Analysis of Thermographic Patterns using Open CV - Case Study: A Clinker Kiln

Villie Morocho, Eliezer Colina, Sebastian Bautista, Alfredo Mora, Mara Falconi

2015

Abstract

The core of the cement production process is the clinker kiln. Proper operation of the kiln depends on factors such as the timely monitoring of its thermal behavior under different operation conditions. This work includes a systematization of empirical knowledge of skilled kiln operators, linking it with the analysis of thermography images of the kiln using Open CV. The paper includes an integration of interventions implemented by the operators, in terms of a log described in natural language. The work highlights potential uses of the knowledge of experienced operators, when this is combined with techniques based on image analysis and artificial intelligence.

References

  1. Blei, D. & Jordan, M., 2003. Latent Dirichlet Allocation. Journal of Machine Learnign Research, January, Issue 3, pp. 993-1022.
  2. Buchanan, B. G. & Shortliffe, E. H., 1984. Rule-Based Expert Systems: The Mycin Experiments of the Stanford Heuristic Programming Project. s.l.:MA: Addison-Wesley Publishing Co., Inc..
  3. Deolalkar, S. P., 2009. Handbook for desinging cement plants. BS Publications, pp. 73-85.
  4. ECLIPSE, n.d. SWT library. [Online] Available at: http://www.eclipse.org/swt/ [Accessed November 2014].
  5. Fei-Fei, L. & Perona, P., 2005. A Bayesian Heirarchical Model for Learning Natural Scene Categories. s.l., s.n.
  6. Fergus, R., n.d. Two bag-of-words classifiers. [Online] [Accessed September 2014].
  7. Hofmann, T., 1999. Probabilistic Latent Semantic Analysis, s.l.: UAI.
  8. Open CV, n.d. [Online] Available at: http://opencv.org [Accessed February 2015].
  9. Oracle, n.d. Robot, JAVA Library. [Online] Available at: http://docs.oracle.com/javase/7/docs/api/java/awt/Rob ot.html [Accessed November 2014].
  10. Pulli, K., Baksheev, A., Kornowakov, K. & Eruhimov, V., 2012. Realtime Computer Vision with OpenCV. ACMQueue, April, 10(4), p. 40.
  11. Sivic, J. et al., 2005. Discovering objerct categories in image collection. Beijing, s.n.
Download


Paper Citation


in Harvard Style

Morocho V., Colina E., Bautista S., Mora A. and Falconi M. (2015). Analysis of Thermographic Patterns using Open CV - Case Study: A Clinker Kiln . In Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO, ISBN 978-989-758-123-6, pages 479-484. DOI: 10.5220/0005535304790484


in Bibtex Style

@conference{icinco15,
author={Villie Morocho and Eliezer Colina and Sebastian Bautista and Alfredo Mora and Mara Falconi},
title={Analysis of Thermographic Patterns using Open CV - Case Study: A Clinker Kiln},
booktitle={Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO,},
year={2015},
pages={479-484},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005535304790484},
isbn={978-989-758-123-6},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO,
TI - Analysis of Thermographic Patterns using Open CV - Case Study: A Clinker Kiln
SN - 978-989-758-123-6
AU - Morocho V.
AU - Colina E.
AU - Bautista S.
AU - Mora A.
AU - Falconi M.
PY - 2015
SP - 479
EP - 484
DO - 10.5220/0005535304790484