Changfu Zou
Visar 58 publikationer
Nonlinear Model Inversion-Based Output Tracking Control for Battery Fast Charging
Optimization-free fast charging for lithium-ion batteries using model inversion techniques
Ensemble Nonlinear Model Predictive Control for Residential Solar Battery Energy Management
Analysis of Potential Lifetime Extension Through Dynamic Battery Reconfiguration
Vehicle-to-Grid Optimization Considering Battery Aging
Early prediction of battery life by learning from both time-series and histogram data
State of Power Prediction for Battery Systems with Parallel-Connected Units
A PDE Model Simplification Framework for All-Solid-State Batteries
Analysis and Estimation of the Maximum Switch Current during Battery System Reconfiguration
Sensitivity Analysis of the Battery System State of Power
Combining offline and online machine learning to estimate state of health of lithium-ion batteries
Control-Oriented Modeling of All-Solid-State Batteries Using Physics-Based Equivalent Circuits
Offline and Online Blended Machine Learning for Lithium-Ion Battery Health State Estimation
Model Order Reduction Techniques for Physics-Based Lithium-ion Battery Management: A Survey
Fast Charging Control of Lithium-Ion Batteries: Effects of Input, Model, and Parameter Uncertainties
Active Balancing of Lithium-Ion Batteries Using Graph Theory and A-Star Search Algorithm
Electrochemical Model-Based Fast Charging: Physical Constraint-Triggered PI Control
Run-to-Run Control for Active Balancing of Lithium Iron Phosphate Battery Packs
Cell Balancing Control for Lithium-Ion Battery Packs: A Hierarchical Optimal Approach
Novel Mesoscale Electrothermal Modeling for Lithium-Ion Batteries
Next-Generation Battery Management Systems: Dynamic Reconfiguration
Near-Fastest Battery Balancing by Cell/Module Reconfiguration
Dynamic modeling and coordinate control for an engine-generator set
Predicting battery aging trajectory via a migrated aging model and Bayesian Monte Carlo method
Load-responsive model switching estimation for state of charge of lithium-ion batteries
Model-based state of charge estimation algorithms under various current patterns
Advanced Vehicle State Monitoring: Evaluating Moving Horizon Estimators and Unscented Kalman Filter
Random forest regression for online capacity estimation of lithium-ion batteries
Real-time monitoring of capacity loss for vanadium redox flow battery
Model Predictive Control for Lithium-Ion Battery Optimal Charging
Charging pattern optimization for lithium-ion batteries with an electrothermal-aging model
Electrochemical estimation and control for lithium-ion battery health-aware fast charging
A fast estimation algorithm for lithium-ion battery state of health
Technological Developments in Batteries: A Survey of Principal Roles, Types, and Management Needs
Multi-time-scale observer design for state-of-charge and state-of-health of a lithium-ion battery
A framework for simplification of PDE-based lithium-ion battery models
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Visar 17 forskningsprojekt
Prediktivt underhåll av e-powertrain med hjälp av fysikinformerad inlärning
Integrering av förstärkningsinlärning och prediktiv styrning för energihantering i smarta hem
Användarbeteendeinformerad styrteknik för integrering av fordon-hem-kraftnät
Användarbeteende informerad inlärning och intelligent kontroll för laddning av fordonsbatterier
Elektrokemisk modellparameteridentifiering för hälsomedveten batterihantering
AI-cloud-based Vehicle Management Strategies for Electrified Vehicles
Litiumjonbatterikontroll för snabbare laddning och längre livslängd
Datadriven prediktion av batteriåldring
Energioptimering och styrning av autonoma elektriska fordon
Batteristyrning via adaptiv modellering och prediktiv reglering
BattVolt - Batteristyrning med dynamisk konfigurering och styrbar utspänning
Dynamic reconfiguration of vehicle battery systems
Optimerad användning av batterier i fordon genom multinivå-modellering
Effektivare och skonsammare användning av litiumjonbatterier genom adaptiv modellering