Concepedia

Clemens Gühmann

CG

22

Publications

809

Citations

15

H-Index

2006

Active since

Affiliations

Technische Universität Berlin(Current)

Tsinghua University

Zhejiang University

Research Institute of Automotive Engineering and Vehicle Engines Stuttgart

Nanjing University of Aeronautics and Astronautics

Clemens Gühmann is an author at Technische Universität Berlin specializing in engineering, signal processing, and machine learning.

Top concepts

EngineeringMachine LearningSignal ProcessingFault DiagnosisDeep LearningComputer ScienceComputer EngineeringDiagnosisData SciencePattern Recognition

Publications per year

2006–2024

22

Publications

22

CNN parameter design based on fault signal analysis and its application in bearing fault diagnosis

Diwang Ruan, Jin Wang, Jianping Yan et al. · Advanced Engineering Informatics · 2023 · 352 citations · Full text

Friction and Wear Monitoring Methods for Journal Bearings of Geared Turbofans Based on Acoustic Emission Signals and Machine Learning

Noushin Mokhtari, Jonathan Pelham, Sebastian Nowoisky et al. · Lubricants · 2020 · 48 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +16

Collaborative Optimization of CNN and GAN for Bearing Fault Diagnosis under Unbalanced Datasets

Diwang Ruan, Xinzhou Song, Clemens Gühmann et al. · Lubricants · 2021 · 48 citations · Full text

Fault Diagnosis, Unbalanced Datasets, Convolutional Neural Network +11

Neural Networks Versus Conventional Filters for Inertial-Sensor-based Attitude Estimation

Daniel Weber, Clemens Gühmann, Thomas Seel · 2020 · 39 citations · Full text

Engineering, Machine Learning, 3D Pose Estimation +19

Light convolutional neural network by neural architecture search and model pruning for bearing fault diagnosis and remaining useful life prediction

Diwang Ruan, Jinzhao Han, Jianping Yan et al. · Scientific Reports · 2023 · 32 citations · Full text

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