Fast reconfiguration method of low-carbon distribution network based on convolutional neural network
Frontiers in Energy Research, 2023 The existing meta-heuristic distribution network reconfiguration (DNR) algorithm has excellent optimization ability through iteration. However, it is difficult to realize the large-scale fast calculation and online real-time response of DNR solution.
Yixiao Yu +5 more
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Mine-used distribution network reconfiguration based on improved fireworks algorithm
Gong-kuang zidonghua, 2018 For problems of difficulty in obtaining global optimal solution and low efficiency when heuristic method and intelligent optimization method were used to solve problem of distribution network reconfiguration, and requirements of rapidity and stability of
XU Jiabin +3 more
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Optimization of distribution network reconfiguration based on Markov chain Monte Carlo method
Energy Reports, 2022 Peak load shaving and load balancing are of great significance to reduce distribution network loss and improve resource utilization. Given this background, an optimization strategy for distribution network reconfiguration based on Markov chain Monte ...
Jiaqiao Li +5 more
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Region based reconfiguration of distribution network: A post-contingency security solution
Energy Reports, 2022 The N-1 security principle is a key principle for distribution operation. However, it is not taken into account in modern distribution network reconfiguration models, which cannot satisfy security demands.
Jia Liu +4 more
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Research on optimization algorithm of distribution network reconstruction based on cuckoo search-particle swarm optimization [PDF]
E3S Web of Conferences, 2020 As the distribution network environment becomes more complex, improving the optimization effect and running time is the key to distribution network reconfiguration.
Chen Jin +4 more
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Reconfiguration of Distribution Networks With Distributed Generations Using an Improved Neural Network Algorithm [PDF]
IEEE Access, 2021 This study aims to suggest a new quasi-oppositional chaotic neural network algorithm (QOCNNA) for simultaneous network reconfiguration and distributed generations allocation (SNR-DG) in radial distribution networks (RDNs). The proposed QOCNNA is developed by combining original NNA with chaotic local search (CLS) and quasi-oppositional-based learning ...
Thanh Van Tran +5 more
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Multi-objective feeder reconfiguration problem in the presence of distributed generation sources and capacitors units considering network voltage Security [PDF]
مجله مدل سازی در مهندسیDistribution network reconfiguration is one of the well-known and effective strategies in the distribution networks which performs by the status management of the network switches in order to obtain a new optimal configuration for the feeders. This study
Benyamin Katanchi +3 more
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Electrical engineering & Electromechanics, 2023 Introduction. To minimise power loss, maintain the voltage within the acceptable range, and improve power quality in power distribution networks, reconfiguration and optimal distributed generation placement are presented. Power flow analysis and advanced
Y. Tami +4 more
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Distribution Power Network Reconfiguration In The Smart Grid
CoRR, 2017 CIGRÉ-BRASIL - Brazilian National ...
Eonassis O. Santos +1 more
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Decentralized Topology Reconfiguration in Multiphase Distribution Networks [PDF]
IEEE Transactions on Signal and Information Processing over Networks, 2019 The cyber-physical nature of the modern power grid allows active power entities to exchange information signals with one another to make intelligent local actuation decisions. Exacting effective coordination amongst these cyber-enabled entities by way of strategic signal exchanges is essential for accommodating highly fluctuating power components (e.g.,
Jingyuan Liu, Pirathayini Srikantha
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