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Open AccessJournal ArticleDOI

MATPOWER: Steady-State Operations, Planning, and Analysis Tools for Power Systems Research and Education

TLDR
The details of the network modeling and problem formulations used by MATPOWER, including its extensible OPF architecture, are presented, which are used internally to implement several extensions to the standard OPF problem, including piece-wise linear cost functions, dispatchable loads, generator capability curves, and branch angle difference limits.
Abstract
MATPOWER is an open-source Matlab-based power system simulation package that provides a high-level set of power flow, optimal power flow (OPF), and other tools targeted toward researchers, educators, and students. The OPF architecture is designed to be extensible, making it easy to add user-defined variables, costs, and constraints to the standard OPF problem. This paper presents the details of the network modeling and problem formulations used by MATPOWER, including its extensible OPF architecture. This structure is used internally to implement several extensions to the standard OPF problem, including piece-wise linear cost functions, dispatchable loads, generator capability curves, and branch angle difference limits. Simulation results are presented for a number of test cases comparing the performance of several available OPF solvers and demonstrating MATPOWER's ability to solve large-scale AC and DC OPF problems.

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Journal ArticleDOI

Local Solutions of the Optimal Power Flow Problem

TL;DR: In this paper, local optima can occur because the feasible region is disconnected and/or because of nonlinearities in the constraints, and the standard local optimization techniques are shown to converge to these locally optimal solutions.
Journal ArticleDOI

A State-Independent Linear Power Flow Model With Accurate Estimation of Voltage Magnitude

TL;DR: This paper presents an in-depth analysis of the DLPF model with the purpose of accelerating its computation speed, leading to the fast DDLPF (FDLPF) model, which is state independent but is distinguished by its high accuracy in voltage magnitude.
Proceedings Article

BlackIoT: IoT botnet of high wattage devices can disrupt the power grid

TL;DR: This work reveals a new class of potential attacks on power grids called the Manipulation of demand via IoT (MadIoT) attacks that can leverage such a botnet in order to manipulate the power demand in the grid.
Journal ArticleDOI

Bilevel Model for Analyzing Coordinated Cyber-Physical Attacks on Power Systems

TL;DR: A proposed bilevel model is analyzed, which aims at identifying the most damaging and undetectable physical attacks constrained by attackers' total budget, and is solved by a rigorous two-stage solution approach.
Journal ArticleDOI

Barnacles Mating Optimizer: A new bio-inspired algorithm for solving engineering optimization problems

TL;DR: A novel bio-inspired optimization algorithm namely the Barnacles Mating Optimizer (BMO) algorithm to solve optimization problems that mimics the mating behaviour of barnacles in nature for solving optimization problems.
References
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Book

Power Generation, Operation, and Control

TL;DR: In this paper, the authors present a graduate-level text in electric power engineering as regards to planning, operating, and controlling large scale power generation and transmission systems, including characteristics of power generation units, transmission losses, generation with limited energy supply, control of generation, and power system security.
Book

Power generation

Journal ArticleDOI

Fast Decoupled Load Flow

TL;DR: This paper describes a simple, very reliable and extremely fast load-flow solution method that is attractive for accurate or approximate off-and on-line routine and contingency calculations for networks of any size, and can be implemented efficiently on computers with restrictive core-store capacities.
Journal ArticleDOI

Power Flow Solution by Newton's Method

TL;DR: The ac power flow problem can be solved efficiently by Newton's method because only five iterations, each equivalent to about seven of the widely used Gauss-Seidel method are required for an exact solution.
Journal ArticleDOI

An open source power system analysis toolbox

TL;DR: Basic features, algorithms, and a variety of case studies are presented in this paper to illustrate the capabilities of the presented tool and its suitability for educational and research purposes.
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