Leveraging P90 Requirement: Flexible Resources Bidding in Nordic Ancillary Service Markets
arxiv(2024)
摘要
The P90 requirement of the Danish transmission system operator, Energinet,
incentivizes flexible resources with stochastic power consumption/production
baseline to bid in Nordic ancillary service markets with the minimum
reliability of 90
probability of up to 10
distributionally robust joint chance-constrained optimization model for
aggregators of flexible resources to optimize their volume of reserve capacity
to be offered. Having an aggregator of electric vehicles as a case study, we
show how distributional robustness is key for the aggregator when making
bidding decisions in a non-stationary uncertain environment. We also develop a
heuristic based on a grid search for the system operator to adjust the P90
requirement and the level of conservativeness, aiming to procure the maximum
reserve capacity from stochastic resources with least expected shortfall.
更多查看译文
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要