DocumentCode :
3567237
Title :
A probabilistic approach to design of real-time pricing systems over communication networks
Author :
Kobayashi, Koichi ; Hiraishi, Kunihiko
Author_Institution :
Sch. of Inf. Sci., Japan Adv. Inst. of Sci. & Technol., Nomi, Japan
fYear :
2014
Firstpage :
4732
Lastpage :
4737
Abstract :
In design of demand response programs, real-time pricing plays an important role. In real-time pricing systems, information of the price and power consumption is sent to an ISO (independent system operator) and consumers (i.e., smart meters) through communication networks. Hence, this system can be regarded as a class of networked control systems. In this paper, design of real-time pricing systems over communication networks is discussed. First, a probabilistic discrete model expressing the relation between the price and power consumption is explained. In addition, effects of communication networks are also explained, and directed graphs with communication properties are introduced. Next, the pricing problem is reduced to a mixed integer linear programming problem. Finally, a numerical simulation is presented.
Keywords :
directed graphs; integer programming; linear programming; numerical analysis; power consumption; pricing; real-time systems; smart meters; telecommunication networks; ISO; communication networks; demand response programs; directed graphs; independent system operator; mixed integer linear programming problem; networked control systems; numerical simulation; power consumption; probabilistic discrete model; real time pricing systems; smart meters; Communication networks; Electricity; Power demand; Pricing; Probabilistic logic; Real-time systems; Switches;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics Society, IECON 2014 - 40th Annual Conference of the IEEE
Type :
conf
DOI :
10.1109/IECON.2014.7049216
Filename :
7049216
Link To Document :
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