Projects per year
Personal profile
Research Interests
Recent research:
The research focuses on advancing the stability, reliability, and efficiency of modern electrical power systems through advanced optimization and computational modeling. A significant portion of the work addresses voltage stability and power quality, utilizing innovative indices and artificial intelligence to optimize the placement and sizing of distributed generation, reactive power compensation (SVC, D-STATCOM), and flexible AC transmission systems (FACTS). The methodology integrates mixed-integer nonlinear programming (MINLP) and heuristic algorithms to solve complex operational challenges, including contingency management, transmission expansion planning, and optimal power flow under stochastic conditions. Furthermore, the research explores the integration of renewable energy sources and virtual power plants, emphasizing the development of resilient, weather-aware frameworks for reliability assessment. Advanced data analytics, including machine learning and bibliometric analysis, are employed to monitor system performance, predict demand, and enhance grid observability through optimal PMU deployment. The work also contributes to the development of control strategies for microgrids and demand-side management, ensuring robust operation against physical and cybernetic threats while facilitating the transition toward smarter, more sustainable energy infrastructures.
Key Topics:
The research focuses on advancing the stability, reliability, and efficiency of modern electrical power systems through advanced optimization and computational modeling. A significant portion of the work addresses voltage stability and power quality, utilizing innovative indices and artificial intelligence to optimize the placement and sizing of distributed generation, reactive power compensation (SVC, D-STATCOM), and flexible AC transmission systems (FACTS). The methodology integrates mixed-integer nonlinear programming (MINLP) and heuristic algorithms to solve complex operational challenges, including contingency management, transmission expansion planning, and optimal power flow under stochastic conditions. Furthermore, the research explores the integration of renewable energy sources and virtual power plants, emphasizing the development of resilient, weather-aware frameworks for reliability assessment. Advanced data analytics, including machine learning and bibliometric analysis, are employed to monitor system performance, predict demand, and enhance grid observability through optimal PMU deployment. The work also contributes to the development of control strategies for microgrids and demand-side management, ensuring robust operation against physical and cybernetic threats while facilitating the transition toward smarter, more sustainable energy infrastructures.
Key Topics:
- Voltage stability and power quality assessment
- Optimal power flow and system optimization
- Contingency analysis and grid resilience
- Distributed generation and renewable energy integration
- Artificial intelligence and machine learning in power systems
- Transmission expansion planning and network topology
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 7 Affordable and Clean Energy -
SDG 11 Sustainable Cities and Communities -
SDG 13 Climate Action -
SDG 17 Partnerships for the Goals
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Platform for operational decision-making in power systems based on optimization and real-time data
15/04/26 → …
Project: Research and Development
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International Interdisciplinary Congress of Social Sciences (CIICIS – 2026)
Carrion Galarza, D. F. (Col), Unda Lara, C. R. (Col), Ramirez Soasti, M. D. C. (Col), Alvarez Torres, C. R. (Col), Plaza Trujillo, M. E. (Col), Andrade Martinez, C. M. (Col), Rodas Soto, B. I. (Col), Guarderas Albuja, M. D. L. P. (Col), Uribe Taborda, S. F. (Col), Sanchez Montoya, R. M. (Col), Medranda Morales, N. J. (PI), Aguiar Mariño, N. L. (Col), Falceri, L. (Col), Robles Bykbaev, Z. Y. (Col), Garces Velasquez, L. F. (Col), Torres Toukoumidis, A. L. (Col), Castillo Astudillo, L. M. (Col), Rosero Ortega, R. C. (Col), Escobar Tiban, H. A. (Col), Moreno Andrade, R. E. (Col), Vasquez Astudillo, S. A. (Student), Ramon Pauta, R. E. (Student), Gomez Cadena, I. Y. (Student), Melo Pozo, N. E. (Student), Castellanos Cordova, M. S. (Student), Rivera Rengel, D. (External), Suing Ruiz, A. R. (External), Chavero, P. (External), Escandón, P. (External) & Isabel Ramos, I. R. (External)
1/12/25 → …
Project: Research and Development
