Proceedings of the Korean Society for Agricultural Machinery Conference (한국농업기계학회:학술대회논문집)
- 1996.06c
- /
- Pages.423-433
- /
- 1996
Application of A Neural Network To Dynamic Draft Model
- Park, Yeong-Soo (Research Associate Department of Bio-Mechatronic Engineering Sung Kyun Kwan University) ;
-
Lee, Kyou-Seung
(Professor Department of Bio-Mechatronic Engineering Sung Kyun Kwan University)
;
- Park, Won-Yeop (Research Assistant Department of Bio-Mechatronic Engineering Sung Kyun Kwan University)
- Published : 1996.06.01
Abstract
This study was conducted to predict the drafts of various tillage tools with a model tool and a neural network. Drafts of tillage tools were measured and a time lagged recurrent neural network was developed. The neural network had a structure to predict dynamic draft, having a function of one step ahead prediction . The results showed the model tool draft had linear relations with high coefficient of determinations to the drafts of the tillage tools. Also, the drafts of tillage tools were successfully predicted by the developed neural network.