A multi-input and dual-output wind speed interval forecasting system based on constrained multi-objective optimization problem and model averaging

[Display omitted] •A multi-input dual-output neural network is constructed to obtain the best interval.•Two constrained bi-objective optimization problems are established and solved.•An algorithm specifically solving constrained multi-objective problem is employed.•Coverage constraint is introduced...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Energy conversion and management Jg. 319; S. 118909
Hauptverfasser:	Lv, Mengzheng, Wang, Jianzhou, Wang, Shuai, Zhao, Yang, Gao, Jialu, Wang, Kang
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.11.2024
Schlagworte:	Constrained multi-objective optimization problem Dual-output neural network Lower and upper bound estimation Model averaging Wind speed interval forecasting Dual-output neural network Constrained multi-objective optimization problem Lower and upper bound estimation Wind speed interval forecasting Model averaging
ISSN:	0196-8904
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!