no code implementations • 15 Sep 2020 • Felix Bünning, Joseph Warrington, Philipp Heer, Roy S. Smith, John Lygeros
By combining a control scheme based on Robust Model Predictive Control, with affine policies, and heating demand forecasting based on Artificial Neural Networks with online correction methods, we offer frequency regulation reserves and maintain user comfort with a system comprising a heat pump and buffer storage.
no code implementations • L4DC 2020 • Sandeep Menta, Joseph Warrington, John Lygeros, Manfred Morari
Hybrid control problems are complicated by the need to make a suitable sequence of discrete decisions related to future modes of operation of the system.
1 code implementation • 3 Oct 2018 • Joseph Warrington, Dominik Ruchti
Mobility systems featuring shared vehicles are often unable to serve all potential customers, as the distribution of demand does not coincide with the positions of vehicles at any given time.
Optimization and Control