Online Energy Management under Uncertainty for Net-Zero Energy Ecosystems

Chunqiu Xia, Wei Li, XIAOMIN CHANG, Albert Y. Zomaya
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引用次数: 1

Abstract

In recent times a lot of effort has been dedicated to realise urban net-zero energy buildings (nZEB) to reduce carbon emissions. The bundling of Internet of Things and edge computing has become the go-to source for designing an energy management system (EMS) to accommodate renewable energy sources as power supply and improve the acceptance among consumers. It is essential to develop online scheduling strategies to incorporate the intermittency of renewable energy sources and dynamic electricity tariffs. In this work, we propose an EMS framework without making any prediction and integrate only a real-time task scheduling approach to handling uncertainties during system operations.
净零能耗生态系统不确定性下的在线能源管理
近年来,人们致力于实现城市净零能耗建筑(nZEB),以减少碳排放。物联网和边缘计算的结合已经成为设计能源管理系统(EMS)以适应可再生能源作为电源并提高消费者接受度的首选来源。制定在线调度策略,将可再生能源的间歇性与动态电价相结合是至关重要的。在这项工作中,我们提出了一个不做任何预测的EMS框架,只集成了一个实时任务调度方法来处理系统运行中的不确定性。
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