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http://hdl.handle.net/10397/93429
Title: | Mitigating distribution power losses of standalone AC microgrids using particle-swarm-optimization control for distributed battery systems | Authors: | Jiang, Y Yang, Y Tan, SC Hui, SYR |
Issue Date: | 2019 | Source: | 2019 IEEE Applied Power Electronics Conference and Exposition (APEC), 17-21 March 2019, Anaheim, CA, USA, p. 3224-3229 | Abstract: | Distributed battery systems (DBS) are widely used in microgrids to compensate imbalanced active and reactive power flows, and for stabilizing bus voltages of microgrids with a high penetration of renewable energy sources (RES). In this paper, a particle-swarm-optimization (PSO) method is adopted as the secondary control of DBS in a standalone AC microgrid. The fitness function of the PSO algorithm contains the parameters of the bus voltage deviations and the power losses on the distribution lines. Through iteration, the bus voltage deviations and the power losses on the distribution lines are reduced, simultaneously. Importantly, the State-of-Charges (SOC) of the battery packs are also being taken into consideration and the battery packs are controlled by local controllers to prevent deep-discharge and over-charge. Both results from Matlab simulation and Real-Time Digital Simulator (RTDS) validate the effectiveness of the proposed control scheme in concurrently reducing the distribution power losses and meeting bus voltage regulations in AC microgrids. | Keywords: | AC microgrid Bus voltage regulation Distribution power losses Particle-swarm-optimization (PSO) |
Publisher: | Institute of Electrical and Electronics Engineers | ISBN: | 978-1-5386-8330-9 (Electronic ISBN) 978-1-5386-8329-3 (USB ISBN) 978-1-5386-8331-6 (Print on Demand(PoD) ISBN) |
DOI: | 10.1109/APEC.2019.8721988 | Rights: | © 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The following publication Y. Jiang, Y. Yang, S. -C. Tan and S. -Y. R. Hui, "Mitigating Distribution Power Losses of Standalone AC Microgrids Using Particle-Swarm-Optimization Control for Distributed Battery Systems," 2019 IEEE Applied Power Electronics Conference and Exposition (APEC), 2019, pp. 3224-3229 is available at https://doi.org/10.1109/APEC.2019.8721988 |
Appears in Collections: | Journal/Magazine Article |
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Yang_Mitigating_Distribution_Power.pdf | Pre-Published version | 1.46 MB | Adobe PDF | View/Open |
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