Bi-Level Optimization Problem to Develop Optimal Strategy of a Generator in Competitive Environment

A. Jain
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Abstract

A bi-level optimization approach has been proposed to develop the optimal strategy of a generator considering double sided market, congestion effect and rivals bidding strategy. Market clearing process of the System Operator is represented by lower level optimization problem and generator's profit maximization function is represented by upper level optimization problem, which is a nonlinear. Hence, optimal solution of the proposed bi-level optimization formulation has been obtained using Artificial Bee Colony algorithm. The effectiveness of the proposed method has been tested on 5-bus system. Results are compared with the Sequential Quadratic Programming based classical approach.
竞争环境下发电机最优策略的双层优化问题
在考虑双边市场、拥塞效应和竞争对手竞价策略的情况下,提出了一种双层优化方法来制定发电机组的最优策略。系统运营商的市场出清过程用下一级优化问题表示,发电商的利润最大化函数用上一级优化问题表示,这是一个非线性问题。因此,采用人工蜂群算法得到了所提出的双层优化公式的最优解。该方法的有效性已在五总线系统上进行了验证。结果与基于顺序二次规划的经典方法进行了比较。
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