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math.OC2024
A Global Solution Algorithm for AC Optimal Power Flow through Linear Constrained Quadratic Programming
Masoud Barati
We formulate the Alternating Current Optimal Power Flow Problem (ACOPF) as a Linear Constrained Quadratic Program (LCQP) with many negative eigenvalues () and linear constraints…
math.OC2024
Synergizing Machine Learning with ACOPF: A Comprehensive Overview
Meng Zhao, Masoud Barati
Alternative current optimal power flow (ACOPF) problems have been studied for over fifty years, and yet the development of an optimal algorithm to solve them remains a hot and chal…
math.OC2024
Enhancing ACPF Analysis: Integrating Newton-Raphson Method with Gradient Descent and Computational Graphs
Masoud Barati
This paper presents a new method for enhancing Alternating Current Power Flow (ACPF) analysis. The method integrates the Newton-Raphson (NR) method with Enhanced-Gradient Descent (…