Publication Cover
Numerical Heat Transfer, Part A: Applications
An International Journal of Computation and Methodology
Volume 84, 2023 - Issue 5
133
Views
2
CrossRef citations to date
0
Altmetric
Research Articles

State observer design for microchannel cooling system using extended Kalman filter

, &
Pages 433-448 | Received 18 Aug 2022, Accepted 23 Sep 2022, Published online: 26 Oct 2022

References

  • A. Rezania and L. A. Rosendahl, “Thermal effect of a thermoelectric generator on parallel microchannel heat sink,” Energy, vol. 37, no. 1, pp. 220–227, Jan. 2012. DOI: 10.1016/j.energy.2011.11.043.
  • A. Ghahremannezhad and K. Vafai, “Thermal and hydraulic performance enhancement of microchannel heat sinks utilizing porous substrates,” Int. J. Heat Mass Transfer, vol. 122, pp. 1313–1326, Jul. 2018. DOI: 10.1016/j.ijheatmasstransfer.2018.02.024.
  • X. Zhang and Y. Jaluria, “Optimization of microchannel-based cooling systems,” Numer. Heat Transfer, Part A: App., vol. 74, no. 1, pp. 1–15, Oct. 2018. DOI: 10.1080/10407782.2018.1513285.
  • X. J. Wang and S. Narayanan, “Thermal radiative switching interface for energy-efficient temperature control,” Renew. Energy, vol. 197, pp. 574–582, Sept. 2022. DOI: 10.1016/j.renene.2022.07.143.
  • Q. Jin, C. C. Okaeme, J. T. Wen and S. Narayanan, “A comparison of finite element and lumped modeling techniques to analyze flow boiling in microchannels,” IEEE Trans. Compon. Packag. Manufact. Technol., vol. 11, no. 10, pp. 1655–1667, Jul. 2021. DOI: 10.1109/TCPMT.2021.3095148.
  • M. Lori and K. Vafai, “Thermal and hydraulic performance of rectangular microchannel heat sinks with trapezoidal porous configuration,” Numer. Heat Transfer, Part A: App., vol. 81, no. 9, pp. 1–22, Feb. 2022. DOI: 10.1080/10407782.2022.2038969.
  • Q. Jin, J. T. Wen and S. Narayanan, “Moving boundary model for dynamic control of multi-evaporator cooling systems facing variable heat loads,” Int. J. Refrigerat., vol. 120, pp. 481–492, Dec. 2020. DOI: 10.1016/j.ijrefrig.2020.09.014.
  • S. Lu and K. Vafai, “A comparative analysis of innovative microchannel heat sinks for electronic cooling,” Int. Commun. Heat Mass Transfer, vol. 76, pp. 271–284, Aug. 2016. DOI: 10.1016/j.icheatmasstransfer.2016.04.024.
  • Q. Jin, J. T. Wen and S. Narayanan, “The analysis and prediction of pressure drop oscillation in phase-change cooling systems,” Int. J. Heat Mass Transfer, vol. 165, no. 1, pp. 120621, Feb. 2021. DOI: 10.1016/j.ijheatmasstransfer.2020.120621.
  • P. Bernarda, V. Andrieub and D. Astolfi, “Observer design for continuous-time dynamical systems,” Annu. Rev. Control, vol. 53, pp. 3441–3446, Jan. 2022. DOI: 10.1016/j.arcontrol.2021.11.002.
  • C. Jiang, et al., “A state-of-charge estimation method of the power lithium-ion battery in complex conditions based on adaptive square root extended Kalman filter,” Energy, vol. 219, pp. 119603, Mar. 2021. DOI: 10.1016/j.energy.2020.119603.
  • T. Zhang, J. T. Wen, A. Julius, Y. Peles and M. K. Jensen, “Stability analysis and maldistribution control of two-phase flow in parallel evaporating channels,” Int. J. Heat Mass Transfer, vol. 54, no. 25-26, pp. 5298–5305, Dec. 2011. DOI: 10.1016/j.ijheatmasstransfer.2011.08.013.
  • M. LeBreux, M. Désilets and M. Lacroix, “Prediction of the time-varying ledge profile inside a high-temperature metallurgical reactor with an unscented Kalman filter-based virtual sensor,” Numer. Heat Transfer, Part A: App., vol. 64, no. 7, pp. 557–576, Jun. 2013. DOI: 10.1080/10407782.2013.790272.
  • M. Ghorbani, et al., “Visualization of microscale cavitating flow regimes via particle shadow sizing imaging and vision-based estimation of the cone angle,” Exp. Therm Fluid Sci., vol. 78, pp. 322–333, Nov. 2016. DOI: 10.1016/j.expthermflusci.2016.04.026.
  • T. Moore and D. Stouch, “A generalized extended kalman filter implementation for the robot operating system,” Intell. Autonomous Syst., vol. 13, pp. 335–348, Jan. 2016. DOI: 10.1007/978-3-319-08338-4_25.
  • F. Xu, Y. Wang and X. Luo, “Soft sensor for inputs and parameters using nonlinear singular state observer in chemical processes,” Chin. J. Chem. Eng., vol. 21, no. 9, pp. 1038–1047, Sept. 2013. DOI: 10.1016/S1004-9541(13)60570-4.
  • F. N. Nogueira, T. Mendonca and P. Rocha, “Positive state observer for the automatic control of the depth of anesthesiaclinical results,” Comput. Methods Prog. Biomed., vol. 171, no. C, pp. 99–108, Apr. 2019. DOI: 10.1016/j.cmpb.2016.08.019.
