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Journal ArticleDOI

Real-Time Control of a Full Scale Li-ion Battery and Li-ion Capacitor Hybrid Energy Storage System for a Plug-in Hybrid Vehicle

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TLDR
In this article, a semi-active hybrid energy storage system, consisting of a Li-ion battery pack, dc/dc converter, and Li ion capacitor pack was developed for a range extended plug-in vehicle.
Abstract
A semi-active hybrid energy storage system, consisting of a Li-ion battery pack, dc/dc converter, and Li-ion capacitor pack was developed for a range extended plug-in vehicle. The vehicle has a series-parallel drivetrain with two electric motors, a gas engine, gearbox, and a clutch to allow the engine to run decoupled from the gearbox in range extending mode. The peak dc electrical requirement of the electric drivetrain is about 175 kW, which is similar to the peak power capability of the developed hybrid energy storage system. A model of the prototype hybrid energy storage system, which has the Li-ion capacitor pack connected directly to the motor drive's dc bus and the battery pack connected to the Li-ion capacitor pack via a dc/dc converter, is developed and used to determine the optimal power split between the battery and Li-ion capacitor packs and for tuning the developed real-time control system. The real-time control system is shown through modeling and experimental testing of the full scale hybrid energy storage systems to reduce battery pack losses, increase vehicle range, and to have performance approaching that of the optimal control solution as calculated via dynamic programming.

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Citations
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Journal ArticleDOI

Electric Vehicle Powertrain and Fuzzy Control Multi-Objective Optimization, Considering Dual Hybrid Energy Storage Systems

TL;DR: A novel two HESS system is proposed, in which each HESS is in charge of one of the drivetrain configurations (front and rear system), which was able to improve the driving range and decrease the HESS mass.
Proceedings ArticleDOI

Comparison of IGBT and SiC Inverter Loss for 400V and 800V DC Bus Electric Vehicle Drivetrains

TL;DR: In this article, the authors investigated the efficiency benefits achieved by using an 800V dc bus voltage and wideband gap SiC carbide devices rather than a conventional IGBT inverter and a 400 V dc bus.
Journal ArticleDOI

Online Energy Management Strategy for Fuel Cell Hybrid Electric Vehicles With Installed PV on Roof

TL;DR: A classification of the vehicle's various movement conditions, separation of battery state of charge, and ultracapacitor voltage discharge ratio regions based on combined efficiency is presented, and fuel cell power is classified based on efficiency to run the operational mode control strategy.
Journal ArticleDOI

Energy Management Strategy and Optimal Sizing for Hybrid Energy Storage Systems Using an Evolutionary Algorithm

TL;DR: In this article , an improved model is employed in adaptive predictive model control (AMPC), and in order to minimize the cost of supercapacitors and the capacity degradation of batteries at the same time, the multiple objective optimization problems are solved by Multi-objective Evolutionary Algorithm based on Decomposition (MOEA/D).
Journal ArticleDOI

A Standalone Energy Management System of Battery/Supercapacitor Hybrid Energy Storage System for Electric Vehicles Using Model Predictive Control

TL;DR: In this article , a standalone model predictive control (MPC) based energy management strategy (EMS) is proposed for the hybrid energy storage system in electric vehicles, which does not require any knowledge of vehicle speed or future demands, so it can be implemented as a standalone system without interfacing with the motor drive system.
References
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Journal ArticleDOI

A New Battery/UltraCapacitor Hybrid Energy Storage System for Electric, Hybrid, and Plug-In Hybrid Electric Vehicles

TL;DR: In this article, a battery/ultracapacitor hybrid energy storage system (HESS) is proposed for electric drive vehicles including electric, hybrid electric, and plug-in hybrid electric vehicles.
Proceedings ArticleDOI

A generic dynamic programming Matlab function

TL;DR: This paper introduces a generic dynamic programming function for Matlab that solves discretetime optimal-control problems using Bellman's dynamic programming algorithm.
Journal ArticleDOI

System Integration and Power-Flow Management for a Series Hybrid Electric Vehicle Using Supercapacitors and Batteries

TL;DR: In this article, a system integration and power flow management algorithm for a four-wheel-driven series hybrid electric vehicle (HEV) having multiple power sources composed of a diesel-engine-based generator, lead acid battery bank, and super-capacitor bank is presented.
Journal ArticleDOI

Optimum sizing and optimum energy management of a hybrid energy storage system for lithium battery life improvement

TL;DR: In this article, a formulation is developed for sizing of a hybrid energy storage system (HESS) in different applications, where the sizing formulas are based on initial cost and 10-years battery replacement cost which is arranged as an optimization problem.
Journal ArticleDOI

Electric Vehicle Using a Combination of Ultracapacitors and ZEBRA Battery

TL;DR: The main objective of this paper is to demonstrate experimentally that the combination of ZEBRA batteries and ultracapacitors (UCAPs) can solve the lack of specific power, allowing an excellent performance in both acceleration and regenerative braking in an EV.
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