Dispatching Optimization Including Photovoltaic Access to Microgrid Based on Gradient Improvement Decision Tree
Aiming at the problem of fixed constraints and slow speed in conventional scheduling of microgrids with photovoltaic access,this paper proposes optimization of scheduling of microgrids with photovoltaic access based on gradient boosting decision trees.By setting multi-level objective functions,constructing an optimization model,and implementing scheduling optimization through adaptive correction processing.The test results show that compared with traditional optimization methods,the gradient boosting decision tree designed this time,which includes photovoltaic access to microgrid scheduling optimization method,has a relatively high average optimization ratio of grid scheduling frequency and strong targeting.In different backgrounds,the optimization effect on microgrid scheduling is significantly improved,with strong targeting and stability.
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维普
