Smart grid technological advances present a recent class of complex interdisciplinary modeling and increasingly difficult simulation problems to solve using traditional computational methods. To simulate a smart grid requires a systemic approach to integrated modeling of power systems, energy markets, demand-side management, and much other resources and assets that are becoming part of the current paradigm of the power grid. This paper presents a backbone model of a smart grid to test alternative scenarios for the grid. This tool simulates disparate systems to validate assumptions before the human scale model. Thanks to a distributed optimization of subsystems, the production and consumption scheduling is achieved while maintaining flexibility and scalability.
翻译:智能电网的技术进步带来了近期一类复杂的跨学科建模问题,其仿真求解难度日益增加,传统计算方法已难以应对。模拟智能电网需采用系统化方法,对电力系统、能源市场、需求侧管理以及当前电网范式中日益融入的诸多其他资源与资产进行集成建模。本文提出一种智能电网骨干模型,用于测试电网的替代场景。该工具通过模拟异构系统,可在构建人尺度模型前验证各项假设。借助子系统的分布式优化,实现了生产与消费调度,同时保持了灵活性与可扩展性。