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Measuring Light-Switching Behavior Using an Occupancy and Light Data Logger
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A novel extended state observer.

Shaofeng Xiong1, Weihong Wang2, Xiaodong Liu3

  • 1School of Automation Science and Electrical Engineering, Beijing University of Aeronautics & Astronautics, Beijing 100191, China; Science and Technology on Aircraft Control Laboratory, Beijing University of Aeronautics & Astronautics, Beijing 100191, China.

ISA Transactions
|August 16, 2015
PubMed
Summary
This summary is machine-generated.

A new extended state observer uses nonlinear and switching terms to precisely control motion systems. This disturbance observer design effectively counteracts external disturbances for improved accuracy.

Keywords:
Disturbance observerExtended state observerFinite time convergenceSpeed turntableSwitching term

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Area of Science:

  • Control Engineering
  • Nonlinear Systems

Background:

  • High-precision motion control systems often face challenges from lumped uncertainties and external disturbances.
  • Existing disturbance observer designs may neglect critical dynamic terms, limiting performance.

Purpose of the Study:

  • To introduce a novel extended state observer (ESO) for high-precision motion control.
  • To address limitations of traditional observers by incorporating nonlinear and switching error feedback terms.

Main Methods:

  • A new ESO design is proposed, feeding back output estimation error through nonlinear and switching terms.
  • The design transforms disturbance observer design into a state observer problem, accounting for the uncertainty's derivative.
  • The switching term is specifically utilized to mitigate external disturbance effects.

Main Results:

  • The proposed ESO effectively estimates and compensates for lumped uncertainties and external disturbances.
  • Numerical simulations demonstrated the observer's capability in handling complex dynamics.
  • Experimental validation on a speed turntable confirmed the observer's high-precision motion control performance.

Conclusions:

  • The novel extended state observer offers a robust solution for high-precision motion control.
  • The observer's design effectively counteracts external disturbances, improving system accuracy.
  • Both simulation and experimental results validate the proposed observer's superior performance.