Evolutionary low frequency steering vibration control towards human spine
This paper demonstrated a simulation study of an active vibration control using particle-swarm optimisation based proportional, integral and derivative (PSO-PID) control scheme to suppress steering vibration towards human vertebrae impact. The vertebrae dynamic model is identified based on grey-box...
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2014
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my.iium.irep.386772017-08-24T09:06:27Z http://irep.iium.edu.my/38677/ Evolutionary low frequency steering vibration control towards human spine Toha, Siti Fauziah TL1 Motor vehicles This paper demonstrated a simulation study of an active vibration control using particle-swarm optimisation based proportional, integral and derivative (PSO-PID) control scheme to suppress steering vibration towards human vertebrae impact. The vertebrae dynamic model is identified based on grey-box modelling technique. This technique combines physical behaviour information of the spine via mathematical model and robust black-box model of the spine with added vehicle speed variation. The performance of PID-PSO control scheme is validated and compared with the conventional PID control scheme. PSO falls under the umbrella of evolutionary algorithms which is used to optimise and tune the PID controller parameters (Kp, Ki and Kd) based on a predefined performance index. The main objective is to minimise the mean square error (MSE) of the vibration signal. The optimum PSO-PID parameters are then used to suppress vibration induced by steering vehicles to the spine. This study showed that PSO-PID is better tuned than the conventional tuning method in terms of transient response. Springer Goh, J. 2014 Conference or Workshop Item REM application/pdf en http://irep.iium.edu.my/38677/1/Final_503_Goh.pdf application/pdf en http://irep.iium.edu.my/38677/4/Evolutionary_Low_Frequency.pdf application/pdf en http://irep.iium.edu.my/38677/7/38677_Evolutionary%20low%20frequency%20_Scopus.pdf Toha, Siti Fauziah (2014) Evolutionary low frequency steering vibration control towards human spine. In: The 15th International Conference for Biomedical Engineering, IFMBE Proceedings, 4 - 7 December 2013, Singapore. http://link.springer.com/chapter/10.1007%2F978-3-319-02913-9_197 10.1007/978-3-319-02913-9_197 |
| institution |
Universiti Islam Antarabangsa Malaysia |
| building |
IIUM Library |
| collection |
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| continent |
Asia |
| country |
Malaysia |
| content_provider |
International Islamic University Malaysia |
| content_source |
IIUM Repository (IREP) |
| url_provider |
http://irep.iium.edu.my/ |
| language |
English English English |
| topic |
TL1 Motor vehicles |
| spellingShingle |
TL1 Motor vehicles Toha, Siti Fauziah Evolutionary low frequency steering vibration control towards human spine |
| description |
This paper demonstrated a simulation study of an active vibration control using particle-swarm optimisation based proportional, integral and derivative (PSO-PID) control scheme to suppress steering vibration towards human vertebrae impact. The vertebrae dynamic model is identified based on grey-box modelling technique. This technique combines physical behaviour information of the spine via mathematical model and robust black-box model of the spine with added vehicle speed variation. The performance of PID-PSO control scheme is validated and compared with the conventional PID control scheme. PSO falls under the umbrella of evolutionary algorithms which is used to optimise and tune the PID controller parameters (Kp, Ki and Kd) based on a predefined performance index. The main objective is to minimise the mean square error (MSE) of the vibration signal. The optimum PSO-PID parameters are then used to suppress vibration induced by steering vehicles to the spine. This study showed that PSO-PID is better tuned than the conventional tuning method in terms of transient response. |
| author2 |
Goh, J. |
| author_facet |
Goh, J. Toha, Siti Fauziah |
| format |
Conference or Workshop Item |
| author |
Toha, Siti Fauziah |
| author_sort |
Toha, Siti Fauziah |
| title |
Evolutionary low frequency steering vibration control towards human spine |
| title_short |
Evolutionary low frequency steering vibration control towards human spine |
| title_full |
Evolutionary low frequency steering vibration control towards human spine |
| title_fullStr |
Evolutionary low frequency steering vibration control towards human spine |
| title_full_unstemmed |
Evolutionary low frequency steering vibration control towards human spine |
| title_sort |
evolutionary low frequency steering vibration control towards human spine |
| publisher |
Springer |
| publishDate |
2014 |
| url |
http://irep.iium.edu.my/38677/1/Final_503_Goh.pdf http://irep.iium.edu.my/38677/4/Evolutionary_Low_Frequency.pdf http://irep.iium.edu.my/38677/7/38677_Evolutionary%20low%20frequency%20_Scopus.pdf http://irep.iium.edu.my/38677/ http://link.springer.com/chapter/10.1007%2F978-3-319-02913-9_197 |
| _version_ |
1643611476661895168 |
| score |
13.251813 |