Projects per year
Personal profile
Research Interests
The research focuses on the intersection of industrial automation, advanced control systems, and sustainable technology. A significant portion of the work involves the application of artificial intelligence and computer vision to optimize industrial processes, including the deployment of hybrid machine learning models for environmental monitoring and real-time alerting, as well as the implementation of deep learning architectures for quality control and logistics automation in manufacturing. Furthermore, the research addresses critical challenges in electrical engineering, specifically through the simulation and experimental validation of grounding systems, dielectric breakdown in medium-voltage switchgear, and the performance assessment of building-integrated photovoltaic systems. Beyond industrial applications, the work extends to agricultural innovation, where intelligent control systems are utilized to optimize organic hydroponic production through precise nutrient and water recirculation management. Finally, the research emphasizes pedagogical advancement by developing portable, PLC-based didactic modules that bridge the gap between theoretical engineering education and practical industrial requirements, ensuring that modern automation technologies are effectively integrated into academic and professional training environments.
Key Topics:
- Industrial Automation and Control Systems
- Artificial Intelligence and Computer Vision
- Electrical Power Systems and Grounding
- Sustainable Energy and Photovoltaics
- Precision Agriculture and Hydroponics
- Engineering Education and Didactic Modules
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 2 Zero Hunger
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SDG 3 Good Health and Well-being
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SDG 7 Affordable and Clean Energy
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SDG 13 Climate Action
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SDG 17 Partnerships for the Goals
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Collaborations and top research areas from the last five years
Projects
- 1 Finished
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Predictive control strategies for industrial processes
Parra Rosero, P. G. (PI), Vega Ureta, N. T. (Col) & Martiillo Ayala, D. H. (External)
19/05/15 → 23/03/18
Project: Research and Development
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AI-Based Virtual Assistant for Solar Radiation Prediction and Improvement of Sustainable Energy Systems
Gavilánez, T., Zamora, N., Navarrete, J., Vega, N. & Vergara, G., Oct 2025, In: Sustainability (Switzerland). 17, 19, 8909.Research output: Contribution to journal › Article › peer-review
Open Access -
Experimental Evaluation of Oxygen and Dissolved Solids Levels in Hydroponic Crops Using Organic Nutrients as a Function of the Number of Daily Recirculations
Vega, N., Zamora, N., Tigse, A., Chacón, J. & Vega, A., Aug 2025, In: Sustainability (Switzerland). 17, 16, 7484.Research output: Contribution to journal › Article › peer-review
Open Access -
Application of a Neural Network to Feed Bag Tag Detection Systems
Loaiza, L., Villota, W., Penaranda, V., Cardenas, M. & Vega, N., 2024, 2024 IEEE International Conference on Automation/26th Congress of the Chilean Association of Automatic Control, ICA-ACCA 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE International Conference on Automation/26th Congress of the Chilean Association of Automatic Control, ICA-ACCA 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Experimentation of Electrical Disruption in Medium Voltage Switchgear
Vega, N., Zamora, N., Cardenas, D., Villagomez, G., Penaranda, V. & Parra, P., 2024, 2024 IEEE International Conference on Automation/26th Congress of the Chilean Association of Automatic Control, ICA-ACCA 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE International Conference on Automation/26th Congress of the Chilean Association of Automatic Control, ICA-ACCA 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Analysis of the energy production of photovoltaic facades integrated in BIPV buildings
Vera, K., Salvatierra, J., Lata-García, J. & Vega, N., 2023, In: Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology.Research output: Contribution to journal › Conference article › peer-review
2 Link opens in a new tab Scopus citations
Press/Media
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Reports Outline Sustainable Energy Study Results from Salesian Polytechnic University (Ai-based Virtual Assistant for Solar Radiation Prediction and Improvement of Sustainable Energy Systems)
12/11/25
1 item of Media coverage
Press/Media: Press / Media
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Researchers from Salesian Polytechnic University Report New Studies and Findings in the Area of Chemicals and Chemistry (Experimental Evaluation of Oxygen and Dissolved Solids Levels In Hydroponic Crops Using Organic Nutrients As a Function of ...)
23/09/25
1 item of Media coverage
Press/Media: Press / Media