Engine speed control using artificial neutral network for vehicle equipped with electromechanical CVT
Controlling engine speed corresponding to load variations and road condition has always been a challenge to automotive engineers. However, with the introduction of electromechanical CVT, maintaining constant engine speed based on its optimum control line characteristic could be made possible. This p...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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2006
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| Online Access: | http://eprints.utm.my/287/1/SugengAriyono2006_EngineSpeedControlUsingArtificial.pdf |
| _version_ | 1825908888774377472 |
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| author | Ariyono, Sugeng Tawi, Kamarul Baharin Jamaluddin, Hishamuddin Supriyo, Bambang |
| author_facet | Ariyono, Sugeng Tawi, Kamarul Baharin Jamaluddin, Hishamuddin Supriyo, Bambang |
| author_sort | Ariyono, Sugeng |
| collection | ePrints |
| description | Controlling engine speed corresponding to load variations and road condition has always been a challenge to automotive engineers. However, with the introduction of electromechanical CVT, maintaining constant engine speed based on its optimum control line characteristic could be made possible. This paper describes the simulation work in this area carried out by the Drivetrain Research Group at the Automotive Development Center, Universiti Teknologi Malaysia, Skudai Johor. The developed drive train model is highly non-linear, it could not be controlled satisfactorily by common linear control strategy such as PID controller. To overcome the problem, the use of Artificial Neural Network (ANN) is employed to indirectly control the engine speed by adjusting pulley CVT ratio. Computer simulations showed that applying artificial neural network (ANN) into drive train model could select a proper transmission ratio where the engine could be maintained to run at certain desired speed. |
| first_indexed | 2024-03-05T17:54:00Z |
| format | Conference or Workshop Item |
| id | utm.eprints-287 |
| institution | Universiti Teknologi Malaysia - ePrints |
| language | English |
| last_indexed | 2024-03-05T17:54:00Z |
| publishDate | 2006 |
| record_format | dspace |
| spelling | utm.eprints-2872017-08-23T07:12:23Z http://eprints.utm.my/287/ Engine speed control using artificial neutral network for vehicle equipped with electromechanical CVT Ariyono, Sugeng Tawi, Kamarul Baharin Jamaluddin, Hishamuddin Supriyo, Bambang TJ Mechanical engineering and machinery TL Motor vehicles. Aeronautics. Astronautics Controlling engine speed corresponding to load variations and road condition has always been a challenge to automotive engineers. However, with the introduction of electromechanical CVT, maintaining constant engine speed based on its optimum control line characteristic could be made possible. This paper describes the simulation work in this area carried out by the Drivetrain Research Group at the Automotive Development Center, Universiti Teknologi Malaysia, Skudai Johor. The developed drive train model is highly non-linear, it could not be controlled satisfactorily by common linear control strategy such as PID controller. To overcome the problem, the use of Artificial Neural Network (ANN) is employed to indirectly control the engine speed by adjusting pulley CVT ratio. Computer simulations showed that applying artificial neural network (ANN) into drive train model could select a proper transmission ratio where the engine could be maintained to run at certain desired speed. 2006-07 Conference or Workshop Item PeerReviewed application/pdf en http://eprints.utm.my/287/1/SugengAriyono2006_EngineSpeedControlUsingArtificial.pdf Ariyono, Sugeng and Tawi, Kamarul Baharin and Jamaluddin, Hishamuddin and Supriyo, Bambang (2006) Engine speed control using artificial neutral network for vehicle equipped with electromechanical CVT. In: 1st Regional Conference on Vehicle Engineering & Technology, 3-5 July 2006, Kuala Lumpur, Malaysia. |
| spellingShingle | TJ Mechanical engineering and machinery TL Motor vehicles. Aeronautics. Astronautics Ariyono, Sugeng Tawi, Kamarul Baharin Jamaluddin, Hishamuddin Supriyo, Bambang Engine speed control using artificial neutral network for vehicle equipped with electromechanical CVT |
| title | Engine speed control using artificial neutral network for vehicle equipped with electromechanical CVT |
| title_full | Engine speed control using artificial neutral network for vehicle equipped with electromechanical CVT |
| title_fullStr | Engine speed control using artificial neutral network for vehicle equipped with electromechanical CVT |
| title_full_unstemmed | Engine speed control using artificial neutral network for vehicle equipped with electromechanical CVT |
| title_short | Engine speed control using artificial neutral network for vehicle equipped with electromechanical CVT |
| title_sort | engine speed control using artificial neutral network for vehicle equipped with electromechanical cvt |
| topic | TJ Mechanical engineering and machinery TL Motor vehicles. Aeronautics. Astronautics |
| url | http://eprints.utm.my/287/1/SugengAriyono2006_EngineSpeedControlUsingArtificial.pdf |
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