https://scholars.lib.ntu.edu.tw/handle/123456789/497900
Title: | Smart grid load balancing techniques via simultaneous switch/tie-line/wire configurations | Authors: | Jiang, I.H.-R. Nam, G.-J. Chang, H.-Y. Nassif, S.R. Hayes, J. HUI-RU JIANG |
Keywords: | distribution radial network; integer linear programming; load balancing; minimum spanning trees; Smart grid; switch configuration; tie-line addition; wire upgrade | Issue Date: | 2015 | Journal Volume: | 2015-January | Journal Issue: | January | Start page/Pages: | 382-388 | Source: | IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD | Abstract: | Fast changing power distribution systems request a dynamic system configuration capability of reacting to volatile consumption demands in an economical way. Load balancing in power distribution systems is an essential technique for smart grid that enables reliable electricity delivery to end customers. This paper is the first work focusing on load balancing using switch reconfiguration, tie-line addition, and wire upgrade simultaneously, while existing works adopt only one of the three techniques to configure the power distribution system. We observe that the new load balancing problem induces a new challenge, dynamic topology rotation, which cannot be handled by existing solutions. To overcome this challenge, we first consider bidirectional power flows and formulate the load balancing problem as a mixed-integer quadratically constrained quadratic program (MIQCQP). To reduce the computational complexity, it is further transformed into a mixed-integer linear program (MILP) without loss of optimality. Experimental results show that, on real power distribution networks, our approach produces optimal solutions that are unlikely to be found in ad-hoc heuristics methods. © 2014 IEEE. |
URI: | https://scholars.lib.ntu.edu.tw/handle/123456789/497900 | DOI: | 10.1109/ICCAD.2014.7001380 | SDG/Keyword: | Computer aided design; Electric power transmission networks; Heuristic methods; Integer programming; Quadratic programming; Resource allocation; Integer Linear Programming; Minimum spanning trees; Radial networks; Smart grid; Switch configuration; Tie line; Smart power grids |
Appears in Collections: | 電機工程學系 |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.