Clemens Gühmann

Orcid: 0000-0002-2865-0078

Affiliations:
  • Technical University of Berlin, Germany


According to our database1, Clemens Gühmann authored at least 31 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
Improvement by Monte Carlo for Trajectory Similarity-Based RUL Prediction.
IEEE Trans. Instrum. Meas., 2024

FranSys - A Fast Non-Autoregressive Recurrent Neural Network for Multi-Step Ahead Prediction.
IEEE Access, 2024

2023
Fuzzy-Membership-Based Framework for Task Transfer Learning Between Fault Diagnosis and RUL Prediction.
IEEE Trans. Reliab., September, 2023

CNN parameter design based on fault signal analysis and its application in bearing fault diagnosis.
Adv. Eng. Informatics, January, 2023

Autoencoder-Based Iterative Modeling and Multivariate Time-Series Subsequence Clustering Algorithm.
IEEE Access, 2023

2021
Improving Semi-Supervised Learning for Remaining Useful Lifetime Estimation Through Self-Supervision.
CoRR, 2021

Non-Autoregressive vs Autoregressive Neural Networks for System Identification.
CoRR, 2021

Robust Neural Networks Outperform Attitude Estimation Filters.
CoRR, 2021

Exploration and Effect Analysis of Improvement in Convolution Neural Network for Bearing Fault Diagnosis.
Proceedings of the International IEEE Conference on Prognostics and Health Management, 2021

2020
Signal Generation using 1d Deep Convolutional Generative Adversarial Networks for Fault Diagnosis of Electrical Machines.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

A Novel Evaluation Framework for Unsupervised Domain Adaption on Remaining Useful Lifetime Estimation.
Proceedings of the IEEE International Conference on Prognostics and Health Management, 2020

Neural Networks Versus Conventional Filters for Inertial-Sensor-based Attitude Estimation.
Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

2019
Incorporating Plane-Sweep in Convolutional Neural Network Stereo Imaging for Road Surface Reconstruction.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Differentiation of Journal Bearing Friction States under varying Oil Viscosities based on Acoustic Emission Signals.
Proceedings of the 2019 IEEE International Conference on Prognostics and Health Management, 2019

Deep learning self-calibration from planes.
Proceedings of the Twelfth International Conference on Machine Vision, 2019

LSTM Based Bearing Fault Diagnosis of Electrical Machines using Motor Current Signal.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018
Improved Sliding-Mode On-line Adaptive Position Control for AMT Clutch Systems Based On Neural Networks.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Approach for the Degradation of Hydrodynamic Journal Bearings based on Acoustic Emission Feature Change.
Proceedings of the 2018 IEEE International Conference on Prognostics and Health Management, 2018

2015
Evaluation of the wavelet image two-line coder: A low complexity scheme for image compression.
Signal Process. Image Commun., 2015

Multi-domain modelling and simulation of an automated manual transmission system based on Modelica.
Int. J. Simul. Process. Model., 2015

2014
Adaptive control of a boost-buck converter for thermoelectric generators.
Proceedings of the 13th European Control Conference, 2014

Second-order sliding mode control of the engine speed for an automated manual transmission during gear shifting process.
Proceedings of the IEEE 11th International Multi-Conference on Systems, Signals & Devices, 2014

2013
Automated parameter identification for a dry clutch.
Proceedings of the 10th International Multi-Conferences on Systems, Signals & Devices, 2013

2012
High-Precision, Robust Cascade Model for Closed-Loop Control of Ceramic Glow Plug Surface Temperature in a Diesel Engine.
Proceedings of the 26th European Conference on Modelling and Simulation, 2012

Sliding mode position control for automotive dry clutch system: Nonlinear observer/sliding mode control design for an electro-hydraulic actuation system.
Proceedings of the International Multi-Conference on Systems, Signals & Devices, 2012

2009
Wavelet Image Two-Line Coder for Wireless Sensor Node with Extremely Little RAM.
Proceedings of the 2009 Data Compression Conference (DCC 2009), 2009

2008
Modeling and Control with Local Linearizing Nadaraya Watson Regression
CoRR, 2008

Fractional Wavelet Filter for Camera Sensor Node with external Flash and extremely little RAM.
Proceedings of the 4th International ICST Mobile Multimedia Communications Conference, 2008

External Flash Filesystem for Sensor Nodes with sparse Resources.
Proceedings of the 4th International ICST Mobile Multimedia Communications Conference, 2008

2006
Compression of Short Text on Embedded Systems.
J. Comput., 2006

Low-Complexity Compression of Short Messages.
Proceedings of the 2006 Data Compression Conference (DCC 2006), 2006


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