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欠驱动双摆的系统辨识与基于acados的NMPC用于摆起控制

System Identification and acados-Based NMPC for Swing-Up Control of an Underactuated Double Pendulum

Sichen Li, Venkateswarlu Reddy Konkala, Xiaojie Ning, Abhishek Alaya Udupa

arXiv 2608.08952首次发表:更新:

AI 中文总结

该研究辨识CloudPendulum单元203的基参数模型,用acados SQP-RTI NMPC实现欠驱动双摆摆起控制,通过被动关节辅助开展诊断性测试,为后续合格性评估提供依据。

AI 中文摘要

我们辨识CloudPendulum单元203的基参数模型,采用acados SQP-RTI NMPC以400 Hz的目标速率跟踪离线摆起参考。5 mNm的被动关节辅助支持研发阶段的摆起与恢复。在组织者开展的测试中,对单元201至204各配置进行16次、每次300秒的试验,辅助型pendubot和acrobot的平均正常运行时间得分分别为80.19秒和74.61秒;acrobot在两个单元得分为0,7次试验因安全限制异常终止。由于评估中禁止使用该辅助,这些结果属于诊断性而非合格性得分。

英文摘要

We identify a base-parameter model of CloudPendulum cell 203 and track an offline swing-up reference with acados SQP-RTI NMPC at a target rate of 400 Hz. A 5 mNm passive-joint assist enabled development-stage swing-up and recovery. In organizer-run testing (16 trials of 300 s per configuration on cells 201--204), assisted pendubot and acrobot mean uptime scores were 80.19 s and 74.61 s. Acrobot scored zero on two cells, and seven trials ended on safety-limit exceptions. Because the assist is prohibited in evaluation, these results are diagnostic rather than qualification scores.

论文原文

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