H
Hicham Chaoui
Researcher at Carleton University
Publications - 171
Citations - 3122
Hicham Chaoui is an academic researcher from Carleton University. The author has contributed to research in topics: Adaptive control & Control theory. The author has an hindex of 25, co-authored 140 publications receiving 2130 citations. Previous affiliations of Hicham Chaoui include École Polytechnique de Montréal & Université du Québec à Trois-Rivières.
Papers
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State of Charge and State of Health Estimation for Lithium Batteries Using Recurrent Neural Networks
TL;DR: A nonlinear autoregressive with exogenous inputs (NARX) architecture of the DDRN is designed for both state of charge (SOC) and state of health (SOH) estimation.
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Adaptive Fuzzy Logic Control of Permanent Magnet Synchronous Machines With Nonlinear Friction
Hicham Chaoui,Pierre Sicard +1 more
TL;DR: The adaptive fuzzy systems inherent parallelism makes them a good candidate for implementation in real-time PMSM drive systems, and the system's convergence and stability are proved by Lyapunov stability theory, which yields an improved performance.
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Lyapunov-Based Adaptive State of Charge and State of Health Estimation for Lithium-Ion Batteries
TL;DR: This paper presents an adaptive state of charge (SOC) and state of health (SOH) estimation technique for lithium-ion batteries that estimates online parameters of the battery model using a Lyapunov-based adaptation law.
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ANN-Based Adaptive Control of Robotic Manipulators With Friction and Joint Elasticity
TL;DR: Simulation results highlight the performance of the controller to compensate the nonlinear friction terms, particularly Coulomb friction, and flexibility, and its robustness to the load and drive motor inertia parameter changes.
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State-of-Charge and State-of-Health Lithium-Ion Batteries’ Diagnosis According to Surface Temperature Variation
TL;DR: The hybrid approach uses an adaptive observer to estimate the SOH while an extended Kalman filter is used to predict the SOC to highlight the effectiveness of the approach in estimating SOC and SOH for different aging conditions.