Litcius/Paper detail

Adaptive Time-Delay Control for Cable-Driven Manipulators With Enhanced Nonsingular Fast Terminal Sliding Mode

Yaoyao Wang, Shizhen Li, Dan Wang, Feng Ju, Bai Chen, Hongtao Wu

2020IEEE Transactions on Industrial Electronics97 citationsDOI

Abstract

For high control performance of cable-driven manipulators, we design a new adaptive time-delay control (ATDC) using enhanced nonsingular fast terminal sliding mode (NFTSM). The proposed ATDC uses time-delay estimation (TDE) to acquire the lumped dynamics in a simple way and founds a practical model-free structure. Then, a new enhanced NFTSM surface is developed to ensure fast convergence and high control accuracy. To acquire good comprehensive performance under lumped uncertainties, in this article we propose a novel adaptive algorithm for the control gain, which can regulate itself based on the control errors timely and accurately. Benefitting from the TDE and the proposed enhanced NFTSM surface and adaptive control gain, our proposed ATDC is model-free, fast response, and accurate. Theoretical analysis concerning system stability, and control precision and convergence speed are given based on Lyapunov theory. Finally, the advantages of our ATDC over existing methods are verified with comparative experiments.

Topics & Concepts

Control theory (sociology)Convergence (economics)Stability (learning theory)Invertible matrixComputer scienceAdaptive controlSliding mode controlLyapunov stabilityLyapunov functionControl (management)Control engineeringEngineeringMathematicsNonlinear systemArtificial intelligenceEconomicsEconomic growthQuantum mechanicsPhysicsPure mathematicsMachine learningAdaptive Control of Nonlinear SystemsVibration and Dynamic AnalysisDynamics and Control of Mechanical Systems