电力工程技术2024，Vol.43Issue(4)：166-176,11.DOI:10.12158/j.2096-3203.2024.04.017
考虑不确定性的楼宇综合能源系统日前调度
Day-ahead scheduling of building integrated energy system considering uncertainty
摘要
Abstract
Integrated energy systems enable the complementary utilization of various forms of energy.With the rapid increase in installed capacity of distributed generations,their intermittency and randomness have posed significant challenges to the operational efficiency and safety of the system.To address the impact of uncertainties in both energy supply and demand on the economic scheduling of building integrated energy systems,this study first models the operational characteristics of each subsystem,including the power grid,natural gas network,and various coupled equipments.Next,a thermal cell model of the building users is constructed based on the quantitative relationship among temperature,thermal radiation,and thermal load.Then,a day-ahead optimization scheduling model for the building integrated energy systems is established with the objective of minimizing the operating cost.A chance-constrained programming approach is employed to convert the non-linear scheduling model into a mixed-integer second-order cone programming problem easy to solve.Finally,simulation analysis is conducted in the Python environment using the CPLEX solver.The results demonstrate that the proposed model and solution method are capable of effectively characterizing and addressing uncertainty risks in the system,facilitating the consumption of renewable energy,and improving the economic efficiency of system operation.关键词
综合能源系统/多重不确定性/热室模型/机会约束/凸松弛/优化调度Key words
integrated energy system/multiple uncertainties/hot cell model/chance constraint/convex relaxation/optimal scheduling分类
信息技术与安全科学引用本文复制引用
易文飞,张潼,岳东,李来福,袁宇波..考虑不确定性的楼宇综合能源系统日前调度[J].电力工程技术,2024,43(4):166-176,11.基金项目
江苏省自然科学基金资助项目(BK20210056) 本文得到国网江苏省电力有限公司科技项目(J2021194)资助,谨此致谢! （BK20210056）
