DocumentCode :
3605180
Title :
Optimal Investment for Retail Company in Electricity Market
Author :
Jianping He ; Lin Cai ; Peng Cheng ; Jialu Fan
Author_Institution :
Innovation Joint Res. Center for Ind. Cyber Phys. Syst., Zhejiang Univ., Hangzhou, China
Volume :
11
Issue :
5
fYear :
2015
Firstpage :
1210
Lastpage :
1219
Abstract :
Considering an optimal investment problem for a retailer in electricity market, the objective is to seek the optimal investment decision that maximizes the weighted sum of the expected return and the variance of wealth. Unlike existing works, the price fluctuation of both the wholesale and retail side of electricity market is considered, and the retailer can invest its wealth in electricity market and traditional financial market simultaneously. Hence, there is a complicated wealth dynamic, which is the main challenge in our work. In this paper, by utilizing the method of Lagrange multiplier and the classical Tchebycheff inequality, we first show that the investment problem is a quadratic programming problem in terms of the decision variable, and thus has a unique optimal solution. Then, a closed-form optimal solution is derived by solving the stationary equation and comparing the feasible solution interval. Based on the optimal solution, we find the key price, which will affect the investment is the wholesale price rather than the retail price. Moreover, with a similar analysis approach, we also provide the optimal solution considering a more general model, which allows the retailer to purchase the electricity temporarily to avoid the supply shortage. Extensive simulations demonstrate the better performance of the proposed solution over the Kelly strategy widely used in the financial market.
Keywords :
investment; power markets; quadratic programming; retailing; Lagrange multiplier; Tchebycheff inequality; electricity market retail; electricity market wholesale; expected return weighted sum; financial market; optimal investment decision; price fluctuation; quadratic programming problem; retail company; Companies; Electricity supply industry; Informatics; Investment; Quadratic programming; Random variables; Real-time systems; Electricity Market; Electricity market; Optimal Investment; Risk Management; Smart Grid; optimal investment; risk management; smart grid;
fLanguage :
English
Journal_Title :
Industrial Informatics, IEEE Transactions on
Publisher :
ieee
ISSN :
1551-3203
Type :
jour
DOI :
10.1109/TII.2015.2475215
Filename :
7230276
Link To Document :
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