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Assessing environmental, economic, and reliability impacts of flexible ramp products in MISO's electricity market

机译:评估柔性坡道产品对MISO电力市场的环境,经济和可靠性影响

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摘要

Increased variability and uncertainty of net electrical load due to high penetration of wind and solar power augments the need for dispatching conventional generators with sufficient ramping capability (RC) needed to balance demand with supply. Having sufficient RC reduces the need of last minute dispatch schedule modifications which cause cost, reliability and environmental outcomes that reduce the benefits of renewables. The Midcontinent Independent System Operator (MISO), has modified its Unit Commitment and Economic Dispatch algorithms to account for the economic value of provisioning adequate RC levels. This paper explores the outcomes of this modified market-clearing process by simulating 10-minute operations of a scaled MISO test system, for three representative months under low and high wind penetration scenarios. Changes in system performance are quantified by comparing system costs, scarcity events/pricing, energy prices, generation-fuel mix, wind-power curtailment, and CO2 emissions between the conventional market-clearing algorithm and one with flexible RC products. Results indicate that adding RC products lowers CO2 emissions and system costs, facilitates wind integration, and improves reliability. These benefits are robust to changes in the market clearing algorithm parameters such as over/under generation penalties and reserve scarcity prices.
机译:由于风能和太阳能的高度渗透而增加的净电力负载的可变性和不确定性,增加了对调度具有足够的斜升能力(RC)的常规发电机的需求,以平衡需求与供应。具有足够的RC减少了对最后一分钟调度计划进行修改的需求,这导致成本,可靠性和环境结果,从而降低了可再生能源的收益。中大陆独立系统运营商(MISO)已修改其单位承诺和经济调度算法,以考虑提供足够的RC级别的经济价值。本文通过模拟缩放的MISO测试系统在10分钟的运行(在低风速和高风速情况下三个代表月),探索了这种经过改进的市场清理过程的结果。通过比较常规市场清算算法与具有灵活RC产品的算法之间的系统成本,稀缺事件/定价,能源价格,发电燃料组合,风力发电缩减和CO2排放,可以量化系统性能的变化。结果表明,添加RC产品可降低CO2排放量和系统成本,促进风能整合并提高可靠性。这些好处对市场清算算法参数的变化(如过高/不足发电量罚款和储备稀缺价格)具有鲁棒性。

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