DocumentCode :
1787661
Title :
Smart grid load balancing techniques via simultaneous switch/tie-line/wire configurations
Author :
Jiang, Iris Hui-Ru ; Gi-Joon Nam ; Hua-Yu Chang ; Nassif, Sani R. ; Hayes, J.
Author_Institution :
Dept. of Electron. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
fYear :
2014
fDate :
2-6 Nov. 2014
Firstpage :
382
Lastpage :
388
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.
Keywords :
heuristic programming; integer programming; linear programming; load flow; power consumption; power distribution economics; power distribution reliability; quadratic programming; smart power grids; MILP; MIQCQP; ad hoc heuristic method; bidirectional power flow; computational complexity reduction; dynamic topology rotation; economical way; electricity delivery reliability; mixed integer linear program; mixed integer quadratically constrained quadratic program; power distribution dynamic system configuration; power distribution network; smart grid load balancing technique; switch reconfiguration; tie-line reconfiguration; volatile consumption demand; wire upgrade reconfiguration; Load flow; Load management; Substations; Switches; Topology; Wires; Smart grid; distribution radial network; integer linear programming; load balancing; minimum spanning trees; switch configuration; tie-line addition; wire upgrade;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer-Aided Design (ICCAD), 2014 IEEE/ACM International Conference on
Conference_Location :
San Jose, CA
Type :
conf
DOI :
10.1109/ICCAD.2014.7001380
Filename :
7001380
Link To Document :
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