Research of ECMS Energy Management Strategy of Hybrid System based on Grey Forecasting
To further improve the fuel economy and online real-time optimization ability of energy management strategy for Hybrid Electric Vehicle（HEV）,the grey forecasting GM（1,1） model is established to forecast real-time vehicle speed,and then combined with Equivalent Consumption Minimization Strategy（ECMS）...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
Editorial Office of Journal of Mechanical Transmission
2017-01-01
|
| Series: | Jixie chuandong |
| Subjects: | |
| Online Access: | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2017.02.002 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1841547505872928768 |
|---|---|
| author | Deng Tao Cheng Dong Zhou Hao Wang Mingming |
| author_facet | Deng Tao Cheng Dong Zhou Hao Wang Mingming |
| author_sort | Deng Tao |
| collection | DOAJ |
| description | To further improve the fuel economy and online real-time optimization ability of energy management strategy for Hybrid Electric Vehicle（HEV）,the grey forecasting GM（1,1） model is established to forecast real-time vehicle speed,and then combined with Equivalent Consumption Minimization Strategy（ECMS） to be proposed HEV ECMS energy management strategy with grey forecasting method.Furthermore,the entire HEV simulation model is built,and the three different WVUCITY,WVUSUB and WVUINTER cycle is selected to simulate and analyze the effect of energy management.The simulation results show that,firstly,the precision of grey forecasting for speed is reliable.Secondly,the SOC will be more stable and battery has longer life by integrating grey forecasting and ECMS.Finally,the fuel economy is increased by 7.4%,7.5%,6.3%respectively through the proposed strategy,when compared with the non-forecasting method under the above three cycle. |
| format | Article |
| id | doaj-art-957bb381bd42421eac4e26ebb5fe2588 |
| institution | Kabale University |
| issn | 1004-2539 |
| language | zho |
| publishDate | 2017-01-01 |
| publisher | Editorial Office of Journal of Mechanical Transmission |
| record_format | Article |
| series | Jixie chuandong |
| spelling | doaj-art-957bb381bd42421eac4e26ebb5fe25882025-01-10T14:38:43ZzhoEditorial Office of Journal of Mechanical TransmissionJixie chuandong1004-25392017-01-014161129928881Research of ECMS Energy Management Strategy of Hybrid System based on Grey ForecastingDeng TaoCheng DongZhou HaoWang MingmingTo further improve the fuel economy and online real-time optimization ability of energy management strategy for Hybrid Electric Vehicle（HEV）,the grey forecasting GM（1,1） model is established to forecast real-time vehicle speed,and then combined with Equivalent Consumption Minimization Strategy（ECMS） to be proposed HEV ECMS energy management strategy with grey forecasting method.Furthermore,the entire HEV simulation model is built,and the three different WVUCITY,WVUSUB and WVUINTER cycle is selected to simulate and analyze the effect of energy management.The simulation results show that,firstly,the precision of grey forecasting for speed is reliable.Secondly,the SOC will be more stable and battery has longer life by integrating grey forecasting and ECMS.Finally,the fuel economy is increased by 7.4%,7.5%,6.3%respectively through the proposed strategy,when compared with the non-forecasting method under the above three cycle.http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2017.02.002HEVGrey forecastingECMSEnergy management strategySimulation |
| spellingShingle | Deng Tao Cheng Dong Zhou Hao Wang Mingming Research of ECMS Energy Management Strategy of Hybrid System based on Grey Forecasting Jixie chuandong HEV Grey forecasting ECMS Energy management strategy Simulation |
| title | Research of ECMS Energy Management Strategy of Hybrid System based on Grey Forecasting |
| title_full | Research of ECMS Energy Management Strategy of Hybrid System based on Grey Forecasting |
| title_fullStr | Research of ECMS Energy Management Strategy of Hybrid System based on Grey Forecasting |
| title_full_unstemmed | Research of ECMS Energy Management Strategy of Hybrid System based on Grey Forecasting |
| title_short | Research of ECMS Energy Management Strategy of Hybrid System based on Grey Forecasting |
| title_sort | research of ecms energy management strategy of hybrid system based on grey forecasting |
| topic | HEV Grey forecasting ECMS Energy management strategy Simulation |
| url | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2017.02.002 |
| work_keys_str_mv | AT dengtao researchofecmsenergymanagementstrategyofhybridsystembasedongreyforecasting AT chengdong researchofecmsenergymanagementstrategyofhybridsystembasedongreyforecasting AT zhouhao researchofecmsenergymanagementstrategyofhybridsystembasedongreyforecasting AT wangmingming researchofecmsenergymanagementstrategyofhybridsystembasedongreyforecasting |