Google Scholar profile

Preprints

B. Flamm, A. Eichler, J. Warrington, J. Lygeros, Two-Stage Dual Dynamic Programming with Application to Nonlinear Hydro Scheduling, Feb 2019. Available on arXiv.

P. Beuchat, J. Warrington, J. Lygeros, Accelerated point-wise maximum approach to approximate dynamic programming, Jan 2019. Available on arXiv.

J. Warrington, Learning continuous Q-functions using generalized Benders cuts, Nov 2018. To appear at the European Control Conference in Naples, Italy, June 2019. Available on arXiv.

M. Hohmann, J. Warrington, J. Lygeros, A moment and sum-of-squares extension of dual dynamic programming with application to nonlinear energy storage problems, July 2018. To appear in European Journal of Operational Research. Available on arXiv.

J. Warrington, P. Beuchat, J. Lygeros, Generalized dual dynamic programming for infinite horizon problems in continuous state and action spaces, Nov 2017, rev. Sep 2018. To appear in IEEE Transactions on Automatic Control, Dec 2019. Available on arXiv.

Journal publications

J. Warrington, D. Ruchti, Two-stage stochastic approximation for dynamic rebalancing of shared mobility systems, Transportation Research Part C: Emerging Technologies, vol. 104, pp. 110-134, 2019. Available on arXiv. Publisher link

M. Hohmann, J. Warrington, J. Lygeros, Optimal linearizations of power systems with uncertain supply and demand, IEEE Transactions on Power Systems, vol 34, no. 2, pp. 1504-1512, 2019. Available on arXiv. Publisher link

M. Hohmann, J. Warrington, J. Lygeros, A two-stage polynomial approach to stochastic optimization of district heating networks Sustainable Energy, Grids and Networks (SEGAN), vol. 17, 2019. Available on arXiv. Publisher link

J. Warrington, D. Drew, J. Lygeros, Low-dimensional space- and time-coupled power system control policies driven by high-dimensional ensemble weather forecasts, IEEE Control Systems Letters, vol. 2, no. 1, pp. 1-6, 2018. Publisher link

J. Warrington, C. Hohl, P. J. Goulart, M. Morari, Rolling unit commitment and dispatch with multi-stage recourse policies for heterogeneous devices, IEEE Transactions on Power Systems, vol. 31, no. 1, pp. 187-197, 2016. Publisher link

P. Beuchat, J. Warrington, T. H. Summers, M. Morari, Performance bounds for look-ahead power system dispatch using generalized multi-stage policies, IEEE Transactions on Power Systems, vol. 31, no. 1, pp. 474-484, 2016. Publisher link

T. H. Summers, J. Warrington, M. Morari, J. Lygeros, Stochastic optimal power flow based on conditional value at risk and distributional robustness, International Journal of Electrical Power and Energy Systems, vol. 72, pp. 116-125, 2015. Publisher link

J. Pfrommer, J. Warrington, G. Schildbach, M. Morari, Dynamic vehicle redistribution and online price incentives in shared mobility systems, IEEE Transactions on Intelligent Transportation Systems, vol. 15, no. 4, pp. 1567-1578, 2014. Publisher link

J. Warrington, P. J. Goulart, S. Mariéthoz, M. Morari, Policy-based reserves for power systems, IEEE Transactions on Power Systems, vol. 28, no. 4, pp. 4427-4437, 2013. Publisher link

Conference publications

S. Zou, J. Warrington, J. Lygeros, Game-theoretic robust energy coordination for a neighbourhood of smart homes, to appear at the European Control Conference, Naples, Italy, June 2019.

B. Flamm, A. Eichler, J. Warrington, J. Lygeros, Dual Dynamic Programming for Nonlinear Control Problems over Long Horizons, European Control Conference, Limassol, Cyprus, June 2018.

P. Beuchat, J. Warrington, J. Lygeros, Pointwise maximum approach to approximate dynamic programming, IEEE Conference on Decision and Control, Melbourne, Australia, December 2017

A. Hauswirth, T. H. Summers, J. Warrington, J. Lygeros, A. Kettner, A. Brenzikofer, A Modular AC Optimal Power Flow Implementation for Distribution Grid Planning, IEEE Powertech, Power System Technology, Eindhoven, Netherlands, July 2015

O. Mäkelä, J. Warrington, M. Morari, G. Andersson, Optimal Transmission Line Switching for Large-Scale Power Systems using the Alternating Direction Method of Multipliers, Power Systems Computation Conference, Wroclaw, Poland, August 2014

T.H. Summers, J. Warrington, M. Morari, J. Lygeros, Stochastic optimal power flow based on convex approximations of chance constraints, Power Systems Computation Conference, Wroclaw, Poland, August 2014

