Combinatorial Reverse Electricity Auctions

被引:1
|
作者
Shil, Shubhashis Kumar [1 ]
Sadaoui, Samira [1 ]
机构
[1] Univ Regina, Dept Comp Sci, Regina, SK, Canada
关键词
Combinatorial reverse auctions; Electricity auctions; Winner Determination; Genetic algorithms; Multi-Objective Optimization; CONSTRAINTS; MECHANISM;
D O I
10.1007/978-3-319-57351-9_21
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Utility companies can organize e-auctions to procure electricity from other suppliers during peak load periods. For this purpose, we develop an efficient Combinatorial Reverse Auction (CRA) to purchase power from diverse sources, residents and plants. Our auction is different from what has been implemented in the electricity markets. In our CRA, which is subject to trading constraints, an item denotes a time slot that has two conflicting attributes, energy volume and its price. To ensure the security of energy, we design our auction with two bidding rounds: the first one is for variable-energy suppliers and the second one for other sources, like controllable load and renewable energy. Determining the winner of CRAs is a computational hard problem. We view this problem as an optimization of resource allocation that we solve with multi-objective genetic algorithms to find the best solution. The latter represents the best combination of suppliers that lowers the price and increases the energy.
引用
收藏
页码:162 / 168
页数:7
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