Multi-scene Scheduling of Power System With Renewable Energy Based on DDPG
X. Han, Wenlong Shi, Xin Yuan, Hao Yi · 2023
As the process of energy transformation and upgrading of new-type power system advances, the importance of optimizing power system scheduling is gradually highlighted. Effective scheduling of the power system is crucial for ensuring its efficient and reliable operation. Simulation-based optimization techniques have gained prominence in recent years for optimizing power system dispatching. This paper presents the construction and application of power system scheduling optimization simulation environment. The simulation environment integrates a simulation model with an optimization algorithm to find the optimal scheduling solutions. The presented environment enables power system operators to conduct performance evaluations of the system under various scenarios and conditions. It facilitates the identification of areas that require improvement and enables operators to make informed decisions that promote effective and dependable power system operation. The construction of the simulation environment involves several steps, including defining the problem, collecting data, developing a mathematical model, selecting an optimization algorithm, implementing the algorithm in software, and testing the simulation environment. The paper concludes by discussing the application of the simulation environment to a case study and highlighting the potential of simulation-based optimization techniques for improving the efficiency and reliability of the power system.