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Thiago Ramos Fernandes
Thiago Ramos FernandesElectrical Engineering
Toronto Metropolitan University · Canada
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About

I am a Postdoctoral Research Fellow specializing in power systems, energy analytics, battery energy storage systems (BESS), optimization, and forecasting for electric power system applications. My research focuses on the development of mathematical models, data-driven methodologies, and decision-support tools that support the transition toward distributed, clean, and intelligent energy systems.

My work spans several areas of modern power systems, including distribution system operation and planning, power system state estimation, grid analytics, energy forecasting, and the application of machine learning techniques to energy challenges. Throughout my career, I have collaborated with utilities and industry partners on projects involving battery energy storage scheduling, distributed energy resource (DER) coordination, demand response, and utility business transformation initiatives.

I hold a Ph.D. in Electrical Engineering from the University of Campinas (Brazil), which included a research stay at Toronto Metropolitan University (Canada). My doctoral research focused on three-phase state estimation and its applications to distribution systems.

I am particularly interested in interdisciplinary collaborations at the intersection of power systems, optimization, artificial intelligence, and the economics of the energy transition and grid modernization.

Research keywords
Power SystemsPower flow calculationPower system state estimation
Publications6
An Optimization‐Based Line‐Wise Approach for Accurate Radial Distribution System State Estimation
IET Generation, Transmission & Distribution · 2025
Distribution System Topology Identification via Efficient MILP-Based WLAV State Estimation
IEEE Transactions on Power Systems · 2023
Return on Investment Evaluation and Optimal Sizing of Behind-the-Meter Battery Energy Storage Systems in Large Commercial Buildings in Ontario
2022 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE) · 2022
Symmetrical Components Based State Estimator for Power Distribution Systems
IEEE Transactions on Power Systems · 2021
Contributions to the sequence‐decoupling compensation power flow method for distribution system analysis
IET Generation, Transmission & Distribution · 2019
Specifying angular reference for three‐phase distribution system state estimators
IET Generation, Transmission & Distribution · 2018
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