Search Results - "Maciejowski, Jan"

A cost–benefit analysis of the COVID-19 disease by Rowthorn, Robert, Maciejowski, Jan

“…Abstract The British government has been debating how to escape from the lockdown without provoking a resurgence of the COVID-19 disease. There is a growing…”
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On Particle Methods for Parameter Estimation in State-Space Models by Kantas, Nikolas, Doucet, Arnaud, Singh, Sumeetpal S., Maciejowski, Jan, Chopin, Nicolas

“…Nonlinear non-Gaussian state-space models are ubiquitous in statistics, econometrics, information engineering and signal processing. Particle methods, also…”
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Predictive Control Using an FPGA With Application to Aircraft Control by Hartley, Edward Nicholas, Jerez, Juan Luis, Suardi, Andrea, Maciejowski, Jan M., Kerrigan, Eric C., Constantinides, George A.

“…Alternative and more efficient computational methods can extend the applicability of model predictive control (MPC) to systems with tight real-time…”
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Optimization over state feedback policies for robust control with constraints by Goulart, Paul J., Kerrigan, Eric C., Maciejowski, Jan M.

“…This paper is concerned with the optimal control of linear discrete-time systems subject to unknown but bounded state disturbances and mixed polytopic…”
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Terminal spacecraft rendezvous and capture with LASSO model predictive control by Hartley, Edward N., Gallieri, Marco, Maciejowski, Jan M.

“…The recently investigated ℓ asso model predictive control (MPC) is applied to the terminal phase of a spacecraft rendezvous and capture mission. The…”
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Fault Tolerant Control Using Gaussian Processes and Model Predictive Control by Yang, Xiaoke, Maciejowski, Jan M.

“…Essential ingredients for fault-tolerant control are the ability to represent system behaviour following the occurrence of a fault, and the ability to exploit…”
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Model predictive control system design and implementation for spacecraft rendezvous by Hartley, Edward N., Trodden, Paul A., Richards, Arthur G., Maciejowski, Jan M.

“…This paper presents the design and implementation of a model predictive control (MPC) system to guide and control a chasing spacecraft during rendezvous with a…”
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Economic Equivalence of Economic Model Predictive Control and Hierarchical Control Schemes by Olanrewaju, Olumuyiwa I, Maciejowski, Jan M

“…The traditional approach to optimal economic operation of industrial processes has been the use of a hierarchically structured control system. This…”
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Robust variable horizon MPC with move blocking by Shekhar, Rohan C., Maciejowski, Jan M.

“…This paper introduces a new formulation of variable horizon model predictive control (VH-MPC) that utilises move blocking for reducing computational…”
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Implications of discretization on dissipativity and economic model predictive control by Olanrewaju, Olumuyiwa I., Maciejowski, Jan M.

“…•Loss of dissipativity of continuous-time optimal control problems when discretized.•Output of optimizer not necessarily true solution when cost function is…”
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Covariance Analysis of LAV Robust Dynamic State Estimation in Power Systems by Sun, Lu, Chen, Tengpeng, Ho, Weng Khuen, Ling, Keck Voon, Maciejowski, Jan M.

“…In power system state estimation, the robust least absolute value robust dynamic estimator is well known. However, the covariance of the state estimation error…”
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Field programmable gate array based predictive control system for spacecraft rendezvous in elliptical orbits by Hartley, Edward N., Maciejowski, Jan M.

“…Summary A field programmable gate array (FPGA) based model predictive controller for two phases of spacecraft rendezvous is presented. Linear time‐varying…”
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Reconfigurable predictive control for redundantly actuated systems with parameterised input constraints by Hartley, Edward N., Maciejowski, Jan M.

“…A method is proposed for on-line reconfiguration of the terminal constraint used to provide theoretical nominal stability guarantees in linear model predictive…”
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Stochastic Optimization on Continuous Domains With Finite-Time Guarantees by Markov Chain Monte Carlo Methods by Lecchini-Visintini, Andrea, Lygeros, John, Maciejowski, Jan M

“…We introduce bounds on the finite-time performance of Markov chain Monte Carlo (MCMC) algorithms in solving global stochastic optimization problems defined…”
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Monte Carlo Optimization for Conflict Resolution in Air Traffic Control by Visintini, A.L., Glover, W., Lygeros, J., Maciejowski, J.

“…The safety of flights, and, in particular, separation assurance, is one of the main tasks of air traffic control (ATC). Conflict resolution refers to the…”
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Optimal switching control of burner setting for a compact marine boiler design by Solberg, Brian, Andersen, Palle, Maciejowski, Jan M., Stoustrup, Jakob

“…This paper discusses optimal control strategies for switching between different burner modes in a novel compact marine boiler design. The ideal behaviour is…”
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A Generic Method to Model CO2 Emission Performances of Combined‐Cycle Power Plants for Environmental Unit Commitment by Rigo‐Mariani, Rémy, Ling, Keck Voon, Maciejowski, Jan M.

“…This paper proposes a generic methodology for combined‐cycle gas turbine modeling. The main objectives are the estimation of the CO2 emissions for specific…”
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Self-triggered MPC with performance guarantee using relaxed dynamic programming by Lu, Liang, Maciejowski, Jan M.

“…This paper presents a self-triggered MPC controller design strategy for linear systems with state and input constraints. Based on the so-called relaxed dynamic…”
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Distributed Moving Horizon Estimation for power systems by Tengpeng Chen, Dexiang Zhou, Tri Tran, Kastner, Catharine, Ling, K.-V, Tseng, K.-J, Maciejowski, Jan M.

“…We adapt and apply a known algorithm for Distributed Moving Horizon Estimation (DMHE) to power systems. In this distributed approach, the power system is…”
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Robust Self-triggered MPC for Constrained Linear Systems with Additive Disturbance by Lu, Liang, Maciejowski, Jan M.

“…This paper presents a robust self-triggered MPC controller design strategy for constrained linear systems with persistent bounded additive disturbance. Based…”
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