Electricity Trading and Negative Prices: Storage vs. Disposal

处置模式 价值(数学) 经济 微观经济学 网格 业务 商业 货币经济学 环境经济学 计算机科学 废物管理 电气工程 工程类 数学 几何学 机器学习
作者
Yangfang Zhou,Alan Scheller‐Wolf,Nicola Secomandi,Stephen F. Smith
出处
期刊:Management Science [Institute for Operations Research and the Management Sciences]
卷期号:62 (3): 880-898 被引量:89
标识
DOI:10.1287/mnsc.2015.2161
摘要

Electricity cannot yet be stored on a large scale, but technological advances leading to cheaper and more efficient industrial batteries make grid-level storage of electricity surpluses a natural choice. Because electricity prices can be negative, it is unclear how the presence of negative prices might affect the storage policy structure known to be optimal when prices are only nonnegative, or even how important it is to consider negative prices when managing an industrial battery. For fast storage (a storage facility that can both be fully emptied and filled up in one decision period), we show analytically that negative prices can substantially alter the optimal storage policy structure, e.g., all else being equal, it can be optimal to empty an almost empty storage facility and fill up an almost full one. For more typical slow grid-level electricity storage, we numerically establish that ignoring negative prices could result in a considerable loss of value when negative prices occur more than 5% of the time. Negative prices raise another possibility: rather than storing surpluses, a merchant might buy negatively priced electricity surpluses and dispose of them, e.g., using load banks. We find that the value of such a disposal strategy is substantial, e.g., about $118 per kilowatt-year when negative prices occur 10% of the time, but smaller than that of the storage strategy, e.g., about $391 per kilowatt-year using a typical battery. However, devices for disposal are much cheaper than those for storage. Our results thus have ramifications for merchants as well as policy makers. This paper was accepted by Serguei Netessine, operations management.
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