A long-range, low-cost technique to measure water level variations over limnimeters on hydraulic weir using machine vision and IoT

A. Chiliquinga-Chiliquinga; R. Garcés-Llerena; V. Bautista-Naranjo; G. Vayas-Ortega; Jose Ignacio Castillo-Velazquez; R. Clotet; M. Huerta; D. Rivas-Lalaleo

doi:10.1109/CONCAPAN48024.2022.9997634

A long-range, low-cost technique to measure water level variations over limnimeters on hydraulic weir using machine vision and IoT

A. Chiliquinga-Chiliquinga
, R. Garcés-Llerena
, V. Bautista-Naranjo
, G. Vayas-Ortega
, Jose Ignacio Castillo-Velazquez
, R. Clotet
, M. Huerta
, D. Rivas-Lalaleo

Grupo de Investigación y Desarrollo en Tecnologías Industriales (GIDTEC)

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

1 Cita (Scopus)

Resumen

It is neither practical nor economical to make continuous and direct measurements of the water flow in a stream, so indirect methods must be used to measure the water level and, based on a calibration curve, relate it to the corresponding flow rate. A hydraulic weir with a limnimeter fulfills this purpose, but its disadvantage is that it does not allow the automated registration of the water level and therefore new and more efficient technologies must be used to perform this measurement automatically and thus have a lower waste and optimization of the resource. This experiment develops an algorithm based on computer vision and the inclusion of the concepts of the Internet of Things, in order to measure and record the values of the water level in a hydraulic dam, also includes energy storage system, power supply, remote computer, devices with wireless communication and IoT platform that allow a measurement error of less than ± 2% to be obtained with respect to a visual measurement made by the operator.

Idioma original	Inglés
Título de la publicación alojada	Proceedings of the 2022 IEEE 40th Central America and Panama Convention, CONCAPAN 2022
Editorial	Institute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)	9781728167152
DOI	https://doi.org/10.1109/CONCAPAN48024.2022.9997634
Estado	Publicada - 2022
Evento	40th IEEE Central America and Panama Convention, CONCAPAN 2022 - Panama City, Panamá Duración: 9 nov. 2022 → 12 nov. 2022

Serie de la publicación

Nombre	Proceedings of the 2022 IEEE 40th Central America and Panama Convention, CONCAPAN 2022

Conferencia

Conferencia	40th IEEE Central America and Panama Convention, CONCAPAN 2022
País/Territorio	Panamá
Ciudad	Panama City
Período	9/11/22 → 12/11/22

Nota bibliográfica

Publisher Copyright:
© 2022 IEEE.

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

ODS 7: Energía asequible y no contaminante

Areas de Conocimiento del CACES

216A Diseño y administración de redes y bases de datos

Acceder al documento

10.1109/CONCAPAN48024.2022.9997634

Otros archivos y enlaces

Enlace a la publicación en Scopus

Citar esto

Chiliquinga-Chiliquinga, A., Garcés-Llerena, R., Bautista-Naranjo, V., Vayas-Ortega, G., Castillo-Velazquez, J. I., Clotet, R., Huerta, M., & Rivas-Lalaleo, D. (2022). A long-range, low-cost technique to measure water level variations over limnimeters on hydraulic weir using machine vision and IoT. En Proceedings of the 2022 IEEE 40th Central America and Panama Convention, CONCAPAN 2022 (Proceedings of the 2022 IEEE 40th Central America and Panama Convention, CONCAPAN 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CONCAPAN48024.2022.9997634

Chiliquinga-Chiliquinga, A. ; Garcés-Llerena, R. ; Bautista-Naranjo, V. et al. / A long-range, low-cost technique to measure water level variations over limnimeters on hydraulic weir using machine vision and IoT. Proceedings of the 2022 IEEE 40th Central America and Panama Convention, CONCAPAN 2022. Institute of Electrical and Electronics Engineers Inc., 2022. (Proceedings of the 2022 IEEE 40th Central America and Panama Convention, CONCAPAN 2022).

@inproceedings{38e965d95a324e338653dc57034ee29d,

title = "A long-range, low-cost technique to measure water level variations over limnimeters on hydraulic weir using machine vision and IoT",

abstract = "It is neither practical nor economical to make continuous and direct measurements of the water flow in a stream, so indirect methods must be used to measure the water level and, based on a calibration curve, relate it to the corresponding flow rate. A hydraulic weir with a limnimeter fulfills this purpose, but its disadvantage is that it does not allow the automated registration of the water level and therefore new and more efficient technologies must be used to perform this measurement automatically and thus have a lower waste and optimization of the resource. This experiment develops an algorithm based on computer vision and the inclusion of the concepts of the Internet of Things, in order to measure and record the values of the water level in a hydraulic dam, also includes energy storage system, power supply, remote computer, devices with wireless communication and IoT platform that allow a measurement error of less than ± 2\% to be obtained with respect to a visual measurement made by the operator.",

keywords = "Computer Vision, Hydraulic Weir, Limnimeter",

author = "A. Chiliquinga-Chiliquinga and R. Garc{\'e}s-Llerena and V. Bautista-Naranjo and G. Vayas-Ortega and Castillo-Velazquez, \{Jose Ignacio\} and R. Clotet and M. Huerta and D. Rivas-Lalaleo",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 40th IEEE Central America and Panama Convention, CONCAPAN 2022 ; Conference date: 09-11-2022 Through 12-11-2022",

