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Embedded Agents for District Heating Management

机译:区域供热管理嵌入式代理

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摘要

We investigate the applicability of multi-agent systems as a control approach for district heating systems. The consumers, i.e., the heat exchange systems, in current district heating systems are purely reactive devices without communication capabilities. In this work, the possibilities of a new type of heat exchanger system that has an open software environment and communication capabilities are explored. Operators of district heating systems have several, often conflicting, goals, e.g., to satisfy the demand of the customers and to minimize production costs. Our approach is to embed a cooperative agent in each consumer. Results from a simulation study indicate that the approach makes it possible to reduce production while maintaining the quality of service. In another experiment in a controlled physical environment, two agent-based approaches are evaluated and compared to existing technologies. The experiment shows that it is possible to automatically load balance a small district heating network using agent technology.
机译:我们调查了多智能体系统作为区域供热系统的控制方法的适用性。当前区域供热系统中的用户,即热交换系统,是纯粹的无功设备,没有通信功能。在这项工作中,探索了具有开放软件环境和通信功能的新型热交换器系统的可能性。区域供热系统的运营商有几个目标,通常是相互冲突的,例如,要满足客户的需求并最大程度地降低生产成本。我们的方法是在每个消费者中嵌入合作代理商。仿真研究的结果表明,该方法可以在保持服务质量的同时减少产量。在受控物理环境中的另一个实验中,评估了两种基于代理的方法并将其与现有技术进行比较。实验表明,可以使用代理技术自动平衡小型区域供热网络的负荷。

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