Abstract
The main objective of the work is to determine the applications of the short-term prediction method, based on chaos theory, to active vibration control problems for mechanical structural systems. In this paper, disturbance time series of a mechanical system's near future were predicted by the short-term prediction method and the obtained time series were used effectively to determine the control force. A method to extend the prediction range in the time series has been proposed and two methods to determine the control force, using plural predicted disturbance values of a mechanical system's near future, have been outlined. A method to determine the number of predicted values which should be used in prediction is also proposed. The effectiveness of the proposed control methods has also been presented from the numerical results of an active suspension model for vehicles with two degrees of freedom.
| Original language | English |
|---|---|
| Title of host publication | American Society of Mechanical Engineers, Design Engineering Division (Publication) DE |
| Pages | 179-184 |
| Number of pages | 6 |
| Volume | 97 |
| Publication status | Published - 1998 |
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ASJC Scopus subject areas
- Control and Systems Engineering
Cite this
A study on predictive control using a short-term prediction method based on chaos theory (determination of the control force using plural predicted disturbances). / Masumoto, Noriyasu; Yamakawa, Hiroshi.
American Society of Mechanical Engineers, Design Engineering Division (Publication) DE. Vol. 97 1998. p. 179-184.Research output: Chapter in Book/Report/Conference proceeding › Chapter
}
TY - CHAP
T1 - A study on predictive control using a short-term prediction method based on chaos theory (determination of the control force using plural predicted disturbances)
AU - Masumoto, Noriyasu
AU - Yamakawa, Hiroshi
PY - 1998
Y1 - 1998
N2 - The main objective of the work is to determine the applications of the short-term prediction method, based on chaos theory, to active vibration control problems for mechanical structural systems. In this paper, disturbance time series of a mechanical system's near future were predicted by the short-term prediction method and the obtained time series were used effectively to determine the control force. A method to extend the prediction range in the time series has been proposed and two methods to determine the control force, using plural predicted disturbance values of a mechanical system's near future, have been outlined. A method to determine the number of predicted values which should be used in prediction is also proposed. The effectiveness of the proposed control methods has also been presented from the numerical results of an active suspension model for vehicles with two degrees of freedom.
AB - The main objective of the work is to determine the applications of the short-term prediction method, based on chaos theory, to active vibration control problems for mechanical structural systems. In this paper, disturbance time series of a mechanical system's near future were predicted by the short-term prediction method and the obtained time series were used effectively to determine the control force. A method to extend the prediction range in the time series has been proposed and two methods to determine the control force, using plural predicted disturbance values of a mechanical system's near future, have been outlined. A method to determine the number of predicted values which should be used in prediction is also proposed. The effectiveness of the proposed control methods has also been presented from the numerical results of an active suspension model for vehicles with two degrees of freedom.
UR - http://www.scopus.com/inward/record.url?scp=11744308416&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=11744308416&partnerID=8YFLogxK
M3 - Chapter
VL - 97
SP - 179
EP - 184
BT - American Society of Mechanical Engineers, Design Engineering Division (Publication) DE
ER -