J. Warrington, C. Hohl, P. J. Goulart, M. Morari, Optimal unit commitment accounting for robust affine reserve policies, American Control Conference, Portland, Oregon, USA, pp. 5049-5055, June 2014

C. Ruch, J. Warrington, M. Morari, Rule-based price control for bike sharing systems, European Control Conference, Strasbourg, France, pp. 708-713, June 2014

M. Schmitt, R. Vujanic, J. Warrington, M. Morari, An approach for Model Predictive Control of mixed integer-input linear systems based on convex relaxations, IEEE Conference on Decision and Control, Florence, Italy, December 2013

R. Vujanic, M. Schmitt, J. Warrington, M. Morari, Extending Affine Control Policies to Hybrid Systems: Robust Control of a DC-DC Buck Converter, European Control Conference, Zurich, Switzerland, July 2013

J. Warrington, S. Mariéthoz, M. Morari, Time-sequence reserve products for electricity markets, International Conference on the European Energy Market, Stockholm, Sweden, May 2013

J. Warrington, P. J. Goulart, S. Mariéthoz, M. Morari, Robust reserve operation in power systems using affine policies, IEEE Conference on Decision and Control, Maui, HI, USA, pp. 1111-1117, December 2012

J. Warrington, P. J. Goulart, S. Mariéthoz, M. Morari, A market mechanism for solving multi-period optimal power flow exactly on AC networks with mixed participants, American Control Conference, Montreal, Canada, pp. 3101-3107, June 2012

G. Webber, J. Warrington, S. Mariéthoz, M. Morari, Communication limitations in iterative real time pricing for power systems, IEEE International Conference on Smart Grid Communications, Brussels, Belgium, October 2011

J. Warrington, S. Mariéthoz, M. Morari, Negotiated Predictive Dispatch: Receding Horizon Nodal Electricity Pricing for Wind Integration, International Conference on the European Energy Market, Zagreb, Croatia, May 2011

J. Warrington, S. Mariéthoz, C.N. Jones, M. Morari, Predictive power dispatch through negotiated locational pricing, IEEE PES Innovative Smart Grid Technologies Europe, Gothenburg, Sweden, October 2010

T. Logan, J. Warrington, S. Shao, R. McMahon, Practical deployment of the Brushless Doubly-Fed Machine in a medium scale wind turbine, International Conference on Power Electronics and Drive Systems, Taipei, Taiwan, November 2009

Theses

J. Warrington, Robust and Distributed Approaches to Power System Optimization, PhD thesis written at ETH Zurich, supervised by Prof Manfred Morari, December 2013

J. Warrington, Active Climate Control, MEng thesis written at Cambridge University, supervised by Prof Malcolm Smith, June 2008

Talks (excluding talks associated with conference papers above)

Two-stage stochastic approximation for dynamic rebalancing of shared mobility systems, Simons Institute for the Theory of Computing, UC Berkeley, CA, USA, June 2019.

Two-stage stochastic approximation for dynamic rebalancing of shared mobility systems, Automatic Control Lab Seminar, ETH Zurich, Switzerland, December 2018.

Generalized Benders Cuts for Infinite Horizon Control Problems, CDS Group, Caltech, California, USA, May 2018

Generalized Benders Cuts for Infinite Horizon Control Problems, University of Texas at Dallas, Texas, USA, April 2018

Generalized Benders Cuts for Infinite Horizon Control Problems, Simons Institute for the Theory of Computing, UC Berkeley, California, USA, April 2018

Operation of Power Systems against High-Dimensional Weather Forecasts, National Renewable Energy Laboratory, Golden, Colorado, USA, April 2018

Generalized Dual Dynamic Programming, Automatic Control Lab Seminar, ETH Zurich, Switzerland, August 2017

Power system control policies driven by high-dimensional ensemble weather forecasts, Control Seminar Series, Oxford University, UK, March 2017

Multi-stage reserve policies for large-scale power systems, IFORS: Conference of the International Federation of Operational Research Societies, Barcelona, Spain, July 2014.

Multi-stage reserve policies for power systems, Energy and Stochastics Seminar, Danish Technical University, Copenhagen, October 2013

Policy-based reserves for power systems, Austomatic Control Lab Seminar, ETH Zurich, November 2012

A receding horizon approach to short term electricity markets, HYCON2 Workshop on Energy, Brussels, Belgium, September 2012

Harnessing evolving forecasts in intraday electricity markets, EECS Department, University of California at Berkeley, California, USA, June 2012

A receding-horizon approach to short-term electricity markets, Computational Management Science, Imperial College, London, UK, April 2012

An exact market mechanism for multi-period AC optimal power flow, IfA Internal Seminar Series, Zurich, October 2011

Predictive electricity dispatch through negotiated locational pricing, Control and Dynamical Systems Group, California Institute of Technology, October 2010

Predictive electricity dispatch through negotiated locational pricing, EECS Department, University of California at Berkeley, October 2010