IoT and AI-Based Predictive Maintenance System Design for Express Auto Repair Shops
Diseño de Sistema para la Generación de Mantenimiento Predictivo Basado en IoT e Inteligencia Artificial para Talleres de Mecánica Exprés
Section
TECNOLÓGICOS E INNOVACIÓN
How to Cite
IoT and AI-Based Predictive Maintenance System Design for Express Auto Repair Shops. (2025). Revista Técnica "energía", 21(2), PP. 81-86. https://doi.org/10.37116/revistaenergia.v21.n2.2025.678
Dimensions
How to Cite
IoT and AI-Based Predictive Maintenance System Design for Express Auto Repair Shops. (2025). Revista Técnica "energía", 21(2), PP. 81-86. https://doi.org/10.37116/revistaenergia.v21.n2.2025.678
Download Citation
license
Johnny Heredia
Edy Ayala
Show authors biography
Similar Articles
- Jorge Lara, Mauricio Samper, Graciela Colomé, Short-Term Prediction of Smart Metering Systems by Multivariable and Multistep Deep Learning Architectures , Revista Técnica "energía": Vol. 21 No. 1 (2024): Revista Técnica "energía", Edición No. 21, ISSUE I
- Julio Cardenas, Graciela Colomé, Estefania Tapia, Adaptive Generator Tripping to Improve Transient Stability in Systems with Renewable Generation Integration , Revista Técnica "energía": Vol. 22 No. 2 (2026): Revista Técnica "energía", Edición No. 22 ISSUE II
- José Castro, Paúl Soto, Ruth Reategui, Tuesman Castillo, Partitioning of an Electrical Distribution Systems Using K-Means and DBSCAN Clustering Algorithms , Revista Técnica "energía": Vol. 20 No. 1 (2023): Revista Técnica "energía", Edición No. 20, ISSUE I
- Gabriel Guañuna, Graciela Colomé, Estefanía Tapia, Short-Term Stability State Prediction in Power Systems with Renewable Generation Integration Using Deep Learning , Revista Técnica "energía": Vol. 22 No. 2 (2026): Revista Técnica "energía", Edición No. 22 ISSUE II
- Isaac Simbaña, Cristian Guilcaso, Fabricio Tipantocta, Energy and Environmental Assessment of a Solar-Assisted Heat Pump for Water Heating , Revista Técnica "energía": Vol. 22 No. 2 (2026): Revista Técnica "energía", Edición No. 22 ISSUE II
- Joffre Constante, Robert Quinga, Klever Tigasi, Mauricio Mullo, Estimation of Exponential Recovery Load Model Parameters Using Synchrophasor Measurements , Revista Técnica "energía": Vol. 22 No. 2 (2026): Revista Técnica "energía", Edición No. 22 ISSUE II
- Cristian Leiva, Vinicio Quinteros, Steven Cardenas, Optimization of Production Costs Using Integer Linear Programming in Production Planning for Raw Material Inventory Control , Revista Técnica "energía": Vol. 22 No. 2 (2026): Revista Técnica "energía", Edición No. 22 ISSUE II
- Wilson Brito, Santiago Chamba, Diego Echeverría, Aharon De La Torre, David Panchi, Parameter Identification, Validation and Tunning of Speed Regulator Tool Using Heuristic Optimization Algorithms , Revista Técnica "energía": Vol. 20 No. 2 (2024): Revista Técnica "energía", Edición No. 20, ISSUE II
- Edison Novoa, Gabriel Salazar Yépez, Eliana Buitrón, Gabriel Salazar Pérez, Methodological Proposal for Targeting Electric Subsidy "Tarifa De La Dignidad" in Residential Users of the Electric Companies of Ecuador , Revista Técnica "energía": Vol. 20 No. 1 (2023): Revista Técnica "energía", Edición No. 20, ISSUE I
- Carlos Lozada, David Panchi, Wilson Sánchez, Andrés Jacho, Linear Regression for the Identification of the Maximum Power Point in Hybrid Microgrids Implemented in HYPERSIM , Revista Técnica "energía": Vol. 20 No. 2 (2024): Revista Técnica "energía", Edición No. 20, ISSUE II
1-10 of 98
Next
You may also start an advanced similarity search for this article.