year = "2022",

doi = "10.1109/CONCAPAN48024.2022.9997634",

language = "English",

series = "Proceedings of the 2022 IEEE 40th Central America and Panama Convention, CONCAPAN 2022",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "Proceedings of the 2022 IEEE 40th Central America and Panama Convention, CONCAPAN 2022",

address = "United States",

}

Chiliquinga-Chiliquinga, A, Garcés-Llerena, R, Bautista-Naranjo, V, Vayas-Ortega, G, Castillo-Velazquez, JI, Clotet, R, Huerta, M & Rivas-Lalaleo, D 2022, A long-range, low-cost technique to measure water level variations over limnimeters on hydraulic weir using machine vision and IoT. En Proceedings of the 2022 IEEE 40th Central America and Panama Convention, CONCAPAN 2022. Proceedings of the 2022 IEEE 40th Central America and Panama Convention, CONCAPAN 2022, Institute of Electrical and Electronics Engineers Inc., 40th IEEE Central America and Panama Convention, CONCAPAN 2022, Panama City, Panamá, 9/11/22. https://doi.org/10.1109/CONCAPAN48024.2022.9997634

A long-range, low-cost technique to measure water level variations over limnimeters on hydraulic weir using machine vision and IoT. / Chiliquinga-Chiliquinga, A.; Garcés-Llerena, R.; Bautista-Naranjo, V. et al.
Proceedings of the 2022 IEEE 40th Central America and Panama Convention, CONCAPAN 2022. Institute of Electrical and Electronics Engineers Inc., 2022. (Proceedings of the 2022 IEEE 40th Central America and Panama Convention, CONCAPAN 2022).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

TY - GEN

T1 - A long-range, low-cost technique to measure water level variations over limnimeters on hydraulic weir using machine vision and IoT

AU - Chiliquinga-Chiliquinga, A.

AU - Garcés-Llerena, R.

AU - Bautista-Naranjo, V.

AU - Vayas-Ortega, G.

AU - Castillo-Velazquez, Jose Ignacio

AU - Clotet, R.

AU - Huerta, M.

AU - Rivas-Lalaleo, D.

PY - 2022

Y1 - 2022

N2 - It is neither practical nor economical to make continuous and direct measurements of the water flow in a stream, so indirect methods must be used to measure the water level and, based on a calibration curve, relate it to the corresponding flow rate. A hydraulic weir with a limnimeter fulfills this purpose, but its disadvantage is that it does not allow the automated registration of the water level and therefore new and more efficient technologies must be used to perform this measurement automatically and thus have a lower waste and optimization of the resource. This experiment develops an algorithm based on computer vision and the inclusion of the concepts of the Internet of Things, in order to measure and record the values of the water level in a hydraulic dam, also includes energy storage system, power supply, remote computer, devices with wireless communication and IoT platform that allow a measurement error of less than ± 2% to be obtained with respect to a visual measurement made by the operator.

AB - It is neither practical nor economical to make continuous and direct measurements of the water flow in a stream, so indirect methods must be used to measure the water level and, based on a calibration curve, relate it to the corresponding flow rate. A hydraulic weir with a limnimeter fulfills this purpose, but its disadvantage is that it does not allow the automated registration of the water level and therefore new and more efficient technologies must be used to perform this measurement automatically and thus have a lower waste and optimization of the resource. This experiment develops an algorithm based on computer vision and the inclusion of the concepts of the Internet of Things, in order to measure and record the values of the water level in a hydraulic dam, also includes energy storage system, power supply, remote computer, devices with wireless communication and IoT platform that allow a measurement error of less than ± 2% to be obtained with respect to a visual measurement made by the operator.

KW - Computer Vision

KW - Hydraulic Weir

KW - Limnimeter

UR - https://www.scopus.com/pages/publications/85146539158

U2 - 10.1109/CONCAPAN48024.2022.9997634

DO - 10.1109/CONCAPAN48024.2022.9997634

M3 - Conference contribution

AN - SCOPUS:85146539158

T3 - Proceedings of the 2022 IEEE 40th Central America and Panama Convention, CONCAPAN 2022

BT - Proceedings of the 2022 IEEE 40th Central America and Panama Convention, CONCAPAN 2022

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 40th IEEE Central America and Panama Convention, CONCAPAN 2022

Y2 - 9 November 2022 through 12 November 2022

ER -

Chiliquinga-Chiliquinga A, Garcés-Llerena R, Bautista-Naranjo V, Vayas-Ortega G, Castillo-Velazquez JI, Clotet R et al. A long-range, low-cost technique to measure water level variations over limnimeters on hydraulic weir using machine vision and IoT. En Proceedings of the 2022 IEEE 40th Central America and Panama Convention, CONCAPAN 2022. Institute of Electrical and Electronics Engineers Inc. 2022. (Proceedings of the 2022 IEEE 40th Central America and Panama Convention, CONCAPAN 2022). doi: 10.1109/CONCAPAN48024.2022.9997634

A long-range, low-cost technique to measure water level variations over limnimeters on hydraulic weir using machine vision and IoT

Resumen

Serie de la publicación

Conferencia

Nota bibliográfica

ODS de las Naciones Unidas

Areas de Conocimiento del CACES

Acceder al documento

Otros archivos y enlaces

Huella

Citar esto