE Power-and-Energy-Society Innovative Smart Grid Technologies Conference (ISGT)
作者: Kargarian, Amin Rahmani, Mohsen Falahati, Bamdad Louisiana State Univ Div Elect & Comp Engn Baton Rouge LA 70803 USA Carnegie Mellon Univ Dept Engn & Publ Policy Pittsburgh PA 15213 USA Schweitzer Engn Labs SEL Irvine CA USA
This paper presents a distributed transmission expansion planning (TEP) approach for multi-area power systems. A local TEP is formulated for each area with respect to local characteristics of that area as well as powe... 详细信息
来源: 评论
Residential PV Settings for MV-LV Networks: A distributed Three-Phase AC OPF
Residential PV Settings for MV-LV Networks: A Distributed Th...
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14th IEEE Madrid PowerTech Conference (IEEE POWERTECH)
作者: Givisiez, Arthur Goncalves Liu, Michael Z. Ochoa, Luis F. Univ Melbourne Dept Elect & Elect Engn Melbourne Vic Australia Univ Manchester Sch Elect & Elect Engn Manchester Lancs England
The operation of MV-LV networks with high penetrations of residential PV systems will require the active management of PV settings (curtailment). The conventional three-phase AC optimal power flow (OPF) has shown grea... 详细信息
来源: 评论
KunPeng: Parameter Server based distributed Learning Systems and Its Applications in Alibaba and Ant Financial  17
KunPeng: Parameter Server based Distributed Learning Systems...
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23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
作者: Zhou, Jun Li, Xiaolong Zhao, Peilin Chen, Chaochao Li, Longfei Yang, Xinxing Cui, Qing Yu, Jin Chen, Xu Ding, Yi Qi, Yuan Alan Ant Financial Serv Grp Hangzhou Zhejiang Peoples R China Alibaba Cloud Hangzhou Zhejiang Peoples R China
In recent years, due to the emergence of Big Data (terabytes or petabytes) and Big Model (tens of billions of parameters), there has been an ever-increasing need of parallelizing machine learning (ML) algorithms in bo... 详细信息
来源: 评论
Sparse Gradient Compression for distributed SGD  24th
Sparse Gradient Compression for Distributed SGD
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24th International Conference on Database Systems for Advanced Applications (DASFAA)
作者: Sun, Haobo Shao, Yingxia Jiang, Jiawei Cui, Bin Lei, Kai Xu, Yu Wang, Jiang Peking Univ Sch Elect & Comp Engn Shenzhen Peoples R China BUPT Beijing Key Lab Intelligent Telecommun Software & Beijing Peoples R China Peking Univ Ctr Data Sci Beijing Peoples R China Natl Engn Lab Big Data Anal & Applicat Beijing Peoples R China Tencent Inc Shenzhen Peoples R China
Communication bandwidth is a bottleneck in distributed machine learning, and limits the system scalability. The transmission of gradients often dominates the communication in distributed SGD. One promising technique i... 详细信息
来源: 评论