Adaptive Robust Optimal Scheduling of Combined Heat and Power Microgrids Based on Photovoltaic Mechanism/Data Fusion-Driven Power Prediction

Energies, Journal Year: 2025, Volume and Issue: 18(3), P. 732 - 732

Published: Feb. 5, 2025

In order to effectively deal with the adverse effects of randomness photovoltaic output on operation combined heat and power (CHP) microgrids, this paper proposes an adaptive robust optimal scheduling strategy for CHP microgrids based mechanism/data fusion-driven prediction. Firstly, mechanism clear sky radiation model is used calculate limit random output, latter reorganized in different periods by using idea similar days. Then, data-driven prediction results are superimposed established, framework provided. Secondly, boundary information uncertain factors deeply explored, uncertainty set considering confidence interval predictive error statistical constructed. On basis, a optimization lowest operating cost proposed, solved column constraint generation algorithm. Finally, rationality effectiveness proposed verified through simulation examples analytical calculations.

Language: Английский

Effect of electrical operating conditions on thermal behavior of PV modules: Numerical and experimental analysis

Solar Energy Materials and Solar Cells, Journal Year: 2025, Volume and Issue: 287, P. 113625 - 113625

Published: April 8, 2025

Language: Английский