The Delhi High Court on Tuesday dismissed a plea filed by Delhi Chief Minister Arvind Kejriwal challenging his arrest by the Enforcement Directorate (ED) in connection with the Delhi Excise Policy case, as well as the remand order passed by the trial court sending him to ED custody.