An extended kalman filter for temperature monitoring of a metal-polymer hybrid fibre based heater structure

Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

Authors

In this paper an Extended Kalman Filter (EKF) is used as an observer for temperature monitoring, like a virtual sensor, of a metal-polymer fibre based heater structure. Metal-coated polymers are relevant for the realisation of smart systems (capable of both sensing and actuating). A real-time implementation of the temperature estimator is important to guarantee a gentle, fault-free operation of the heater and to reject disturbances. It can be used to control the resulting temperature without a direct measurement or to guarantee the users' safety by reacting to overheating. An estimation strategy is necessary because for normal operation in the real world, measurements of the temperature are usually not available, but it is important to know it in order to implement health monitoring algorithms or to do a safe shutdown if necessary. Simulations justify the observation strategy while measurements validate the utilized model.

Original languageEnglish
Title of host publication2017 IEEE International Conference on Advanced Intelligent Mechatronics (AIM)
Number of pages6
PublisherIEEE - Institute of Electrical and Electronics Engineers Inc.
Publication date21.08.2017
Pages376-381
ISBN (print)978-1-5090-5998-0
ISBN (electronic)978-1-5090-6000-9, 978-1-5090-6001-6
DOIs
Publication statusPublished - 21.08.2017
EventIEEE International Conference on Advanced Intelligent Mechatronics 2017 - München, Germany
Duration: 03.07.201707.07.2017
Conference number: 15
http://www.ieee-ras.org/component/rseventspro/event/948-aim-2017-ieee-international-conference-on-advanced-intelligent-mechatronics
http://www.ieee-ras.org/component/rseventspro/event/948-aim-2017-ieee-international-conference-on-advanced-intelligent-mechatronics

    Research areas

  • Heating, Kalman filters, Organic inorganic hybrid materials
  • Engineering

DOI

Recently viewed

Researchers

  1. Heinz Witteriede

Publications

  1. Socioeconomic status and word problem solving in PISA: The role of mathematical content areas
  2. “Self-centered, self-promoting, and self-legitimizing”
  3. Integrierte Eingabegeräte
  4. Magnesium recycling: State-of-the-Art developments, part II
  5. Embodiment of Science in Science Slams.
  6. Why the future is democratic
  7. Treatment or Documentation? Pareto Optimality in the Physicians’ Time Allocation
  8. Rapid ecosystem change challenges the adaptive capacity of local environmental knowledge
  9. Comparing eye movements during mathematical word problem solving in Chinese and German
  10. Elementary School Students’ Length Estimation Skills
  11. Model-based estimation of pesticides and transformation products and their export pathways in a headwater catchment
  12. Guest Editorial
  13. Calibrated Passive Sampling - Multi-plot Field Measurements of NH3 Emissions with a Combination of Dynamic Tube Method and Passive Samplers
  14. Process characteristics of constrained friction processing of AM50 magnesium alloy
  15. Generalizing Trust
  16. Minimization of answer distortion in personality questionnaires
  17. § 28
  18. Meta-custom and the court
  19. Development and validation of a measurement instrument for physical activity-related health literacy (PA-HL)
  20. Does forest continuity enhance the resilience of trees to environmental change?
  21. Non-local modeling of size effects in amorphous metals
  22. The Impact of TV Ads on the Individual User's Purchasing Behavior
  23. Performability analysis of an unreliable M/M/1-type queue
  24. Impact of tree diversity and environmental conditions on the survival of shrub species in a forest biodiversity experiment in subtropical China
  25. Can management compensate for atmospheric nutrient deposition in heathland ecosystems?