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Authors: Y. Nurakhov ; B. Bektugan ; K. Nurbergen ; T. Imankulov and D. Akhmed-Zaki

Affiliation: Al-Farabi Kazakh National University, Al-Farabi Ave., 71, Almaty and Kazakhstan

ISBN: 978-989-758-380-3

Keyword(s): FPGA, Decision Making, Neural Network, Data Collection Network, Heat Equation, Heat Propagation.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Business Analytics ; Cardiovascular Technologies ; Computing and Telecommunications in Cardiology ; Data Engineering ; Decision Support Systems ; Decision Support Systems, Remote Data Analysis ; Distributed Control Systems ; Health Engineering and Technology Applications ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Knowledge-Based Systems ; Neural Networks Based Control Systems ; Symbolic Systems

Abstract: In this paper, we consider the software and hardware implementation of an intelligent distributed system for forecasting and controlling the optimal distribution of heat in the room. Prediction is based on a pre-trained neural network model. The system uses calculation results of the one-dimensional heat conduction problem to correct neural model being trained and decides to turn on / off a specific air conditioner depending on the predicted data.

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Paper citation in several formats:
Nurakhov, Y.; Bektugan, B.; Nurbergen, K.; Imankulov, T. and Akhmed-Zaki, D. (2019). Intelligent Distributed System for Indoor Heat Flow Control.In Proceedings of the 16th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, ISBN 978-989-758-380-3, pages 320-324. DOI: 10.5220/0007927903200324

@conference{icinco19,
author={Y. S. Nurakhov. and B. Bektugan. and K. Nurbergen. and T. S. Imankulov. and D. Zh. Akhmed{-}Zaki.},
title={Intelligent Distributed System for Indoor Heat Flow Control},
booktitle={Proceedings of the 16th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,},
year={2019},
pages={320-324},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007927903200324},
isbn={978-989-758-380-3},
}

TY - CONF

JO - Proceedings of the 16th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,
TI - Intelligent Distributed System for Indoor Heat Flow Control
SN - 978-989-758-380-3
AU - Nurakhov, Y.
AU - Bektugan, B.
AU - Nurbergen, K.
AU - Imankulov, T.
AU - Akhmed-Zaki, D.
PY - 2019
SP - 320
EP - 324
DO - 10.5220/0007927903200324

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