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Stochastic Unit Commitment with CO2 Emission Trading in the Deregulated Market Environment

机译:在放松管制的市场环境中采用CO2排放交易的随机单位承诺

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We investigate a unit commitment problem in which CO2 emission trading and power price are under consideration. We decide how much power to generate, how to trade emission and aim at maximizing the profit of the generation company in the deregulated market environment. The prices of power and emission trading are assumed to be stochastic due to the uncertain market environment. Using a scenario-based approach, we formulate the stochastic problem as a large scale MINLP model. A heuristic algorithm based on Lagrangian relaxation is developed for solving the problem. The testing results show the good performance of the proposed algorithm.
机译:我们研究了考虑CO 2 排放交易和电价的单位承诺问题。我们决定在放松管制的市场环境中产生多少电力,如何进行排放交易,并力求使发电公司的利润最大化。由于不确定的市场环境,假设电力和排放交易的价格是随机的。使用基于场景的方法,我们将随机问题表述为大规模MINLP模型。为解决该问题,提出了一种基于拉格朗日松弛的启发式算法。测试结果表明了该算法的良好性能。

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