Observer Strategies for Virtual Sensing of Embroidered Metal-Polymer Heater Structure
Publikation: Beiträge in Sammelwerken › Aufsätze in Konferenzbänden › Forschung › begutachtet
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Observer Strategies for Virtual Sensing of Embroidered Metal-Polymer Heater Structure. / Schimmack, Manuel; Poschke, Florian; Schulte, Horst et al.
Proceedings of the 2018 23rd International Conference on Methods and Models in Automation and Robotics, MMAR 2018. IEEE - Institute of Electrical and Electronics Engineers Inc., 2018. S. 887-892 8486033.Publikation: Beiträge in Sammelwerken › Aufsätze in Konferenzbänden › Forschung › begutachtet
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TY - CHAP
T1 - Observer Strategies for Virtual Sensing of Embroidered Metal-Polymer Heater Structure
AU - Schimmack, Manuel
AU - Poschke, Florian
AU - Schulte, Horst
AU - Mercorelli, Paolo
N1 - Conference code: 23
PY - 2018/10/8
Y1 - 2018/10/8
N2 - In this paper an Extended Kalman Filter (EKF) and a Takagi-Sugeno observer (TSO) are presented under the impact of parameter errors as an observer for temperature monitoring, like a virtual sensor, of a embroidered metal-polymer hybrid heater structure. An implementation of the temperature estimator for health monitoring is important to guarantee a gentle, fault-free operation of the heater. It can be used to control the resulting temperature without a direct measurement or to guarantee the users' safety by reacting to overheating. Simulations justify the different observation strategies.
AB - In this paper an Extended Kalman Filter (EKF) and a Takagi-Sugeno observer (TSO) are presented under the impact of parameter errors as an observer for temperature monitoring, like a virtual sensor, of a embroidered metal-polymer hybrid heater structure. An implementation of the temperature estimator for health monitoring is important to guarantee a gentle, fault-free operation of the heater. It can be used to control the resulting temperature without a direct measurement or to guarantee the users' safety by reacting to overheating. Simulations justify the different observation strategies.
KW - Extended Kalman filter
KW - Health monitoring
KW - Takagi-Sugeno observer
KW - Virtual sensing
KW - Engineering
UR - http://www.scopus.com/inward/record.url?scp=85056475734&partnerID=8YFLogxK
U2 - 10.1109/MMAR.2018.8486033
DO - 10.1109/MMAR.2018.8486033
M3 - Article in conference proceedings
AN - SCOPUS:85056475734
SN - 978-1-5386-4326-6
SP - 887
EP - 892
BT - Proceedings of the 2018 23rd International Conference on Methods and Models in Automation and Robotics, MMAR 2018
PB - IEEE - Institute of Electrical and Electronics Engineers Inc.
T2 - 23rd International Conference on Methods and Models in Automation and Robotics - MMAR 2018
Y2 - 27 August 2018 through 30 August 2018
ER -