Most read articles by the same author(s)
- Edy Ayala, Nuclear Fission Reactor Generations Safety Evolution Analysis , Revista Técnica "energía": Vol. 15 No. 2 (2019): Revista Técnica "energía", Edición No. 15
- Cristopher Izquierdo, Braulio Pezantes, Edy Ayala, Prediction of the Optimal Dosage of Poly Aluminum Chloride for Coagulation in Drinking Water Treatment using Artificial Neural Networks , Revista Técnica "energía": Vol. 20 No. 1 (2023): Revista Técnica "energía", Edición No. 20, ISSUE I
- Adrián Pozo , Edy Ayala, Silvio Simani, Eduardo Muñoz, Indirect Speed Control Strategy for Maximum Power Point Tracking of the DFIG Wind Turbine System , Revista Técnica "energía": Vol. 17 No. 2 (2021): Revista Técnica "energía", Edición No. 17, ISSUE II
- Eduardo Muñoz , Edy Ayala, Nicolás Pozo, Fuzzy PI Control Strategy to Doubly Fed Induction Wind Turbine for Power Maximization in Presence of Disturbances , Revista Técnica "energía": Vol. 18 No. 1 (2021): Revista Técnica "energía", Edición No. 18, ISSUE I
- Adrián Pozo , Eduardo Muñoz, Edy Ayala, Direct Speed Control of a 9 MW DFIG Wind Turbine , Revista Técnica "energía": Vol. 18 No. 1 (2021): Revista Técnica "energía", Edición No. 18, ISSUE I
The purpose of this paper is to present a modular system that acquires data from various machines used in an express mechanical workshop. These data are classified and processed using artificial intelligence and IoT (internet of things), enabling the creation of predictive maintenance plans and operational schemes. This approach helps reduce operational costs, maintenance expenses, and energy consumption throughout the process
Article visits 2065 | PDF visits 461
Downloads
Download data is not yet available.
- J. C. Cruz y A. M. Garcia, "Machine Learning for Predictive Maintenance to Enhance Energy Efficiency in Industrial Operations," Information Technology Engineering Journals (ITEJ), vol. 9, no. 1, pp. 15–22, 2024
- F. Artkin, "Applications of Artificial Intelligence in Mechanical Engineering," European Journal of Science and Technology, vol. 45, pp. 159–163, 2022.
- J. H. Rodríguez Ovalle y L. M. Dávila García, “Gestión del mantenimiento automotriz: Un acercamiento al mantenimiento preventivo 4.0 y los carros conectados,” Escuela Colombiana de Ingeniería Julio Garavito, 2020. Disponible en: https://catalogo.escuelaing.edu.co.
- “CDPA: Centro de Desarrollo Productivo de Mantenimiento Automotriz Estrategia para la competitividad de la microempresa,” Revista Científica de la Universidad del Norte, 2020. Disponible en: https://rcientificas.uninorte.edu.co.
- K. D. P. Mariano, F. L. N. Almada, y M. A. Dutra, "Smart Air Quality Monitoring for Automotive Workshop Environments," Institute of Informatics – Federal University of Goiás (UFG), Goiânia – GO, Brazil, 2024.
- A. Petrov y I. Novak, "Optimization of Industrial Energy Efficiency Through the Application of Advanced Process Control, Monitoring Technologies, and Predictive Maintenance," Eigenpub Review of Science and Technology, vol. 6, no. 1, pp. 1–10, 2022.
- M. Soori, F. K. Ghaleh Jough, R. Dastres, y B. Arezoo, "AI-Based Decision Support Systems in Industry 4.0, A Review," Journal of Economy and Technology, 2024.
- T. Yamamoto, H. Hayama, T. Hayashi, y T. Mori, "Automatic Energy-Saving Operations System Using Robotic Process Automation," Energies, vol. 13, no. 2342, pp. 1–14, 2020.
- S. Thomas, A. O. Philip, y N. Vishwanath, "ML Based Data Driven Energy Centered Predictive Maintenance," Proceedings of the Second International Conference on Edge Computing and Applications (ICECAA 2023), vol. 2, pp. 994–1003, 2023.
- A. P., N. Chouhan, G. A. Chandhok, D. Sugumaran, U. Aswal, and S. A., “Empowering IoT Devices with Energy-Efficient AI and Machine Learning,” 2024 International Conference on Circuit Power and Computing Technologies (ICCPCT), DOI: 10.1109/ICCPCT61902.2024.10672916.
- S. Gennitsaris et al., "Energy Efficiency Management in Small and Medium-Sized Enterprises: Current Situation, Case Studies and Best Practices," Sustainability, vol. 15, no. 3727, pp. 1–26, 2023. [11] J. O. Williams, “Narrow-band analyzer,” Ph.D. dissertation, Dept. Elect. Eng., Harvard Univ., Cambridge, MA, 1993.
Periodicity
Biannual: Publications in January and July
Indexada en
Ebsco
Google Académico
Scielo
Doaj
Oaji
Latindex
Researchbib
Miar
DOI
Crossref
Europub
I2or
Redib
Redes Sociales
Miembros Comité Editorial
