Two-stage optimized dispatching method for virtual power plant
A virtual power plant and optimal dispatching technology, applied in data processing applications, instruments, forecasting, etc., can solve the problems of unfavorable power grid safe operation, high complexity, poor economy, etc., to ensure economy and reliability, and reduce calculation time. , the effect of reducing complexity
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[0039] Embodiment: In this embodiment, a small wind farm (Wind Turbine, WT), a pumped hydro storage plant (PHSP), and three different types of gas turbines (gas turbine, GT) are used to form a virtual power plant. Using CPLEX12.5 and PSO algorithm on a personal computer with quad-core 3.30GHz CPU and 4GB memory image 3 The simulation calculation of the improved IEEE33 node distribution network shown is carried out. WT, PHSP and three GTs are respectively connected to nodes 21, 10, 17, 24, and 32.
[0040] Step 1. Collect power generation and electricity price information: Based on the historical data of wind power and electricity prices of a small wind farm in Xinjiang and the European energy exchange (EEX) two weeks before June 14, 2013, using the artificial neural network algorithm to predict 2013 Wind turbine output and electricity price data on June 14, 2019; the gas turbines adopt three types: TAURUS60, CENTAUR40, and CENTAUR50, with the maximum output of 5.67MW, 2.5MW, ...
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