住宅热泵的灵活使用——市场参与的可能性和限制

Jessica Raasch
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摘要

间歇性可再生能源电力供应的增加导致电力现货市场的价格波动越来越大。与过去相比,发电的可调度性越来越低,因此需要更多的灵活需求,这些需求可以根据供应进行调整。如果建筑物的智能设备和电网随时可用,甚至住宅消费者也是潜在的市场参与者。本文探讨了热泵运营商参与现货市场的可能性。特别是当考虑到环境温度或价格的不确定性时,研究了问题和可能的效益。因此,在MATLAB中实现了包括空气-水热泵、储罐和被采暖建筑在内的优化模型。为了研究热泵在优化供热计划下的运行情况。在不同的场景中,使用基于代理的模型。也就是说,利用2014年EPEX现货电价历史数据,研究了前一天和当天市场参与的运营情况。结果表明,当私人消费者参与电力市场时,不确定性是一个关键问题。即使有一定的系统灵活性,加热装置的运行约束也很严格,难以满足。需要短期决策,包括对当前信息的反应。系统行为是可以接受的非常短期的决策,即每小时的再优化与场内市场的参与。此外,如果采用事先采购(前一天)和短期调整(当日)相结合的方法,可以产生效益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Flexible Use of Residential Heat Pumps - Possibilities and Limits of Market Participation
The increased amount of electricity supply from intermittent renewable energy sources leads more and more to high price volatility in electricity spot markets. An increasing share of generation is less dispatchable than in the past, and therefore higher amounts of flexible demand, which can be adjusted towards supply, are required. Even residential consumers are potential market participants, if the smart equipment of buildings and the electricity grid are readily available. This paper investigates the possibility for heat-pump operators to participate in spot markets. Especially problems and possible benefits are investigated when uncertainties in ambient temperatures or prices are considered. Therefore an optimization model, including an air-to-water heat pump, a storage tank and the heated building is implemented in MATLAB. In order to investigate the heat-pumps operation according to optimized heat-supply schedules. Along different scenarios, an agent-based model is used. Namely operations with day-ahead and intraday market participation are investigated, using historical EPEX spot electricity prices for 2014. Results show that uncertainty is a critical issue when private consumers participate in electricity markets. Even with a certain amount of system flexibility, there are tight operational constraints for the heating device, which are hard to fulfill. Short-term decisions including responses to current information are required. The system behavior is acceptable with very shortterm decision making, namely a hourly reoptimization with intraday-market participation. Further on, benefits can be yielded, when a combination of procurement before (day-ahead) and adjustments in the very short term (intraday) are applied.
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