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Ton Duc Thang University (TDTU) was established on September 24, 1997, as a public university under the Vietnam General Confederation of Labor. After 29 years of development, TDTU has grown into one of the leading universities in Vietnam, with a strong commitment to academic excellence, scientific research, innovation, and international cooperation. With modern facilities, advanced educational programs, and a multidisciplinary approach, TDTU provides a dynamic learning and research environment that promotes creativity and supports the comprehensive development of learners.

Currently, TDTU comprises 16 faculties and offers 52 undergraduate study programs, with a community of more than 77,000 alumni. The University also collaborates with more than 200 adjunct professors and researchers and has produced over 14,200 international publications, reflecting its growing contribution to global academic and scientific communities.

With the vision of becoming a world-class university, TDTU continues to strengthen its educational and research capacity, foster innovation, and enhance international collaboration. The establishment and development of the Journal of Advanced Engineering and Computation (JAEC) represent one of TDTU’s efforts to promote scientific research, disseminate advanced knowledge, and contribute to the development of engineering, technological and interdisciplinary research. More

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Ton Duc Thang University
Editor-in-Chief
Vo Hoang Duy
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Nguyen Trung Thang
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  • Vol 6, No 1 (2022)
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Liquid Level Detection via Node-Red and Automatic Image Processing System

Tai Huu Le, Phu Thai Ngo, Van Ngu Tran, Viet Hung Tran

Abstract


Internet of things (IoT) is increasingly useful in connecting network of devices on the internet. A popular need of IoT in the industry is to measure the level of the liquid in a faraway tank of interest. The traditional measurement method uses float, pressure or ultrasonic sensor and provides reliable results. Nonetheless, the disadvantages of traditional methods are that their range of measurement is rather short and their maintenance on the field is also difficult. To solve these problems, we propose a novel method that combines the image processing algorithm with Node-Red IoT systems. The original idea of this paper is to use the image of the ruler on the tank for measuring the physical height of liquid level in standard units. Our experimental results on real-time collected images via IoT live-streaming show that our proposed method is very fast and robust with different size and shape of different rulers. Our method is also accurate enough to facilitate the application of liquid level measurement in practice.

Creative Commons License

This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium provided the original work is properly cited.


Keywords


Node-Red, image processing, ruler, edge detection, IoT

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DOI: http://dx.doi.org/10.55579/jaec.202261.351

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Copyright (c) 2022 Journal of Advanced Engineering and Computation

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.


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Editor-in-Chief: Dr. Vo Hoang Duy
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.