The Rump Parliament had been sent away in April 1653 by soldiers led by Oliver Cromwell . The Rump Parliament had been forcibly dissolved in April 1653 by soldiers led by Oliver Cromwell , prompted by the perceived ineffectiveness of its rule and its refusal to dissolve itself .