Prof. Dr. Markus Kley

Room

104

Telephone

+49 7361 576-2377

Email Address

Markus.Kley[at]hs-aalen.de

resumé
Research Projects
Publications

1998 - today Appointment funding for professors; appointment funds

Development of a condition monitoring system for industrial gearboxes to extend gearbox service life

Development of methods for evaluating measurement data and for modeling a bearing test bench

Development of the method for the evaluation of process parameters and measurement data and for damage classification

Development of an accelerated carbon run-in process and test cycles for electric motors

Algorithms and methods for measurement data acquisition, preparation and processing

Operational strategy development of a decision model based on the commitment of parameters for target/actual monitoring with subsequent integration of the system into real production

Acoustic and optical process analysis and evaluation as well as process modeling with machine learning

Design, Simulation, material and system analysis, manufacturing processes and testing of a rolling bearing technology with structurally modular bearing elements

Sensor integration in rotary unions and data analysis for the implementation of predictive maintenance

Inspire: Operational strategy design, control development and design, draft of the systemic integration of the transmission in off-highway vehicles and operational testing

Cooperative graduate school: PROMISE 4.0 - Intelligent PROduction systems and methods in the context of InduStriE 4.0 for SMEs

Muffle+: Intelligent (hybrid) electric drive platform

Smart Bearing: Miniaturized and highly integrated intelligent slewing ring for use in human-robot cooperation systems; sensor and drive integration for miniaturized slewing rings

Development of a multifunctional monitoring technology for track rollers and complex assemblies in cam-controlled production systems for the early detection of bearing damage

Timo König, Akash Mangaluru Ramananda, Fabian Wagner, Markus Kley ISSN: 1877-0509,

Further information

Lukas Hafner, Tobit Salat, Niels Ockert, Matthias Wiedenmann, Markus Kley, Timm Hieronymus, Steffen Schwarzer, Fadi Dohnal ISBN: 9783981745191,

Timo König, Manuel Bauer, Roman Bader, Markus Kley ISBN: 9783031654787,

Further information

Lennart Kopp, Patrick Harfmann, Lucas Niederberger, Timm Schwämmle, Markus Kley ISSN: 0148-7191,

Further information

Patrick Harfmann, Akash Mangaluru Ramananda, Fabian Wagner, Vishnu Murali, Sharath Babu Lokesh, Magnus Nigmann, Markus Kley URN: urn:nbn:de:bsz:944-opus4-33569,

Further information Download PDF

Lennart Kopp, F. Schmid, Jan-Niklas Molan, Timo König, A. Kolluru, E. Hoffmann, Markus Kley ISBN: 9783181024317,

Further information

Frequently searched:

Artificial Intelligence & Computer Science Bachelor Artificial Intelligence & Data Science

Prof. Dr. Markus Kley

resumé

Research Award of the Aalen University of Applied Sciences

Prof. Dr.-Ing., Aalen University of Applied Sciences, Construction

Head /Director School of Engineering Engine Components

Dr.-Ing., University of Stuttgart

Project manager, project coordinator, head of the project Voith Turbo

Dipl.-Ing., University of Stuttgart

M.Sc. Georgia Department, Institute of Technology, USA

Research Projects

Development of a condition monitoring system for industrial gearboxes to extend gearbox service life

Development of methods for evaluating measurement data and for modeling a bearing test bench

Development of the method for the evaluation of process parameters and measurement data and for damage classification

Development of an accelerated carbon run-in process and test cycles for electric motors

Algorithms and methods for measurement data acquisition, preparation and processing

Operational strategy development of a decision model based on the commitment of parameters for target/actual monitoring with subsequent integration of the system into real production

Acoustic and optical process analysis and evaluation as well as process modeling with machine learning

Design, Simulation, material and system analysis, manufacturing processes and testing of a rolling bearing technology with structurally modular bearing elements

Sensor integration in rotary unions and data analysis for the implementation of predictive maintenance

Inspire: Operational strategy design, control development and design, draft of the systemic integration of the transmission in off-highway vehicles and operational testing

Cooperative graduate school: PROMISE 4.0 - Intelligent PROduction systems and methods in the context of InduStriE 4.0 for SMEs

Muffle+: Intelligent (hybrid) electric drive platform

Smart Bearing: Miniaturized and highly integrated intelligent slewing ring for use in human-robot cooperation systems; sensor and drive integration for miniaturized slewing rings

Development of a multifunctional monitoring technology for track rollers and complex assemblies in cam-controlled production systems for the early detection of bearing damage

Publications

A LSTM-GAN Algorithm for Synthetic Data Generation of Time Series Data for Condition Monitoring

Change in lubricating film thickness on spur gear teeth with oil aging during operation

Condition Diagnosis on a Gear Motor with Neural Networks Utilizing Vibration Data and the Current Values for Efficiency Enhancement

Evaluation and Simulation of wheel Steering Functionality on a Road to Rig Test Bench

Evaluation of Feature Selection and Pre-Processing Techniques for Ethylene Glycol-Water Ratio Classification in Process Thermostat

Evaluation of sensor signals using a normal distribution analysis considering temperature influences