Rudolf J. Seethaler

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 15

Top Topics

Transfer Learning

Elman Neural Network

Top Venues

Publications

Milad Ramezankhani, Mehrtash Harandi, Rudolf J. Seethaler, Abbas S. Milani
Smart manufacturing under limited and heterogeneous data: a sim-to-real transfer learning with convolutional variational autoencoder in thermoforming. Int. J. Comput. Integr. Manuf. 37 (1-2) (2024)
Hadi Hosseinionari, Mohammad Bajelani, Klaske van Heusden, Abbas S. Milani, Rudolf J. Seethaler
Towards Indirect Data-Driven Predictive Control for Heating Phase of Thermoforming Process. CoRR (2024)
Iman Jalilvand, Jay Jiyoung, Hadi Hosseinionari, Rudolf J. Seethaler, Bhushan Gopaluni, Abbas S. Milani
An Interactive Digital Twin of a Composite Manufacturing Process for Training Operators via Immersive Technology. HCI (47) (2023)
Milad Ramezankhani, Amir Nazemi, Apurva Narayan, Heinz Voggenreiter, Mehrtash Harandi, Rudolf J. Seethaler, Abbas S. Milani
A Data-driven Multi-fidelity Physics-informed Learning Framework for Smart Manufacturing: A Composites Processing Case Study. CoRR (2022)
Milad Ramezankhani, Amir Nazemi, Apurva Narayan, Heinz Voggenreiter, Mehrtash Harandi, Rudolf J. Seethaler, Abbas S. Milani
A Data-driven Multi-fidelity Physics-informed Learning Framework for Smart Manufacturing: A Composites Processing Case Study. ICPS (2022)
Milad Ramezankhani, Apurva Narayan, Rudolf J. Seethaler, Abbas S. Milani
An Active Transfer Learning (ATL) Framework for Smart Manufacturing with Limited Data: Case Study on Material Transfer in Composites Processing. ICPS (2021)
Xiao Yang, Rudolf J. Seethaler, Chengpeng Zhan, Dun Lu, Wanhua Zhao
A Model Predictive Contouring Error Precompensation Method. IEEE Trans. Ind. Electron. 67 (5) (2020)
Sepehr Zarif Mansour, Rudolf J. Seethaler
A Simple Technique for Integrating Position and Force Sensors in Space Constrained Piezoelectric Driven Micro-Positioners. CDC (2019)
Sepehr Zarif Mansour, Rudolf J. Seethaler
Displacement and Force Self-Sensing Technique for Piezoelectric Actuators Using a Nonlinear Constitutive Model. IEEE Trans. Ind. Electron. 66 (11) (2019)
Sepehr Zarif Mansour, Rudolf J. Seethaler, Andrew J. Fleming
A Simple Asymmetric Hysteresis Model for Displacement-Force Control of Piezoelectric Actuators. AIM (2018)
Sepehr Zarif Mansour, Rudolf J. Seethaler, Yik Ren Teo, Yuen Kuan Yong, Andrew J. Fleming
Piezoelectric bimorph actuator with integrated strain sensing electrodes. IEEE SENSORS (2017)
Sepehr Zarif Mansour, Rudolf J. Seethaler
Design of a test setup to independently vary displacement and force of piezoelectric stack actuators. IEEE SENSORS (2017)
Liang Deng, Rudolf J. Seethaler, YangQuan Chen, Ping Yang, Qiming Cheng
Modified Elman neural network based neural adaptive inverse control of rate-dependent hysteresis. IJCNN (2016)
Sepehr Zarif Mansour, Rudolf J. Seethaler
On the feasibility of using measurements of charge and effective capacitance for simultaneous position and force self-sensing of piezoelectric actuators. AIM (2016)
Max J. Arzberger, Rudolf J. Seethaler
Position self-sensing for piezoelectric actuators utilizing an anti-resonant circuit. IEEE SENSORS (2016)
Mohammad Islam, Rudolf J. Seethaler, David Mumford
Real time temperature measurement for multilayered piezoelectric stack actuators. CCECE (2011)
Mohammad Islam, Rudolf J. Seethaler, David Mumford
Hysteresis independent on-line capacitance measurement for piezoelectric stack actuators. CCECE (2011)
J. Chaudry, Rudolf J. Seethaler, Jonathan F. Holzman
Multichannel Spatial Encoding and Extraction for Low-Noise Laser Applications. IEEE Trans. Instrum. Meas. 58 (7) (2009)