  • J. Liu, M. Sun, Z. Chen and Q. Sun, “Super-twisting sliding mode control for aircraft at high angle of attack based on finite-time extended state observer,” Nonlinear Dyn., vol. 99, no. 4, pp. 2785–2799, Mar. 2020. DOI: 10.1007/s11071-020-05481-1.
  • C. Urrea and R. Agramonte, “Kalman filter: historical overview and review of its use in robotics 60 years after its creation,” J. Sensors, vol. 2021, pp. 1–21, 2021. Sept. DOI: 10.1155/2021/9674015.
  • D. A. Carbot-Rojas, G. BesanÇon and R. F. Escobar-Jiménez, “EKF based sensor fault diagnosis for an internal combustion engine,” 2019 23rd Int. Conf. Syst. Theory, Control and Comput, 2019. in IEEE, pp. 43–48.
  • T. K. Ritschel and J. B. Jrgensen, “The extended kalman filter for state estimation of dynamic uv flash processes,” IFAC-PapersOnLine, vol. 51, no. 8, pp. 164–169, Jun. 2018. DOI: 10.1016/j.ifacol.2018.06.372.
  • P. Kumar and A. L. Kaleita, “Assimilation of near-surface temperature using extended Kalman filter,” Adv. Water Resour., vol. 26, no. 1, pp. 79–93, Jan. 2003. DOI: 10.1016/S0309-1708(02)00098-2.
  • C. J. Calderón, P. Rosendahl and J. Ancheyta, “State estimation for heavy oil hydroprocessing reactors using extended kalman filters,” Fuel, vol. 262, pp. 116565, Feb. 2020. DOI: 10.1016/j.fuel.2019.116565.
  • M. Zuñiga, K. Agbossou, A. Cardenas and L. Boulon, “Parameter estimation of electric water heater models using extended kalman filter,” 2017-43rd Annual Conf. the IEEE Ind. Electron. Soc, 2017. in IEEE, pp. 386–391.
  • G. R. Jonsson, S. Lalot, O. P. Palsson and B. Desmet, “Use of extended Kalman filtering in detecting fouling in heat exchangers,” Int. J. Heat Mass Transfer, vol. 50, no. 13–14, pp. 2643–2655, Jul. 2007. DOI: 10.1016/j.ijheatmasstransfer.2006.11.025.
  • A. K. Sivathanu and S. Subramanian, “Extended Kalman filter for fouling detection in thermal power plant reheater,” Control. Eng. Pract., vol. 73, no. 1, pp. 91–99, Apr. 2018. DOI: 10.1016/j.conengprac.2018.01.005.
  • K. Speicher, A. Steinboeck, A. Kugi, D. Wild and T. Kiefer, “Analysis and design of an extended kalman filter for the plate temperature in heavy plate rolling,” J. Process Control, vol. 24, no. 9, pp. 1371–1381, Sept. 2014. DOI: 10.1016/j.jprocont.2014.06.004.
  • N. Peng, S. Zhang and X. Zhang, “Co-estimation for capacity and state of charge for lithium-ion batteries using improved adaptive extended Kalman filter,” J. Energy Storage, vol. 40, pp. 102559, Aug. 2021. DOI: 10.1016/j.est.2021.102559.
  • B. C. Arvind, S. K. Nagaraj, C. S. Seelamantula and S. S. Gorthi, “Active-disc-based Kalman filter technique for tracking of blood cells in microfluidic channels,” 2016 IEEE Int. Conf. Image Process, 2016. pp. 3394–3398.
  • K. Miyabayashi, O. Tonomura, M. Kano and S. Hasebe, “Comparative study of state estimation of tubular microreactors using UKF and EKF,” 8th IFAC Symp,” Adv. Control Chem. Processes, vol. 45, no. 15, pp. 513–518, 2012. DOI: 10.3182/20120710-4-SG-2026.00174.
  • G. Li, R. Madonski, K. Lakomy, L. Sun and K. Y. Lee, “Extended state observer-based model predictive temperature control of mechanically pumped two-phase loop: an experimental study,” Appl. Therm. Eng, vol. 213, pp. 118663, May 2022. DOI: 10.1016/j.applthermaleng.2022.118663.
  • M. Sitbon, et al., “Disturbance observer based robust voltage control of photovoltaic generator interfaced by current mode buck converter,” Energy Convers. Manage, vol. 209, pp. 112622, Apr. 2020. DOI: 10.1016/j.enconman.2020.112622.
  • Q. Jin, J. T. Wen and S. Narayanan, “Dynamic control of microchannel cooling system with unanticipated evaporator heat loads,” Appl. Therm. Eng, vol. 183, no. 2, pp. 116225, Jan. 2021. DOI: 10.1016/j.applthermaleng.2020.116225.
  • H. Jiang, S. Dong, A. Li and F. Meng, “Online parameter estimation of cold plate based on extended kalman filter,” Energy Procedia, vol. 158, pp. 1850–1855, Feb. 2019. DOI: 10.1016/j.egypro.2019.01.431.
  • M. McCormack, F. Fang and J. Zhang, “Numerical Analysis of Microchannels Designed for Heat Sinks,” Nanomanuf Metrol, vol. 11, pp. 41871, Nov. 2021. DOI: 10.1007/s41871-021-00118-2.
  • Z. Parlak, “Optimal design of wavy microchannel and comparison of heat transfer characteristics with zigzag and straight geometries,” Heat Mass Transfer, vol. 54, no. 11, pp. 3317–3328, May 2018. DOI: 10.1007/s00231-018-2375-6.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.