Energy Consumption Modeling for Specific Washing Programs of Horizontal Washing Machine using System Identification

Yongki Yoon; Sibel Malkoş

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Paper

Energy Consumption Modeling for Specific Washing Programs of Horizontal Washing Machine using System Identification

Topics: Energy Efficiency and Green Manufacturing; System Identification; System Modeling; Systems Modeling and Simulation; Systems Modeling and Simulation

In Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics ICINCO - Volume 1, 721-727, 2021

Authors: Yongki Yoon and Sibel Malkoş

Affiliation: Washing Machine R&D, Arçelik A.Ş., Istanbul, Turkey

Keyword(s): Energy Consumption, Energy Efficiency, Data Monitoring, State-space Model, System Identification.

Abstract: This paper presents the application of an energy consumption modeling technique using a system identification method regarding the washing program settings for a horizontal washing machine. The observer/Kalman filter identification/eigensystem realization algorithm (OKID/ERA) method is employed to identify the linear discrete state-space model by choosing the system order computed by the significant singular values. The identified model is used as an estimator to figure out the energy consumption level for washing programs with the full loading condition, and results show the feasibility of the method in energy consumption modeling.

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Paper citation in several formats:

Yoon, Y. and Malkoş, S. (2021). Energy Consumption Modeling for Specific Washing Programs of Horizontal Washing Machine using System Identification. In Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics - ICINCO; ISBN 978-989-758-522-7; ISSN 2184-2809, SciTePress, pages 721-727. DOI: 10.5220/0010511407210727

@conference{icinco21,
author={Yongki Yoon and Sibel Malkoş},
title={Energy Consumption Modeling for Specific Washing Programs of Horizontal Washing Machine using System Identification},
booktitle={Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics - ICINCO},
year={2021},
pages={721-727},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010511407210727},
isbn={978-989-758-522-7},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics - ICINCO
TI - Energy Consumption Modeling for Specific Washing Programs of Horizontal Washing Machine using System Identification
SN - 978-989-758-522-7
IS - 2184-2809
AU - Yoon, Y.
AU - Malkoş, S.
PY - 2021
SP - 721
EP - 727
DO - 10.5220/0010511407210727
PB - SciTePress