触觉技术
控制理论(社会学)
计算机科学
钻探
伺服
模拟
机器人
控制系统
稳健性(进化)
伺服机构
联轴节(管道)
超调(微波通信)
控制工程
工程类
机械工程
控制(管理)
人工智能
电信
化学
电气工程
基因
生物化学
作者
Guangming Xia,Zifeng Jiang,Yu Dai
标识
DOI:10.1016/j.compbiomed.2023.107710
摘要
Bone drilling is a crucial operation in spinal fusion surgery that requires precise control of the applied force to ensure surgical safety. This manuscript aims to enhance the force servo performance of the orthopedic robot during automatic bone drilling operations. Firstly, an analytical model is introduced to describe the spinal mobility of the spine-soft tissue coupling structure. Then, the model is calibrated using force data obtained from stress relaxation tests. Next, optimal force controller parameters are determined through drilling force control simulations based on the identified model. The dynamic performance and robustness of the closed-loop control system are analyzed to ensure safe drilling procedures. Finally, bone drilling experiments are conducted in a force control mode to verify the effectiveness of the proposed method. The step drilling force response's steady-state error is less than 0.15 N, the relative control error is less than 3 %, and there is no noticeable force overshoot. The amplitude of the sinusoidal force response decays to −3 dB when the target force frequency is up to 3.49 rad/s, indicating a wide control bandwidth. These results demonstrate that the proposed method can rapidly and safely provide an adequate force servo to carry out automatic bone drilling.
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