Combination of a reduced order state observer and an Extended Kalman Filter for Peltier cells
Publikation: Beiträge in Sammelwerken › Aufsätze in Konferenzbänden › Forschung › begutachtet
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Combination of a reduced order state observer and an Extended Kalman Filter for Peltier cells. / Mironova, Alexandra; Haus, Benedikt; Mercorelli, Paolo.
Proceedings of the 2018 19th International Carpathian Control Conference (ICCC): La Contessa Castle Hotel, Szilvásvárad, Hungary, May 28-31, 2018. IEEE - Institute of Electrical and Electronics Engineers Inc., 2018. S. 211-216.Publikation: Beiträge in Sammelwerken › Aufsätze in Konferenzbänden › Forschung › begutachtet
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TY - CHAP
T1 - Combination of a reduced order state observer and an Extended Kalman Filter for Peltier cells
AU - Mironova, Alexandra
AU - Haus, Benedikt
AU - Mercorelli, Paolo
N1 - Conference code: 19
PY - 2018/6/27
Y1 - 2018/6/27
N2 - In this paper, the design of a reduced order observer is presented for a nonlinear thermoelectric system, characterized by a Peltier cell (PC). The task of the observer is to estimate the temperature of the PC's cold side in a cooling system that is used to clamp workpieces by freezing of water in a novel manufacturing process. Due to strongly nonlinear thermoelectric interactions inside the system, an additional Extended Kalman Filter (EKF) is proposed to identify important system parameter. The reduced observer design shows a simple but accurate way to determine the cold-side temperature for further computations as well as for additional controller design approaches.
AB - In this paper, the design of a reduced order observer is presented for a nonlinear thermoelectric system, characterized by a Peltier cell (PC). The task of the observer is to estimate the temperature of the PC's cold side in a cooling system that is used to clamp workpieces by freezing of water in a novel manufacturing process. Due to strongly nonlinear thermoelectric interactions inside the system, an additional Extended Kalman Filter (EKF) is proposed to identify important system parameter. The reduced observer design shows a simple but accurate way to determine the cold-side temperature for further computations as well as for additional controller design approaches.
KW - extended Kalman Filter
KW - reduced order state observer
KW - thermoelectric cooler
KW - Engineering
UR - http://www.scopus.com/inward/record.url?scp=85050248435&partnerID=8YFLogxK
U2 - 10.1109/CarpathianCC.2018.8399630
DO - 10.1109/CarpathianCC.2018.8399630
M3 - Article in conference proceedings
AN - SCOPUS:85050248435
SN - 978-1-5386-4763-9
SP - 211
EP - 216
BT - Proceedings of the 2018 19th International Carpathian Control Conference (ICCC)
PB - IEEE - Institute of Electrical and Electronics Engineers Inc.
T2 - IEEE International Carpathian Control Conference - ICCC 2018
Y2 - 28 May 2018 through 31 May 2018
ER -