Day-ahead robust optimal dispatch of integrated energy station considering battery exchange service

•An integrated energy station considering battery exchange service is conceived.•An integrated modeling method of electric vehicle exchange station is proposed.•An approach which embeds the charging priority into optimization model is proposed.•A two-stage adjustable robust optimization method is used to deal with uncertainties.