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Model Predictive Control for the Energy-Saving Operation of the Thermal Management System in Electric Vehicles

https://doi.org/10.2139/ssrn.4692125
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s12206-021-0644-7openalex-extracted
Machine learning-based personal thermal comfort model for electric vehicles with local infrared radiant warmers
inferredcites →https://doi.org/10.1016/j.apenergy.2019.01.183openalex-extracted
Fast and accurate district heating and cooling energy demand and load calculations using reduced-order modelling
inferredcites →https://doi.org/10.1016/j.apenergy.2020.114640openalex-extracted
Self-adapting J-type air-based battery thermal management system via model predictive control
inferredcites →https://doi.org/10.1016/j.apenergy.2022.119318openalex-extracted
Deep learning-based scheduling of virtual energy hubs with plug-in hybrid compressed natural gas-electric vehicles
inferredcites →https://doi.org/10.1016/j.apenergy.2023.120974openalex-extracted
Emissions of electric vehicles in California’s transition to carbon neutrality
inferredcites →https://doi.org/10.1016/j.applthermaleng.2014.03.055openalex-extracted
Review of modeling methods for HVAC systems
inferredcites →https://doi.org/10.1016/j.applthermaleng.2016.12.143openalex-extracted
Investigation on an improved heat pump AC system with the view of return air utilization and anti-fogging for electric vehicles
inferredcites →https://doi.org/10.1016/j.applthermaleng.2019.113972openalex-extracted
Coupling ε-NTU method for thermal design of heat exchanger in cabinet cooling system
inferredcites →https://doi.org/10.1016/j.applthermaleng.2020.116039openalex-extracted
Experimental investigation on the heating performance of a CO2 heat pump system with intermediate cooling for electric vehicles
inferredcites →https://doi.org/10.1016/j.applthermaleng.2020.116084openalex-extracted
An improved intelligent model predictive controller for cooling system of electric vehicle
inferredcites →https://doi.org/10.1016/j.applthermaleng.2021.117324openalex-extracted
Dynamic modeling of solar-assisted ground source heat pump using Modelica
inferredcites →https://doi.org/10.1016/j.applthermaleng.2022.119196openalex-extracted
Experimental study of propane heat pump system with secondary loop and vapor injection for electric vehicle application in cold climate
inferredcites →https://doi.org/10.1016/j.applthermaleng.2023.120339openalex-extracted
Evaluation of energy-saving potential and cabin thermal comfort for automobile CO2 heat pump
inferredcites →https://doi.org/10.1016/j.ecmx.2023.100474openalex-extracted
A methodology for indoor testing of solar radiation impact on vehicle cabin temperature
inferredcites →https://doi.org/10.1016/j.enconman.2020.113306openalex-extracted
Performance improvement of heat pumps using novel microchannel heat exchangers with plain-louver fins during periodic frosting and defrosting cycles in electric vehicles
inferredcites →https://doi.org/10.1016/j.enconman.2021.114145openalex-extracted
A novel electric vehicle thermal management system based on cooling and heating of batteries by refrigerant
inferredcites →https://doi.org/10.1016/j.enconman.2021.115022openalex-extracted
Predictive energy management for plug-in hybrid electric vehicles considering electric motor thermal dynamics
inferredcites →https://doi.org/10.1016/j.energy.2015.07.016openalex-extracted
Transient thermal model of passenger car's cabin and implementation to saturation cycle with alternative working fluids
inferredcites →https://doi.org/10.1016/j.energy.2021.120542openalex-extracted
Deep learning-based prediction method on performance change of air source heat pump system under frosting conditions
inferredcites →https://doi.org/10.1016/j.energy.2021.122571openalex-extracted
Battery thermal management of intelligent-connected electric vehicles at low temperature based on NMPC
inferredcites →https://doi.org/10.1016/j.energy.2022.124178openalex-extracted
Experimental study on preheating thermal management system for lithium-ion battery based on U-shaped micro heat pipe array
inferredcites →https://doi.org/10.1016/j.energy.2022.125093openalex-extracted
An optimized relevant long short-term memory-squared gain extended Kalman filter for the state of charge estimation of lithium-ion batteries
inferredcites →https://doi.org/10.1016/j.energy.2023.127583openalex-extracted
A real time multi-objective optimization Guided-MPC strategy for power-split hybrid electric bus based on velocity prediction
inferredcites →https://doi.org/10.1016/j.est.2022.104318openalex-extracted
Design and analysis of electric vehicle thermal management system based on refrigerant-direct cooling and heating batteries
inferredcites →https://doi.org/10.1016/j.ijheatmasstransfer.2019.01.109openalex-extracted
Simulation on cooling performance characteristics of a refrigerant-cooled active thermal management system for lithium ion batteries
inferredcites →https://doi.org/10.1016/j.ijrefrig.2019.03.018openalex-extracted
Energy-saving effect of utilizing recirculated air in electric vehicle air conditioning system
inferredcites →https://doi.org/10.1016/j.ijrefrig.2021.08.022openalex-extracted
A study of a low pressure ratio vapor injection scroll compressor for electric vehicles under low ambient conditions
inferredcites →https://doi.org/10.1016/j.ijrefrig.2022.03.028openalex-extracted
Research on efficient defrosting control logic for transcritical CO2 electric vehicle heat pump air-conditioning system
inferredcites →https://doi.org/10.1016/j.ijrefrig.2022.12.015openalex-extracted
Comprehensive study on EEVs regulation characteristics of vapor-injection CO2 heat pump for electric vehicles
inferredcites →https://doi.org/10.1016/j.rico.2022.100168openalex-extracted
Distance to empty soft sensor for ford escape electric vehicle
inferredcites →https://doi.org/10.1016/j.rineng.2022.100735openalex-extracted
A novel CO2 thermal management system with battery two-phase (evaporative) cooling for electric vehicles
inferredcites →https://doi.org/10.1109/jiot.2022.3145849openalex-extracted
Real-Time Battery Thermal Management for Electric Vehicles Based on Deep Reinforcement Learning
inferredcites →https://doi.org/10.1109/tcst.2019.2923792openalex-extracted
Cabin and Battery Thermal Management of Connected and Automated HEVs for Improved Energy Efficiency Using Hierarchical Model Predictive Control
inferredcites →https://doi.org/10.1109/tpwrs.2022.3156867openalex-extracted
A Control Framework to Enable a Commercial Building HVAC System for Energy and Regulation Market Signal Tracking
inferredcites →https://doi.org/10.1109/tte.2019.2915689openalex-extracted
A State Machine Control Based on Equivalent Consumption Minimization for Fuel Cell/ Supercapacitor Hybrid Tramway
inferredcites →https://doi.org/10.1109/tvt.2017.2678921openalex-extracted
Thermal Management in Plug-In Hybrid Electric Vehicles: A Real-Time Nonlinear Model Predictive Control Implementation
inferredcites →https://doi.org/10.1109/tvt.2020.3032989openalex-extracted
An MPC-Based Control Strategy for Electric Vehicle Battery Cooling Considering Energy Saving and Battery Lifespan
inferredcites →https://doi.org/10.1109/tvt.2021.3054170openalex-extracted
Non-Linear Model Predictive Control of Cabin Temperature and Air Quality in Fully Electric Vehicles
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