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