Related Experiment Video
Updated: Mar 30, 2026

Author Spotlight: Introduction to Active Probe Atomic Force Microscopy with Quattro-Parallel Cantilever Arrays
Published on: June 13, 2023
A disturbance observer-based adaptive control approach for flexure beam nano manipulators
Yangming Zhang1, Peng Yan2, Zhen Zhang3
1School of Automation Science and Electrical Engineering, Beihang University, Beijing 100191, China.
A new control method enhances precision for micro/nano manipulation stages. This adaptive backstepping approach tackles uncertainties and saturation, achieving <1% error in real-time experiments.
Area of Science:
- Mechatronics and Control Systems
- Precision Engineering
- Robotics
Background:
- Conventional mechatronic systems face challenges in micro/nano manipulation, including cross-axis coupling, dynamical uncertainties, and input saturations.
- These challenges can significantly degrade system performance in high-precision applications.
- Flexure beam-based servo stages are utilized for micro/nano manipulations but require advanced control strategies.
Purpose of the Study:
- To develop a systematic modeling and control methodology for a two-dimensional flexure beam-based servo stage.
- To address and overcome control challenges such as cross-axis coupling, dynamical uncertainties, and input saturations.
- To achieve high-precision servo manipulation for micro/nano tasks.
Main Methods:
- A novel disturbance observer-based adaptive backstepping-like control approach was developed.
- An auxiliary system was introduced to compensate for input saturations.
- The control architecture was implemented on a custom nano-manipulating system with a flexure beam structure and voice coil actuators (VCAs).
Main Results:
- The proposed control approach effectively accommodated model uncertainties and coupling dynamics.
- Input saturations were successfully compensated by the auxiliary system.
- Real-time experiments demonstrated precision errors of less than 1% for trajectory and contour tracking tasks.
Conclusions:
- The developed control methodology provides a robust solution for high-precision micro/nano manipulation.
- The disturbance observer-based adaptive backstepping-like control effectively handles system uncertainties and coupling.
- The system's performance, validated through real-time experiments, shows significant improvements in precision.
More Related Videos
Related Concept Videos
Deformation of a Beam under Transverse Loading
The insights from the bending moment diagram extend to...
Feedback control systems
Linear feedback systems are theoretical models that simplify analysis and design. These systems operate under the principle that their output is directly proportional to their input within certain ranges. For instance, an amplifier in a control system behaves linearly as long as the input signal remains within a specific range. However, most physical systems exhibit inherent nonlinearity...
Deflection of a Beam
Singularity functions, described in an earlier lesson, are powerful mathematical tools that represent discontinuities within a function commonly encountered in structural loading...
Impact Loading on a Cantilever Beam
When an object is dropped onto the free end of a cantilever, its potential energy due to gravity is...
Beams with Unsymmetric Loadings
The first moment-area theorem determines the slope at any point on the beam. This theorem indicates that the change in slope between two points on a beam...
One-Degree-of-Freedom System
A one-degree-of-freedom system is defined by an independent variable that determines its state and behavior. One example of a one-degree-of-freedom system is a simple harmonic oscillator, such as a...

