PowNet:一个用于大型电力系统分析的网络约束机组组合/经济调度模型

Q1 Social Sciences
A. Chowdhury, J. Kern, Thanh Duc Dang, S. Galelli
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引用次数: 10

摘要

PowNet是一个免费的建模工具,用于模拟大型电力系统的机组承诺/经济调度。PowNet是专门为具有可变可再生资源(如水电、太阳能和风能)的系统而设计的,其对电网的渗透受到气候变化的强烈影响,并受到输电能力可用性的限制。为了帮助用户有效地捕捉电力系统动力学的细微差别,PowNet配备了在大的空间和时间域上实现准确性、可转移性和计算效率的功能。具体而言,该模型(i)考虑了发电机组和输电网络的技术经济约束,(ii)可以很容易地与根据气候条件估计发电机组状态的模型相结合,以及(iii)明确包括进出口节点,这有助于表示跨境系统。PowNet是用Python实现的,并与任何标准优化求解器(例如,Gurobi、CPLEX)兼容。它的功能在柬埔寨电力系统上得到了展示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
PowNet: A Network-Constrained Unit Commitment/Economic Dispatch Model for Large-Scale Power Systems Analysis
PowNet is a free modelling tool for simulating the Unit Commitment/Economic Dispatch of large-scale power systems. PowNet is specifically conceived for systems characterized by the presence of variable renewable resources (e.g., hydropower, solar, and wind), whose penetration on the grid is strongly influenced by climatic variability and constrained by the availability of transmission capacity. To help users effectively capture the nuances of power system dynamics, PowNet is equipped with features that enable accuracy, transferability, and computational efficiency over large spatial and temporal domains. Specifically, the model (i) accounts for the techno-economic constraints of both generating units and transmission networks, (ii) can be easily coupled with models that estimate the status of generating units as a function of the climatic conditions, and (iii) explicitly includes import/export nodes, which are useful in representing cross-border systems. PowNet is implemented in Python and is compatible with any standard optimization solver (e.g., Gurobi, CPLEX). Its functionality is demonstrated on the Cambodian power system.
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来源期刊
Journal of Open Research Software
Journal of Open Research Software Social Sciences-Library and Information Sciences
CiteScore
6.50
自引率
0.00%
发文量
7
审稿时长
21 weeks
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