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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

Agent-based modeling for trading wind power with uncertainty in the day-ahead wholesale electricity markets of single-sided auctions

TL;DR: It is verified that increasing wind penetration level within the investigation range can help reduce the market clearing price and demonstrated that agent-based simulation is a viable modeling tool which can provide realistic insights for the complex interactions among different market participants and various market factors.
Journal ArticleDOI

Data-Driven Power Flow Linearization: A Regression Approach

TL;DR: In this article, a linearized power flow model through a data-driven approach is proposed to address data collinearity and avoid overfitting, and the proposed approach is tested on a series of IEEE standard cases, including both meshed transmission grids and radial distribution grids, with both Monte Carlo simulated data and public testing data.
Journal ArticleDOI

Techno-Economic Assessment of Voltage Control Strategies in Low Voltage Grids

TL;DR: A methodology for assessing the technical potential and economic potential of autonomous voltage control strategies to increase the hosting capacity of low voltage grids and a coordinated control approach, using the reactive power capabilities of the inverters as well as the on-load tap changer are presented.
Posted Content

Application of the Moment-SOS Approach to Global Optimization of the OPF Problem

TL;DR: In this article, a moment-sos (sum-of-squares) approach is proposed to find a global solution to the optimal power flow (OPF) problem at the cost of higher runtime.
Journal ArticleDOI

Open Data in Power Grid Modelling: New Approaches Towards Transparent Grid Models

TL;DR: Two recent approaches developed to build electrical transmission network models using openly available data sources are presented and discussed and offer a unique opportunity to increase transparency, comparability and reproducibility of results in energy system modelling.
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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