CASSANDRA: a simulation-based, decision-support tool for energy market stakeholders

Konstantinos N. Vavliakis, Anthony C. Chrysopoulos, Kyriakos C. Chatzidimitriou, A. Symeonidis, P. Mitkas
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引用次数: 3

Abstract

Energy gives personal comfort to people, and is essential for the generation of commercial and societal wealth. Nevertheless, energy production and consumption place considerable pressures on the environment, such as the emission of green-house gases and air pollutants. They contribute to climate change, damage natural ecosystems and the man-made environment, and cause adverse effects to human health. Lately, novel market schemes emerge, such as the formation and operation of customer coalitions aiming to improve their market power through the pursuit of common benefits. In this paper we present CASSANDRA, an open source1, expandable software platform for modelling the demand side of power systems, focusing on small scale consumers. The structural elements of the platform are a) the electrical installations (i.e. households, commercial stores, small industries etc.), b) the respective appliances installed, and c) the electrical consumption-related activities of the people residing in the installations. CASSANDRA serves as a tool for simulation of real demand-side environments providing decision support for energy market stakeholders. The ultimate goal of the CASSANDRA simulation functionality is the identification of good practices that lead to energy efficiency, clustering electric energy consumers according to their consumption patterns, and the studying consumer change behaviour when presented with various demand response programs.
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CASSANDRA:为能源市场利益相关者提供基于模拟的决策支持工具
能源给人们带来舒适,对创造商业和社会财富至关重要。然而,能源生产和消费对环境造成相当大的压力,例如温室气体和空气污染物的排放。它们助长气候变化,破坏自然生态系统和人为环境,并对人类健康造成不利影响。近年来出现了一些新的市场方案,如客户联盟的形成和运作,旨在通过追求共同利益来提高其市场支配力。在本文中,我们介绍了CASSANDRA,一个开源的,可扩展的软件平台,用于模拟电力系统的需求侧,专注于小规模消费者。平台的结构元素是a)电力装置(即家庭、商业商店、小型工业等),b)所安装的各自电器,以及c)居住在该装置内的人的用电相关活动。CASSANDRA作为模拟真实需求侧环境的工具,为能源市场利益相关者提供决策支持。CASSANDRA模拟功能的最终目标是识别导致能源效率的良好实践,根据他们的消费模式对电力消费者进行聚类,并研究消费者在出现各种需求响应程序时的变化行为。
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