Research on Fault Self-healing Method of Smart Distribution Network based on Binary Hybrid Algorithm
DOI: 10.23977/jaip.2017.21003 | Downloads: 32 | Views: 3622
Author(s)
Wang Baoyi 1, Qian Yalun 1, Zhang Shaomin 1
Affiliation(s)
1 School of Control and Computer Engineering, North China Electric Power University, Baoding,Hebei Province,China
Corresponding Author
Wang BaoyiABSTRACT
In this paper, the mathematical model of fault self-healing with the minimum net loss and node voltage deviation is proposed. Then, against the deficiencies of the fruit fly optimization algorithm, combine binary quantum particle swarm algorithm and binary fruit fly optimization algorithm to produce a binary hybrid algorithm for fault self-healing process. Finally, the experiment proved that the algorithm has faster convergence rate and stronger global optimization ability.
KEYWORDS
Fault Self-healing, Smart Distribution Network, Binary Quantum Particle Swarm Algorithm, Binary Fruit Fly Optimization Algorithm, Binary Hybrid AlgorithmCITE THIS PAPER
Baoyi, W., Yalun, Q.,Shaomin Z. (2017) Research on Fault Self-healing Method of Smart Distribution Network Based on Binary Hybrid Algorithm. Journal of Artificial Intelligence Practice (2017) Vol.2, Num.1: 20-25.
REFERENCES
[1] Li Dapeng. Study of Self-healing Techniques for Smart Distribution Networks with DGs[D]. Tianjin University, 2012.
[2] Zhenzhi Lin, Fushuan Wen, Yusheng Xue. A Restorative Self-Healing Algorithm for Transmission Systems Based on Complex Network Theory [J].IEEE Transactions on Smart Grid, 2016, 7: 2154-2162.
[3] Pang Qingle, Gao Houlei, Li Tianyou. Load Balancing Based Fault Service Restoration for Smart Distribution Grid[J]. Power System Technology, 2013, 02: 342-348.
[4] Fazel Abbasi and Seyed Mehdi Hosseini. Optimal DG allocation and sizing in presence of storage systems considering network configuration effects in distribution systems [J].IET Generation, Transmission & Distribution, 2016, 10: 617-624.
[5] Liu Kai, Li Wenpei, Cheng Qianshan et al. Self-healing of smart distribution network based on heuristic rules and artificial immune [J].Journal of Wuhan University (Engineering Science), 2016,02: 218-222.
[6] XIANG Yinxing, WU Wenxuan, LIN Han, and et al. Self-healing control and reconstruction optimization of smart grid with distributed generation[J]. Electrical Applications, 2015, 18: 68-71.
[7] Yao Yuhai, Wang Zengping, Guo Kunya et al. Multi-objective binary particle swarm optimization algorithm based on E-dominated solution for fault recovery of distribution network [J]. Power System Protection and Control, 2014, 23: 76-81.
[8] Zhang Tao, Shi Suyi, Xu Xueqin. Reconstruction of distribution network with distribution generation based on binary quantum particle swarm optimization [J].Power System Protection and Control, 2016 , 04: 22-28.
[9] Xu Qiang,Guo Haibin,Feng Xugang et al.Research on self-healing strategy of smart distribution grid based on improved ant colony algorithm[C].2016 Chinese Control and Decision Conference (CCDC),2016:390-395.
[10] Li Yang. Research on Reactive Power Optimization Based on Multi - Agent Quantum Particle Swarm Optimization [D].GuangDong University of Technology, 2014.
[11] Zhang Mingguang, Wang Shiliang. Multi-objective Optimization Planning of Power Grid Based on BQPSO [J]. Computer Engineering and Applications, 2015,18: 266-270.
[12] Wang Shiliang. Multi-objective optimization planning of smart grid based on improved quantum particle swarm optimization [D]. Lanzhou University of Technology, 2014.
[13] Ling Feihong, Xue Yuqiang, Lin Minghan. Application of FOA algorithm in distribution network reconfiguration [J]. Electrical switch, 2016, 54 (02): 87-90 + 96 [2017-09-27].
Downloads: | 5773 |
---|---|
Visits: | 178362 |
Sponsors, Associates, and Links
-
Power Systems Computation
-
Internet of Things (IoT) and Engineering Applications
-
Computing, Performance and Communication Systems
-
Advances in Computer, Signals and Systems
-
Journal of Network Computing and Applications
-
Journal of Web Systems and Applications
-
Journal of Electrotechnology, Electrical Engineering and Management
-
Journal of Wireless Sensors and Sensor Networks
-
Journal of Image Processing Theory and Applications
-
Mobile Computing and Networking
-
Vehicle Power and Propulsion
-
Frontiers in Computer Vision and Pattern Recognition
-
Knowledge Discovery and Data Mining Letters
-
Big Data Analysis and Cloud Computing
-
Electrical Insulation and Dielectrics
-
Crypto and Information Security
-
Journal of Neural Information Processing
-
Collaborative and Social Computing
-
International Journal of Network and Communication Technology
-
File and Storage Technologies
-
Frontiers in Genetic and Evolutionary Computation
-
Optical Network Design and Modeling
-
Journal of Virtual Reality and Artificial Intelligence
-
Natural Language Processing and Speech Recognition
-
Journal of High-Voltage
-
Programming Languages and Operating Systems
-
Visual Communications and Image Processing
-
Journal of Systems Analysis and Integration
-
Knowledge Representation and Automated Reasoning
-
Review of Information Display Techniques
-
Data and Knowledge Engineering
-
Journal of Database Systems
-
Journal of Cluster and Grid Computing
-
Cloud and Service-Oriented Computing
-
Journal of Networking, Architecture and Storage
-
Journal of Software Engineering and Metrics
-
Visualization Techniques
-
Journal of Parallel and Distributed Processing
-
Journal of Modeling, Analysis and Simulation
-
Journal of Privacy, Trust and Security
-
Journal of Cognitive Informatics and Cognitive Computing
-
Lecture Notes on Wireless Networks and Communications
-
International Journal of Computer and Communications Security
-
Journal of Multimedia Techniques
-
Automation and Machine Learning
-
Computational Linguistics Letters
-
Journal of Computer Architecture and Design
-
Journal of Ubiquitous and Future Networks