张怀宇, 昌 力, 曹 路, et al. Research on demand side resource feasible region aggregation based on improved zonotope[J]. 2024, 26(2). DOI: 10.3969/j.issn.1009-1831.2024.02.001.
there has been a rapid development of demand-side flexibility resources
such as flexible loads
energy storage
electric vehicles
etc. These resources can flexibly regulate the consumption and storage of electricity without affecting the quality of electricity consumption and user experience
and can better maintain the stable operation of the power grid. However
given that most of the demand-side resources have small capacity
different characteristics and are scattered at the bottom layer
their integration into an aggregated model is usually considered in practical scheduling. For this
a feasible region approximation and efficient aggregation method for demandside resources based on improved zonotope is proposed. Firstly
the feasible region of individual demand-side resources is approximated by the zonotope based on the bottom-up idea
and the general construction form of the zonotope generator is proposed to further improve the approximation accuracy
and finally the aggregation model of demand-side resources is obtained based on the Minkowski sum and the validity of the model proposed in terms of computational accuracy and speed is verified through the analysis of the calculation examples.