TY - JOUR
T1 - A LESO Based Backstepping Controller Considering Coal Seam Hardness for Rotary Speed in Coal Mine Tunnel Drilling Process
AU - Chen, Luefeng
AU - Liu, Xiao
AU - Wu, Min
AU - Lu, Chengda
AU - Pedrycz, Witold
AU - Hirota, Kaoru
N1 - Publisher Copyright:
© The Editorial Office of JSSC & Springer-Verlag GmbH Germany 2024.
PY - 2024/10
Y1 - 2024/10
N2 - In the process of coal mine drilling, controlling the rotary speed is important as it determines the efficiency and safety of drilling. In this paper, a linear extended state observer (LESO) based backstepping controller for rotary speed is proposed, which can overcome the impact of changes in coal seam hardness on rotary speed. Firstly, the influence of coal seam hardness on the drilling rig’s rotary system is considered for the first time, which is reflected in the numerical variation of load torque, and a dynamic model for the design of rotary speed controller is established. Then an LESO is designed to observe the load torque, and feedforward compensation is carried out to overcome the influence of coal seam hardness. Based on the model of the compensated system, a backstepping method is used to design a controller to achieve tracking control of the rotary speed. Finally, the effectiveness of the controller designed in this paper is demonstrated through simulation and field experiments, the steady-state error of the rotary speed in field is 1 r/min, and the overshoot is reduced to 5.8%. This greatly improves the stability and security, which is exactly what the drilling process requires.
AB - In the process of coal mine drilling, controlling the rotary speed is important as it determines the efficiency and safety of drilling. In this paper, a linear extended state observer (LESO) based backstepping controller for rotary speed is proposed, which can overcome the impact of changes in coal seam hardness on rotary speed. Firstly, the influence of coal seam hardness on the drilling rig’s rotary system is considered for the first time, which is reflected in the numerical variation of load torque, and a dynamic model for the design of rotary speed controller is established. Then an LESO is designed to observe the load torque, and feedforward compensation is carried out to overcome the influence of coal seam hardness. Based on the model of the compensated system, a backstepping method is used to design a controller to achieve tracking control of the rotary speed. Finally, the effectiveness of the controller designed in this paper is demonstrated through simulation and field experiments, the steady-state error of the rotary speed in field is 1 r/min, and the overshoot is reduced to 5.8%. This greatly improves the stability and security, which is exactly what the drilling process requires.
KW - Backstepping
KW - extended state observer
KW - hydraulic tunnel drilling machine
KW - rotary speed
UR - http://www.scopus.com/inward/record.url?scp=85202726304&partnerID=8YFLogxK
U2 - 10.1007/s11424-024-3256-3
DO - 10.1007/s11424-024-3256-3
M3 - Article
AN - SCOPUS:85202726304
SN - 1009-6124
VL - 37
SP - 1789
EP - 1808
JO - Journal of Systems Science and Complexity
JF - Journal of Systems Science and Complexity
IS - 5
ER -