综合智慧能源2025，Vol.47Issue(7)：12-22,11.DOI:10.3969/j.issn.2097-0706.2025.07.002
考虑电动汽车充电模式和楼宇热惯性的商业智能楼宇能量管理策略
Energy management strategy for smart commercial buildings considering electric vehicle charging patterns and building thermal inertia
摘要
Abstract
With the growth of the economic level,the proportion of electricity consumption in buildings continues to increase.Optimizing building energy management strategies can effectively enhance energy conservation and reduce emissions.In commercial building loads,air conditioning loads and electric vehicles loads account for a large proportion of energy consumption.Therefore,a smart commercial building energy management model considering building thermal inertia and incorporating electric vehicle integration was proposed,with the behavioral characteristics of electric vehicles modeled via Monte Carlo simulation.Based on the thermal capacitance-resistance model,a building thermal dynamic balance equation was established.Scenario-based stochastic programming was adopted to establish a smart commercial building energy management model,and Conditional Value at Risk(CVaR)was introduced to improve robustness.The results of case studies showed that considering building thermal inertia could reduce the operating costs of air conditioning loads by 9.7%and increase revenue by 1.4%.Although CVaR reduces the operational risks of buildings,it also lowers their comprehensive expected returns.关键词
楼宇热惯性/电动汽车/随机规化/智能楼宇/能量管理/风险价值法Key words
building thermal inertia/electric vehicle/stochastic programming/smart building/energy management/value at risk分类
能源科技引用本文复制引用
吴国梁,郑文,何玲,王雷,黄媛,刘俊勇..考虑电动汽车充电模式和楼宇热惯性的商业智能楼宇能量管理策略[J].综合智慧能源,2025,47(7):12-22,11.基金项目
中央高校基本科研业务费专项资金资助项目(YJ2021163)Fundamental Research Funds for the Central Universities(YJ2021163) （YJ2021163）
