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Authors: Javier Palafox-Albarrán ; Reiner Jedermann and Walter Lang

Affiliation: University of Bremen, Germany

ISBN: 978-989-8425-00-3

Keyword(s): System Identification, Temperature, Organic Heat, Feedback-hammerstein.

Related Ontology Subjects/Areas/Topics: Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Nonlinear Signals and Systems ; Optimization Algorithms ; Signal Processing, Sensors, Systems Modeling and Control ; System Identification

Abstract: This paper presents an alternative method to predict the temperature profile in a spatial point of the interior of a refrigerated container with the aim of improving the logistics of perishable goods. A SISO gray-box model in which the organic heat is represented by a non-linear feedback system and the cooling process represented by a linear system is proposed. Parameter adaptation and prediction algorithms for the model are modified to reduce the matrix dimensions, implemented in Matlab and applied to experimental data for validation. Apart from being highly accurate, the predictions comply with the desired figures of merit for the implementation in wireless sensor nodes, such as high robustness against quantization and enviromental noise. Simulation results concludes that if the cargo emits organic heat, the proposed model is faster and more accurate than the linear models.

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Paper citation in several formats:
Palafox-Albarrán J., Jedermann R. and Lang W. (2010). PREDICTION OF TEMPERATURE INSIDE A REFRIGERATED CONTAINER IN THE PRESENCE OF PERISHABLE GOODS.In Proceedings of the 7th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, ISBN 978-989-8425-00-3, pages 20-27. DOI: 10.5220/0002880100200027

@conference{icinco10,
author={Javier Palafox-Albarrán and Reiner Jedermann and Walter Lang},
title={PREDICTION OF TEMPERATURE INSIDE A REFRIGERATED CONTAINER IN THE PRESENCE OF PERISHABLE GOODS},
booktitle={Proceedings of the 7th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,},
year={2010},
pages={20-27},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002880100200027},
isbn={978-989-8425-00-3},
}

TY - CONF

JO - Proceedings of the 7th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,
TI - PREDICTION OF TEMPERATURE INSIDE A REFRIGERATED CONTAINER IN THE PRESENCE OF PERISHABLE GOODS
SN - 978-989-8425-00-3
AU - Palafox-Albarrán J.
AU - Jedermann R.
AU - Lang W.
PY - 2010
SP - 20
EP - 27
DO - 10.5220/0002880100200027

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