Personal profile
Research Interests
This body of work integrates advanced optimization, control, and data-driven techniques to enhance power systems with a strong emphasis on renewable energy integration, reliability, and efficiency. Across publications, the researcher advances: (1) bibliometric and foresight analysis of digital innovations in renewable-energy–oriented grids, highlighting AI, IoT, data analytics, and blockchain as key enablers for sustainable infrastructures; (2) contingency-aware distribution restoration using genetic algorithms to maximize restored load while preserving radial topology and voltage limits; (3) short-term economic dispatch in hydro-thermal-hybrid systems under resource constraints, employing Monte Carlo simulations and differential evolution to manage stochastic renewables; (4) investment-oriented market segmentation for distributed generation under regulatory frameworks, using profitability metrics (IRR, BCR) to identify viable residential customers for PV adoption; (5) network reconfiguration, state estimation, and harmonic mitigation through heuristic, metaheuristic, and data-driven models (including DC state estimation with Chi-Square, improved PSO, and unified active power filters) to improve voltage profiles, reduce losses, and meet standards; (6) location and sizing of reactive compensation and energy-storage investments (SVC, BESS) using neural networks and metaheuristics to ensure voltage stability and loss reduction under contingencies; and (7) deployment of intelligent controllers (ANNs, DNNs) for optimal siting of series compensators (SSSC) and reactive devices in transmission networks. The methods consistently combine MATLAB/Simulink, DIgSILENT PowerFactory, MATPOWER, and Monte Carlo simulations, delivering actionable insights for policymakers, planners, and operators. The impact lies in advancing practical, scalable solutions for resilient, low-emission power systems with clear implications for grid modernization, regulatory policy, and investment planning.
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 6 Clean Water and Sanitation
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SDG 7 Affordable and Clean Energy
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SDG 12 Responsible Consumption and Production
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SDG 13 Climate Action
Collaborations and top research areas from the last five years
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Evaluation of the Impact of Nonlinear Loads on Power Quality to Optimize Microgrid Performance
Muñoz Pilco, J. P. (PI), Tipan Vergara, L. F. (Col), Toctaguano German, A. S. (Student), Calvachi Caiza, N. F. (Student) & Paillacho Aingla, D. F. (Student)
30/05/25 → …
Project: Research and Development
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Optimization of Electrical Consumption in the Laboratories of the Universidad Politécnica Salesiana South Campus Through the Implementation of a Microgrid with Forecasting Adjusted to Renewable Resource Availability
Garcia Torres, E. M. (Col), Aguila Tellez, A. (Col), Muñoz Pilco, J. P. (Col), Jaramillo Monge, M. D. (PI), Tipan Vergara, L. F. (Col), Mullo Trujillo, D. A. (Student) & Vela Palaquibay, K. J. (Student)
12/04/24 → …
Project: Research and Development
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Automatic Coordination of Protections in Electric Power Systems against Natural Disasters and/or Terrorist Attacks
Barrera Singaña, C. A. (Col), Valenzuela Santillán, A. D. (PI), Muñoz Pilco, J. P. (Col), Leiva Pazmiño, G. R. (Student) & Caviedes Correa, S. A. (Student)
22/01/18 → 31/12/18
Project: Research and Development
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A Bibliometric Assessment of AI, IoT, Blockchain, and Big Data in Renewable Energy-Oriented Power Systems
Jaramillo, M., Carrión, D., Muñoz, J. & Tipán, L., Jun 2025, In: Energies. 18, 12, 3067.Research output: Contribution to journal › Review article › peer-review
Open Access4 Link opens in a new tab Scopus citations -
Economic Dispatch in Electrical Systems with Hybrid Generation Using the Differential Evolution Algorithm: A Comparative Analysis with Other Optimization Techniques Under Energy Limitation Scenarios
Cadena-Albuja, J., Barrera-Singaña, C., Arcos, H. & Muñoz, J., Jul 2025, In: Energies. 18, 13, 3414.Research output: Contribution to journal › Article › peer-review
Open Access3 Link opens in a new tab Scopus citations -
Life Cycle Assessment and Capitalized Cost of Transformer Overload: A Multi-Regional Study in Ecuador †
Ramírez, J. D., Muñoz, J. P., Muñoz, D. & Menéndez, O., 2025, In: Engineering Proceedings. 115, 1, 16.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Scopus citations -
Optimal Placement of Active Full-Range AC Filters for Harmonic Distortion Reduction Using Harris Hawks Optimization Algorithm
Vasquez, J., Tipan, L., Jaramillo, M. & Muñoz, J., 2025, 2025 9th International Conference on Electrical, Electronics and Information Engineering, ICEEIE 2025. Institute of Electrical and Electronics Engineers Inc., (2025 9th International Conference on Electrical, Electronics and Information Engineering, ICEEIE 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Potential Strategies to Promote Residential Distributed Photovoltaic Generation through Grid Parity Analysis: An Ecuadorian Study Case
Muñoz, J., Ramirez, J., Jaramillo, M. & Tipan, L., 2025, 2025 9th International Conference on Electrical, Electronics and Information Engineering, ICEEIE 2025. Institute of Electrical and Electronics Engineers Inc., (2025 9th International Conference on Electrical, Electronics and Information Engineering, ICEEIE 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Press/Media
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Research from Salesian Polytechnic University in Renewable Energy Provides New Insights (A Bibliometric Assessment of AI, IoT, Blockchain, and Big Data in Renewable Energy-Oriented Power Systems)
Muñoz Pilco, J. P. & Carrion Galarza, D. F.
7/07/25
1 item of Media coverage
Press/Media: Press / Media
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Studies from Salesian Polytechnic University in the Area of Algorithms Published (Resilient Distribution System Reconfiguration Based on Genetic Algorithms Considering Load Margin and Contingencies)
24/06/25
1 item of Media coverage
Press/Media: Press / Media
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Study Findings on Networks Published by Researchers at Salesian Polytechnic University (A Deep Neural Network as a Strategy for Optimal Sizing and Location of Reactive Compensation Considering Power Consumption Uncertainties)
Muñoz Pilco, J. P. & Carrion Galarza, D. F.
5/01/23
1 item of Media coverage
Press/Media: Press / Media