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181
Model predictive control for comfort optimization in assisted and driverless vehicles
Published 2020-11-01“…This paper presents a method to design a Model Predictive Control to maximize the passengers’ comfort in assisted and self-driving vehicles by achieving lateral and longitudinal dynamic. …”
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182
An Edge-Based Architecture for Offloading Model Predictive Control for UAVs
Published 2022-08-01Subjects: Get full text
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183
The Robust Model Predictive Control Design for Linear Interconnected Systems
Published 2023-07-01“…In this paper, we discuss the design of robust model predictive control for linear interconnected systems by several constraints. …”
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184
Design and verification of model predictive control for micro-turboshaft engine
Published 2019-12-01“…In this article, a nonlinear model predictive control algorithm for a micro-turboshaft engine is designed. …”
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185
An Adaptive Model Predictive Control System for Virtual Coupling in Metros
Published 2021-08-01Subjects: Get full text
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186
Decentralized Mesh-Based Model Predictive Control for Swarms of UAVs
Published 2020-08-01“…In the presence of obstacles, this technique is combined with a model predictive control (MPC) that allows forming independent sub-swarms optimizing the formation spreading to avoid obstacles and collisions between neighboring vehicles. …”
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187
Statistical Machine Learning in Model Predictive Control of Nonlinear Processes
Published 2021-08-01Subjects: Get full text
Article -
188
Responsive Economic Model Predictive Control for Next-Generation Manufacturing
Published 2020-02-01Subjects: “…economic model predictive control…”
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189
Analysis of model predictive control in numbered-up modular facilities
Published 2023-06-01Subjects: Get full text
Article -
190
Model Predictive Control to Autonomously Approach a Failed Spacecraft
Published 2018-01-01“…In this study, a model predictive control (MPC) method is developed for a servicer spacecraft autonomously approaching a tumbling failed spacecraft at an ultraclose range. …”
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191
Model predictive control based integration of pricing and production planning
Published 2024-01-01Subjects: Get full text
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192
Hard Constraints Explicit Model Predictive Control of an Inverted Pendulum
Published 2010-06-01Subjects: “…explicit model predictive control…”
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Article -
193
Optimal reservoir operation using stochastic model predictive control
Published 2016Get full text
Thesis -
194
Fast stochastic model predictive control under parametric uncertainties
Published 2022Get full text
Thesis -
195
Reactive planar nonprehensile manipulation with hybrid model predictive control
Published 2022“…We show that a model predictive control approach used in tandem with integer programming offers a powerful solution to capture the dynamic constraints associated with the friction cone as well as the hybrid nature of contact. …”
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196
On the Sample Complexity of Imitation Learning for Smoothed Model Predictive Control
Published 2024“…We show how such a smoothed expert can be designed for a general class of systems using a log-barrier-based relaxation of a standard Model Predictive Control (MPC) optimization problem. Our principal theoretical contributions include (1) demonstrating that the Jacobian of the barrier MPC controller can be written as a convex combination of pieces arising from the explicit MPC formulation, (2) bounding the Hessian of the barrier MPC as a function of the strength of the barrier function, and (3) presenting new results in both matrix and convex analysis for computing perturbed adjugate matrices and a tight (up to constant) lower bound on the distance of a solution with a self-concordant-barrier to the constraint set. …”
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Thesis -
197
Economic Nonlinear Model Predictive Control of Continuous Viral Bioreactors
Published 2024“…Economic nonlinear model predictive control is also demonstrated to robustly control the bioreactor under plant-model mismatch in different scenarios.…”
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198
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199
A simulation study on model predictive control for building automation
Published 2020“…The focus of this study is on a different kind of control system called Model Predictive Control (MPC). This study aims to investigate the benefits of using MPC compared to conventional controllers, particularly the PID controller, such benefits include not only energy savings but also increased thermal comfort. …”
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Final Year Project (FYP) -
200
Model predictive control for spacecraft rendezvous and docking with uncooperative targets
Published 2020“…In our approach, we employ Model Predictive Control (MPC) paradigm that generates a set of control inputs and the resulting predicted states to optimize performance objectives while respecting the dynamic and physical constraints. …”
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Thesis-Doctor of Philosophy