Personal profile
Research Interests
This researcher’s work centers on advancing power systems stability, reliability, and efficiency through advanced control, optimization, and data-driven techniques. Across publications, the core focus is on mitigating transient and subsynchronous oscillations, enhancing voltage stability, and reducing losses in transmission and distribution networks. Methodologies frequently combine equipment-based solutions (STATCOMs, SVCs, D-STATCOM, SSSC), advanced modulation and control schemes (SHE-PWM, SVPWM, HHT, EMD, neural networks), and optimization frameworks (MILP, GA, PSO, DNNs, hyper-heuristics) with real-time or near-real-time considerations. Several works emphasize practical applicability: benchmarking on IEEE test systems (14, 30, 33, 39, 118 buses), integration with SCADA/IoT contexts, and alignment with standards for power quality (IEEE 1159, IEC flicker). The impact lies in improved voltage profiles, reduced harmonic distortion, enhanced resilience against contingencies, and decision-support tools for planning and operation in smart grids and renewable-dominated networks. Research also extends to data analytics, forecasting, and bibliometric analyses to guide policy and research directions. Overall, the profile reflects a rigorous, multidisciplinary approach to modern electric power infrastructure with significant emphasis on reliability, quality of supply, and intelligent control.
Key Topics:
- Power Systems, Renewable Energy & Microgrids
- Control Systems, Automation & Industrial Control (SCADA/PLC)
- Optimization, Operations Research & Decision Support
- Smart Grids, IoT, Edge/Fog & Industry 4.0
- Artificial Intelligence, Machine Learning & Data Science
- Standards, Validation, Benchmarks & Measurement Best-Practice
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
Collaborations and top research areas from the last five years
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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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Short- and Medium-Term Electricity Demand Forecasting Using Time Series Techniques and Optimization Heuristics
24/10/22 → 25/10/23
Project: Research and Development
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Maximum Power Point Tracking (MPPT) Model in Photovoltaic Generation System Considering Microgrids
16/04/21 → 31/12/21
Project: Research and Development
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Coordination of Electrical Protections After Switching of Cutting and Sectioning Equipment
Ruiz Maldonado, M. G. (Col), Barrera Singaña, C. A. (Col), Valenzuela Santillán, A. D. (PI), Pillajo Garcia, E. G. (Student), Jaramillo Monge, M. D. (Col), Becerra Sotalin, S. G. (Student) & Herrera Garces, E. M. (Student)
3/04/20 → 3/04/21
Project: Research and Development
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Persistence-Based Identification of Structurally Critical Transmission Lines Under N − 1 Contingencies
Jaramillo, M., Carrión, D., Barrera Singaña, C., Tipán, L., Perdikos, F. & González, J., Feb 2026, In: Energies. 19, 4, 956.Research output: Contribution to journal › Article › peer-review
Open Access -
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 Access3 Link opens in a new tab Scopus citations -
A Data-Driven Approach to Voltage Stability Support via FVSI-Based Distributed Generator Placement in Contingency Scenarios
Jaramillo, M., Carrión, D., Perdikos, F. & Tipan, L., May 2025, In: Energies. 18, 10, 2466.Research output: Contribution to journal › Article › peer-review
Open Access5 Link opens in a new tab Scopus citations -
An Intelligent Framework for Multiscale Detection of Power System Events Using Hilbert–Huang Decomposition and Neural Classifiers
Vasquez, J., Jaramillo, M. & Carrión, D., Jun 2025, In: Applied Sciences (Switzerland). 15, 12, 6404.Research output: Contribution to journal › Article › peer-review
Open Access3 Link opens in a new tab Scopus citations -
Dynamic Analysis of Transient Stability in Power Systems After Optimal Transmission Switching
Pineda, J., Carrión, D. & Jaramillo, M., 2025, Systems, Smart Technologies, and Innovation for Society - Proceedings of CITIS 2024. Inga Ortega, E. M., Robles-Bykbaev, V. E., García Herranz, N. & Gallego Diaz, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 384-394 11 p. (Lecture Notes in Networks and Systems; vol. 1331 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access