Personal profile
Research Interests
Across diverse applications, the author’s work centers on integrating intelligent control, IoT and data-driven methods to advance precision agriculture, urban digital transformation, smart grids, and reliable networked services. The abstracts reveal a coherent pattern: (1) deploying real-world, low-cost sensing and control solutions (fuzzy IoT controllers for high-altitude NFT hydroponics; MPPT-based PV irradiance estimation; real-time PAC fault detection) to enhance efficiency and resilience; (2) leveraging AI, ML, data analytics and digital twins to support smart city management, urban water systems and urban sensing; (3) examining economic and organizational dimensions of emerging technologies (business models for fog computing, IT platforms for CPE management, and IT-enabled road safety education); and (4) addressing security, interoperability and standards in IoT/edge environments, including semantic ontologies and blockchain-inspired governance. Methodologies span SLRs, experimental validation on low-cost hardware, real-time data processing, ML classifiers, optimization, and systematic literature reviews, all aimed at scalable, replicable, and cost-effective solutions for agriculture, urban infrastructure, energy, and telecommunications. The overarching impact lies in demonstrating practical viability of affordable, edge-enabled intelligent systems to improve productivity, urban resilience, safety, and decision-making, while contributing to foundational knowledge on DT, fog/edge architectures, and scalable IoT ecosystems.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 6 Clean Water and Sanitation -
SDG 7 Affordable and Clean Energy -
SDG 8 Decent Work and Economic Growth -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production -
SDG 16 Peace, Justice and Strong Institutions -
SDG 17 Partnerships for the Goals
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Collaborations and top research areas from the last five years
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Ecuador open dataset for autonomous vehicles (EOD-AV)
Sacoto Cabrera, E. J. (Col)
5/01/26 → …
Project: Research and Development
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Analysis of Simulated Environments for Clustering and Microservice Management for IoT Edge and Fog Computing Networks
Leon Paredes, G. A. (Col), Bravo Quezada, O. G. (Col), Sacoto Cabrera, E. J. (PI), Verdugo Romero, W. E. (Col) & Verdugo Cabrera, A. D. C. (External)
26/09/24 → …
Project: Research and Development
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Smart University Campus as a Prototype towards the Intelligent and Sustainable City under Principles of Metagovernance
Sacoto Cabrera, E. J. (Col), Huerta, M. (Col) & Alvarez Mendoza, C. I. (PI)
25/05/23 → …
Project: Research and Development
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Analysis and Design of Maturity Models to Measure Digital Transformation and Implementation of a Digital Transformation Observatory
Sacoto Cabrera, E. J. (PI), Uyaguari Cabrera, P. E. (Student) & Espinoza Zuña, C. M. (Student)
29/04/21 → …
Project: Research and Development
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Development and Implementation of a Multiuser and Multicompany Platform for the Management, Administration, and Analysis of Data from Internet Service Provider (ISP) End Devices, Using the TR-069 Protocol
Leon Paredes, G. A. (Col), Bravo Quezada, O. G. (Col) & Sacoto Cabrera, E. J. (PI)
21/05/24 → 21/11/24
Project: Research and Development
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3D Digital Twin-Driven LoRaWAN Gateway Placement Using Memetic Optimization and K-Coverage Network Health Metrics
Acurio Maldonado, S., Sacoto Cabrera, E. J., Meneses Torres, E., Huerta, M. K. & Ordóñez Morales, E., Apr 2026, In: Future Internet. 18, 4, 193.Research output: Contribution to journal › Article › peer-review
Open Access -
Advancements in Urban Water Consumption Management: A Review of Digital Transformation Through Smart Meters, Management Platforms, and Artificial Intelligence
Sacoto Cabrera, E. J. & Pérez-Torres, A., 2026, Proceedings of the International Conference on Computer Science, Electronics and Industrial Engineering, CSEI 2024 - Volume 1: Innovative Approaches in AI, IoT, and Software Systems. Garcia, M. V., Reyes, J.-P., Nuñez, C. & Gordón-Gallegos, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 663-680 18 p. (Lecture Notes in Networks and Systems; vol. 1516 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Analysis of the Consensual Pupillary Reflex Using Blue LED Step Light and Automated Image Segmentation
Torres Centeno, E. R., Sacoto Cabrera, E. J., Coaquira Castillo, R. J., Utrilla Mego, L. W., Castillo Guevara, M. A., Concha Ramos, Y. & Moreno-Cardenas, E., Mar 2026, In: Computers. 15, 3, 160.Research output: Contribution to journal › Article › peer-review
Open Access -
An Unified Multi-platform IoT Architecture Leveraging gRPC for Seamless Integration of LoRaWAN, MQTT, and HTTP Protocols
Sacoto-Cabrera, E. J., Chuchuca, G., Yupanki, M., Martínez-Ledesma, J. & Reyes, J., 2026, Smart Technologies, Systems and Applications - 4th International Conference, SmartTech-IC 2024, Revised Selected Papers. Narváez, F. R., Villa, M. N. & Díaz, G. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 48-61 14 p. (Communications in Computer and Information Science; vol. 2392 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Deep Reinforcement Learning-Based Intelligent Water Level Control: From Simulation to Embedded Implementation
Cusihuallpa Huamanttupa, K., Sacoto Cabrera, E. J., Coaquira Castillo, R. J., Utrilla Mego, L. W., Herrera Levano, J. C., Concha Ramos, Y. & Moreno Cardenas, E., Jan 2026, In: Sensors. 26, 1, 245.Research output: Contribution to journal › Article › peer-review
Open Access2 Link opens in a new tab Scopus citations
Press/Media
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Researchers from Universidad Nacional de San Antonio Abad del Cusco Report on Findings in Sensor Research (Deep Reinforcement Learning-Based Intelligent Water Level Control: From Simulation to Embedded Implementation)
Sacoto Cabrera, E. J. & Zambrano Abad, J. C.
27/01/26
1 item of Media coverage
Press/Media: Press / Media
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Universidad Nacional de San Antonio Abad del Cusco Researchers Highlight Research in Machine Learning (Data-Driven Fault Detection and Diagnosis in Cooling Units Using Sensor-Based Machine Learning Classification)
Sacoto Cabrera, E. J. & Zambrano Abad, J. C.
3/07/25
1 item of Media coverage
Press/Media: Press / Media
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New Electronics Findings Has Been Reported by Investigators at Polytechnic University of Valencia (Prototype Design for Irradiance Estimation Using Closed-form Models and an Optimized Mppt Ic Algorithm)
Sacoto Cabrera, E. J. & Zambrano Abad, J. C.
21/05/25
1 item of Media coverage
Press/Media: Press / Media
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Research on Electronics Detailed by a Researcher at Technical University Valencia (TU Valencia) (Integrating IoT and Image Processing for Crop Monitoring: A LoRa-Based Solution for Citrus Pest Detection)
31/12/24
1 item of Media coverage
Press/Media: Press / Media