Universiti Teknologi Malaysia Institutional Repository

A vision-based infrared decoy tracking algorithm for air conditioner spot cooling

Tan, Andy Wei Keat and Chan, Hao Jie and Teoh, Soo Siang and Lim, Cheng Siong (2020) A vision-based infrared decoy tracking algorithm for air conditioner spot cooling. International Journal of Integrated Engineering, 12 (4). pp. 39-49. ISSN 2229-838X

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Official URL: https://publisher.uthm.edu.my/ojs/index.php/ijie/a...

Abstract

Air conditioner has become one of the most common electrical appliances in every household. With the increase in their demand, the challenge to reduce the energy usage of air conditioner has become a subject of intense study in recent years. Spot cooling is one of the methods that can reduce the energy wastage. In this method, a control algorithm is implemented to actively track the location of users and direct the air conditioner's air flow to these targeted areas. This can make the cooling more efficient since the air conditioner does not need to cool down the entire room. By selectively directing the air flow, the users can still achieve the same cooling comfort. This paper proposed a technique of spot cooling for air conditioner using infrared (IR) camera and a decoy. The decoy is based on IR light emitting diodes arranged in a specific pattern. The IR camera captures the video of the room to locate the position of the decoy. Image processing techniques include thresholding and template matching are used for the decoy detection. Once the decoy is detected, the movement of the decoy is tracked by using a Kalman filter. To test the performance of the proposed method, a prototype system was implemented on a Raspberry Pi board and the accuracy of detection was evaluated. Experimental results showed that the system is able to detect the position of decoy with 98% accuracy in both day and night-time conditions.

Item Type:Article
Uncontrolled Keywords:object detection, object tracking, spot cooling
Subjects:T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions:Electrical Engineering
ID Code:89724
Deposited By: Yanti Mohd Shah
Deposited On:22 Feb 2021 14:09
Last Modified:22 Feb 2021 14:09

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