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Methodology for Valuing the Implementation of Photovoltaic Plants for Self-Consumption
Calle Siguencia, J. I. (Col), Garcia Torres, E. M. (Col), Carrion Galarza, D. F. (Col), Serrano Guerrero, J. X. (PI), Peralta Sevilla, A. G. (Col), Rojas Espinoza, J. L. (Col), Barragan Escandon, E. A. (Col), Erazo Garzon, J. F. (Col) & Sanchez Poma, P. E. (Col)
30/01/25 → …
Project: Research and Development
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Integration of Artificial Intelligence in the Planning, Operation, and Protection of Electric Power Systems
Carrion Galarza, D. F. (PI), Guanochanga Portilla, E. O. (Student), Orbea Leon, D. F. (Student), Pedraza Moromenacho, J. L. (Student), Romero Carrion, D. P. (Student), Salazar Alvarez, J. A. (Student) & Pineda Guaman, J. A. (Student)
12/04/24 → …
Project: Research and Development
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Development of Strategies for the Optimal Identification of Stability Margins in Electric Power Systems Based on Voltage Indicator Analysis
Carrion Galarza, D. F. (PI), Rivera Ruiz, F. F. (Student), Jativa Rivadeneira, D. H. (Student), Guanochanga Portilla, E. O. (Student), Orbea Leon, D. F. (Student) & Pedraza Moromenacho, J. L. (Student)
1/08/23 → 18/12/23
Project: Research and Development
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A Contingency-Aware Sensitivity-Based Framework for Sustainable Shunt Compensation Planning in Transmission Systems Under N–1 Security Constraints
Mollocana, J., Carrión, D. & Jaramillo, M., May 2026, In: Sustainability (Switzerland). 18, 10, 5162.Research output: Contribution to journal › Article › peer-review
Open Access -
AI-Driven Load and Net-Load Forecasting in Renewable-Rich and Electric-Vehicle-Intensive Power Systems: An Evidence-Mapping Review
Jaramillo, M. & Carrión, D., Jun 2026, In: Energies. 19, 11, 2571.Research output: Contribution to journal › Review article › peer-review
Open Access -
Feeder-Aware Coordination of Buildings, EVs, and DERs in Smart Cities: A Systematic Review of AI-, Digital-Twin-, and Interoperability-Enabled Approaches
Jaramillo, M. D., Carrión, D. & Aguila Téllez, A., May 2026, In: Smart Cities. 9, 5, 87.Research output: Contribution to journal › Review article › peer-review
Open Access -
Hybrid Transmission Schemes for Enhancing Static Voltage Stability in Power Systems Under Variable Operating Conditions
Valdez, J. & Carrión, D., Jan 2026, In: Energies. 19, 1, 3.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Scopus citations -
Innovación educativa sustentada en el aprendizaje experimental para fortalecer el pensamiento crítico en contextos formativos
Translated title of the contribution :Educational Innovation Based on Experiential Learning to Strengthen Critical Thinking in Formative Contexts Research output: Chapter in Book/Report/Conference proceeding › Chapter
Press/Media
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Researchers from Electrical Engineering Department Report Details of New Studies and Findings in the Area of Sustainability Research (A Contingency-aware Sensitivity-based Framework for Sustainable Shunt Compensation Planning In Transmission ...)
Carrion Galarza, D. F. & Jaramillo Monge, M. D.
26/06/26
1 item of Media coverage
Press/Media: Press / Media
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Study Findings on Civil Engineering Published by Researchers at Salesian Polytechnic University (Feeder-Aware Coordination of Buildings, EVs, and DERs in Smart Cities: A Systematic Review of AI-, Digital-Twin-, and Interoperability-Enabled ...)
Aguila Tellez, A., Carrion Galarza, D. F. & Jaramillo Monge, M. D.
4/06/26
1 item of Media coverage
Press/Media: Press / Media
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Researchers from Salesian Polytechnic University Publish Research in Electrical Power and Energy Systems [Unified Loadability Quality Factor (ULQF): A bounded and interpretable voltage stability index]
Carrion Galarza, D. F. & Jaramillo Monge, M. D.
10/12/25
1 item of Media coverage
Press/Media: 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., Jaramillo Monge, M. D. & Tipan Vergara, L. F.
7/07/25
1 item of Media coverage
Press/Media: Press / Media
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Study Results from Salesian Polytechnic University Update Understanding of Applied Sciences (An Intelligent Framework for Multiscale Detection of Power System Events Using Hilbert-Huang Decomposition and Neural Classifiers)
Carrion Galarza, D. F. & Jaramillo Monge, M. D.
4/07/25
1 item of Media coverage
Press/Media: Press / Media