Intelligent Microgrid Management and EV Control Under Uncertainties in Smart Grid by Ran Wang Ping Wang & Gaoxi Xiao

Author:Ran Wang, Ping Wang & Gaoxi Xiao
Language: eng
Format: epub
Publisher: Springer Singapore, Singapore

4.6.2 Results and Discussions

4.6.2.1 Robust ES Threshold and Robust HS Threshold

We first solve the sub-problem and obtain the robust ES threshold and robust HS threshold for solving the main problem. The reference distributions of net demand and heat demand are normal and are estimated from sample data. The distance limit of net demand and heat demand uncertainty sets is . The fault tolerance limit of net demand supply is while the fault tolerance limit of heat demand supply is . Given reference distributions, distance limits, and fault tolerance limits, we obtain and based on Algorithm 4.1. The results are shown in Table 4.2.Table 4.2Parameters of distribution uncertainty sets and corresponding ES and HS thresholds (unit: MWh for electricity and mmBTU for heat. and are mean and standard deviation of net demand reference distribution, respectively. and are mean and standard deviation of heat demand reference distribution, respectively)

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