Abstract:
Plug-in hybrid vehicles (PHEVs) have great potential in reducing energy consumption and pollutant emissions, due to the use of electric batteries as another energy source...Show MoreMetadata
Abstract:
Plug-in hybrid vehicles (PHEVs) have great potential in reducing energy consumption and pollutant emissions, due to the use of electric batteries as another energy source. One of the critical considerations in PHEV development is the design of its energy management strategy, which determines how energy flows in a hybrid powertrain should be managed in response to a variety of system parameters. In this paper, we propose a generic framework of real-time energy management for PHEVs, where an Estimation Distribution Algorithm (EDA) is used for on-line (i.e., real-time) optimization of the power-split strategy. Different methods for controlling the battery pack's State of Charge (SOC) are proposed and sensitivity analyses are conducted to evaluate their performance. Study results validate the effectiveness of the proposed methods and show promise for further field implementation.
Date of Conference: 08-11 October 2014
Date Added to IEEE Xplore: 20 November 2014
Electronic ISBN:978-1-4799-6078-1
ISSN Information:
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Energy Management ,
- Hybrid Electric Vehicles ,
- Energy Management Strategy ,
- Plug-in Hybrid Electric Vehicles ,
- Online Energy Management ,
- Online Energy Management Strategy ,
- Sensitivity Analysis ,
- Energy Consumption ,
- State Of Charge ,
- Online Optimization ,
- Time Step ,
- Control Strategy ,
- Time Window ,
- Greenhouse Gas ,
- Optimal Control ,
- Evolutionary Algorithms ,
- Power Level ,
- Particle Swarm Optimization ,
- Short Window ,
- Total Energy Consumption ,
- Internal Combustion Engine ,
- Planetary Gear ,
- Prediction Window ,
- Power Splitting ,
- Mixed Integer Linear Programming ,
- Minimum Principle ,
- Mixed-integer Nonlinear Programming ,
- Candidate Solutions ,
- Update Interval
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Energy Management ,
- Hybrid Electric Vehicles ,
- Energy Management Strategy ,
- Plug-in Hybrid Electric Vehicles ,
- Online Energy Management ,
- Online Energy Management Strategy ,
- Sensitivity Analysis ,
- Energy Consumption ,
- State Of Charge ,
- Online Optimization ,
- Time Step ,
- Control Strategy ,
- Time Window ,
- Greenhouse Gas ,
- Optimal Control ,
- Evolutionary Algorithms ,
- Power Level ,
- Particle Swarm Optimization ,
- Short Window ,
- Total Energy Consumption ,
- Internal Combustion Engine ,
- Planetary Gear ,
- Prediction Window ,
- Power Splitting ,
- Mixed Integer Linear Programming ,
- Minimum Principle ,
- Mixed-integer Nonlinear Programming ,
- Candidate Solutions ,
- Update Interval