一种基于聚类分析的空调可信可调节能力量化方法及系统
By using a method for quantifying the adjustability of air conditioning based on cluster analysis and probabilistic models, the problems of inaccurate and unreliable assessment of air conditioning adjustability in existing technologies are solved. This method achieves accurate quantification and reliability calculation of air conditioning adjustability, thereby improving the reliability and flexibility of power grid dispatch.
CN121996989BActive Publication Date: 2026-07-17HOHAI UNIV
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- HOHAI UNIV
- Filing Date
- 2026-04-07
- Publication Date
- 2026-07-17
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Figure CN121996989B_ABST
Abstract
本发明涉及配电系统技术领域，尤其涉及一种基于聚类分析的空调可信可调节能力量化方法及系统，该方法包括获取目标调控区域内各空调的运行参数，并根据这些参数计算每台空调的可上调和可下调功率；对空调进行聚类，得到多个空调簇，并对每个簇的参数进行统计分析，获取不确定性统计特征；基于统计特征，建立空调簇可调节能力的概率模型，并计算各簇的可上调和可下调能力的概率分布；根据预设可信度水平计算可信可调节能力，并聚合得到目标区域的总体可信可调节能力；最后，考虑空调调节的实际约束因素，对计算结果进行修正，通过聚类分析和概率建模，本发明能够精确量化空调的可调节能力，提供更加精确的调节能力量化结果。
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