Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Experiment Video

Updated: May 16, 2026

Measurement of Compressive Stress-Strain Response at Small-Strains
02:58

Measurement of Compressive Stress-Strain Response at Small-Strains

Published on: December 5, 2025

CMOS-MEMS test-key for extracting wafer-level mechanical properties.

Wan-Chun Chuang1, Yuh-Chung Hu, Pei-Zen Chang

  • 1Department of Mechanical and Electro-Mechanical Engineering, National Sun Yat-sen University, Kaohsiung 80424, Taiwan. wcchuang@mail.nsysu.edu.tw

Sensors (Basel, Switzerland)
|December 14, 2012
PubMed
Summary

This study presents a new algorithm to determine the mechanical properties of CMOS-MEMS devices by analyzing electrical behavior. This non-destructive method enables accurate material characterization for micro-device manufacturing.

Related Concept Videos

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Automatic wild bird repellent system that is based on deep-learning-based wild bird detection and integrated with a laser rotation mechanism.

Scientific reports·2024
Same author

Impact of Cross-Validation on Machine Learning Models for Early Detection of Intrauterine Fetal Demise.

Diagnostics (Basel, Switzerland)·2023
Same author

Computational Intelligence in Cancer Diagnostics: A Contemporary Review of Smart Phone Apps, Current Problems, and Future Research Potentials.

Diagnostics (Basel, Switzerland)·2023
Same author

Exploring the Influence of Material Properties of Epoxy Molding Compound on Wafer Warpage in Fan-Out Wafer-Level Packaging.

Materials (Basel, Switzerland)·2023
Same author

Leveraging Computational Intelligence Techniques for Diagnosing Degenerative Nerve Diseases: A Comprehensive Review, Open Challenges, and Future Research Directions.

Diagnostics (Basel, Switzerland)·2023
Same author

AI-Powered Blockchain Technology for Public Health: A Contemporary Review, Open Challenges, and Future Research Directions.

Healthcare (Basel, Switzerland)·2023

Area of Science:

  • Materials Science
  • Mechanical Engineering
  • Electrical Engineering

Background:

  • Characterizing mechanical properties of CMOS-MEMS is crucial for device performance and reliability.
  • Existing methods can be destructive or complex, limiting wafer-level applications.
  • Accurate measurement of Young's modulus and stress is essential for micro-device design and fabrication.

Purpose of the Study:

  • To develop a robust algorithm for extracting mechanical properties of CMOS-MEMS devices.
  • To enable non-destructive, wafer-level characterization of micro-devices.
  • To validate the algorithm using experimental data and analyze its robustness.

Main Methods:

  • Derivation of an approximate analytical solution for pull-in voltage using Euler's beam model and minimum energy method.

More Related Videos

Mechano-Node-Pore Sensing: A Rapid, Label-Free Platform for Multi-Parameter Single-Cell Viscoelastic Measurements
05:49

Mechano-Node-Pore Sensing: A Rapid, Label-Free Platform for Multi-Parameter Single-Cell Viscoelastic Measurements

Published on: December 2, 2022

Probing C84-embedded Si Substrate Using Scanning Probe Microscopy and Molecular Dynamics
13:58

Probing C84-embedded Si Substrate Using Scanning Probe Microscopy and Molecular Dynamics

Published on: September 28, 2016

Related Experiment Videos

Last Updated: May 16, 2026

Measurement of Compressive Stress-Strain Response at Small-Strains
02:58

Measurement of Compressive Stress-Strain Response at Small-Strains

Published on: December 5, 2025

Mechano-Node-Pore Sensing: A Rapid, Label-Free Platform for Multi-Parameter Single-Cell Viscoelastic Measurements
05:49

Mechano-Node-Pore Sensing: A Rapid, Label-Free Platform for Multi-Parameter Single-Cell Viscoelastic Measurements

Published on: December 2, 2022

Probing C84-embedded Si Substrate Using Scanning Probe Microscopy and Molecular Dynamics
13:58

Probing C84-embedded Si Substrate Using Scanning Probe Microscopy and Molecular Dynamics

Published on: September 28, 2016

  • Utilizing the closed-form pull-in voltage solution to extract Young's modulus and mean stress.
  • Testing the algorithm on CMOS-MEMS test-keys fabricated via a standard CMOS process and comparing with existing literature.
  • Main Results:

    • A robust algorithm for extracting Young's modulus and mean stress from electrical behavior was successfully developed.
    • The algorithm demonstrated validity through test cases and comparison with experimental results.
    • Analysis confirmed the algorithm's robustness concerning test-key dimension variations.

    Conclusions:

    • The developed algorithm provides an effective, non-destructive method for mechanical characterization of CMOS-MEMS.
    • This technique is compatible with wafer-level testing in micro-device manufacturing and the IC industry.
    • The method offers a reliable approach for obtaining critical material properties for micro-fabrication.