31 Dec 2025Open access
Interpretable VAE-based predictive modeling for enhanced complex industrial systems dependability in developing countriesPublisher siteApplied Computer Science, Reliability and Maintenance Optimization
Active, last published 2026
In machine fault diagnosis techniques
Richard
Toumba
Scholar“Research focused on Machine Fault Diagnosis Techniques and adjacent fields.”
University of Douala
Cameroon
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01 · About the work
What I study
ichard Toumba is a researcher working on Machine Fault Diagnosis Techniques. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Richard's work has been cited 6 times across 3 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
Machine Fault Diagnosis Techniques×2Reliability and Maintenance Optimization×2Fault Detection and Control Systems×2Advanced Statistical Process Monitoring×2Product Development and Customization×2
04 · Where I am
Affiliations
Affiliation on published researchUniversity of Douala, CameroonDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
6 works30 Sept 2025Open access
Taming complexity: Generative doppelgangers for stochastic data trends in complex industrial manufacturing systemsPublisher siteApplied Computer Science, Product Development and Customization
30 Jul 2025Open access
Taming Complexity: Generative Doppelgangers For Stochastic Data Trends In Complex Industrial Manufacturing SystemsPublisher site30 Jul 2025Open access
Interpretable Vae-based Predictive Modeling For Enhanced Complex Industrial Systems Dependability In Developing Countries.Publisher site1 Jan 2024Open access6cites
Uncertainty Quantification in Industrial Systems Using Deep Gaussian Process for Accurate Degradation ModelingPublisher siteIEEE Access, Fault Detection and Control Systems
10 Mar 2023Open access
Data-Based Estimation of the Dynamic Reliability and Performance Indicator of an Industrial Manufacturing SystemPublisher siteInternational Journal of Engineering and Advanced Technology, Reliability and Maintenance Optimization
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