盈利能力指数
规划师
水力发电
套利
调度(生产过程)
现货市场
电
即期合同
电力市场
分解
随机规划
经济
微观经济学
数学优化
计算机科学
计量经济学
运营管理
财务
数学
工程类
生态学
程序设计语言
电气工程
期货合约
生物
作者
Kilian Schindler,Napat Rujeerapaiboon,Daniel Kühn,Wolfram Wiesemann
出处
期刊:Operations Research
[Institute for Operations Research and the Management Sciences]
日期:2023-04-18
卷期号:72 (1): 185-202
被引量:2
标识
DOI:10.1287/opre.2023.2456
摘要
Multimarket Multireservoir Hydro Scheduling Peak/off-peak spreads on European electricity forward and spot markets are eroding due to the ongoing nuclear phaseout in Germany and the steady growth in photovoltaic capacity. The reduced profitability of peak/off-peak arbitrage forces hydropower producers to recover part of their original profitability on the reserve markets. In their paper titled “A Planner-Trader Decomposition for Multimarket Hydro Scheduling” Schindler, Rujeerapaiboon, Kuhn, and Wiesemann propose a bi-layer stochastic programming framework that jointly optimizes the trading strategies on the spot and reserve markets. The model faithfully accounts for uncertainty in electricity prices, water inflows, and reserve activations, and it ensures that the hydropower producers can fulfill their market commitments under any circumstances. The model is numerically challenging due to the various sources of uncertainty that are revealed at different time scales and that affect the problem's objective function and constraints, and the authors propose a new planner-trader decomposition and an information restriction for its solution. A case study based on real data from Austria reveals significant benefits of simultaneously participating in the spot and the reserve markets.
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