TY - GEN
T1 - Design of estimator for level monitoring using data driven model
AU - Shenoy, Vighnesh
AU - Santhosh, K. V.
N1 - Publisher Copyright:
© 2021 IEEE.
Copyright:
Copyright 2021 Elsevier B.V., All rights reserved.
PY - 2021/1/19
Y1 - 2021/1/19
N2 - A state observer estimates the state variables depending on the measurements of the output over a period for an observable system. Luenberger observers can be used when the sensor produces minimal noise. Whereas, for stochastic systems having measurement and process noise Kalman filters are more suitable. This paper reports a state observer model for a liquid level monitoring system using both Luenberger and Kalman methods. A CFD simulation is carried out to investigate the laminar type of water flow through an orifice meter with a definite pipe diameter, which aids in the calculation of pressure difference resulting in liquid level estimation.
AB - A state observer estimates the state variables depending on the measurements of the output over a period for an observable system. Luenberger observers can be used when the sensor produces minimal noise. Whereas, for stochastic systems having measurement and process noise Kalman filters are more suitable. This paper reports a state observer model for a liquid level monitoring system using both Luenberger and Kalman methods. A CFD simulation is carried out to investigate the laminar type of water flow through an orifice meter with a definite pipe diameter, which aids in the calculation of pressure difference resulting in liquid level estimation.
UR - http://www.scopus.com/inward/record.url?scp=85102437418&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85102437418&partnerID=8YFLogxK
U2 - 10.1109/ICCAKM50778.2021.9357704
DO - 10.1109/ICCAKM50778.2021.9357704
M3 - Conference contribution
AN - SCOPUS:85102437418
T3 - Proceedings of 2nd International Conference on Computation, Automation and Knowledge Management, ICCAKM 2021
SP - 81
EP - 86
BT - Proceedings of 2nd International Conference on Computation, Automation and Knowledge Management, ICCAKM 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2nd International Conference on Computation, Automation and Knowledge Management, ICCAKM 2021
Y2 - 19 January 2021 through 21 January 2021
ER -
