Demand Response Model for Hardware Implementation

B. Capitão, J. Lagarto, R. Pereira, P. Almeida, P. Fonte
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Abstract

Demand response actions allow to support an adequate domestic load management, considering consumer preferences. In order to develop a hardware tool based on Arduino used to support consumers load management and decisions, an optimization mathematical model is developed and detailed in this paper. In the developed mathematical model, household appliances and electric vehicle are considered as controllable loads. The existence of a storage system based on batteries is considered as well as energy provided by the power grid and solar panel self-generation. The model is implemented using optimization software GAMS (General Algebraic Modeling System) as a Mixed Integer Programming (MIP) problem, where its outputs are used as inputs applied to the hardware used as interface between the optimization mathematical model and controllable loads.
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硬件实现的需求响应模型
考虑到消费者的偏好,需求响应行动允许支持适当的国内负荷管理。为了开发一个基于Arduino的硬件工具,用于支持消费者负载管理和决策,本文开发了一个优化数学模型,并对其进行了详细介绍。在建立的数学模型中,将家用电器和电动汽车视为可控负荷。考虑到以电池为基础的存储系统的存在,以及由电网和太阳能电池板自行发电提供的能量。该模型使用优化软件GAMS(通用代数建模系统)作为混合整数规划(MIP)问题来实现,其中其输出用作输入,应用于用作优化数学模型和可控负载之间接口的硬件。
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