Chebyshev Polynomials Expanded Adaptive Control Strategy for Real-time Force Tracking of Electro-hydraulic Systems
Real-time force tracking control of electrohydraulic systems is extensively utilized in industry for various application purposes. To improve the real-time force tracking accuracy of electro-hydraulic systems, a Chebyshev polynomial extended adaptive control strategy consisting of a feedforward inverse model controller and a Chebyshev polynomial extended adaptive filter is proposed. By utilizing the acquired inverse model of the PI controlled electro-hydraulic system, a feedforward inverse model controller is formulated, where the inverse model is obtained via zero magnitude error tracking technology on the basis of system model identified by system identification technology. A Chebyshev polynomials expanded adaptive filter is further incorporated into the previously mentioned feedforward inverse model controller to form the proposed adaptive control strategy. Comparative experiments are conducted on an electro-hydraulic system, and the effectiveness of the proposed adaptive control strategy is shown by the experimental results.
Authors
- Yu Tang (ORCID: https://orcid.org/0000-0002-9087-7484)
- Hui Jun Xie (ORCID: https://orcid.org/0000-0003-0164-3940)
- Kaidong Bo
- Zhencai Zhu (ORCID: https://orcid.org/0000-0002-4534-3248)
- Gang Shen (ORCID: https://orcid.org/0000-0003-3606-5765)
- Linyang Xu
Institutions
- China University of Mining and Technology (CN)
Publication Details
- Published
- 2024-08-04
- DOI
- https://doi.org/10.1109/icma61710.2024.10633149
- Primary Topic
- Hydraulic and Pneumatic Systems
- Type
- article
- Field-Weighted Citation Impact
- 0.00