Multi-agent semantic interoperability in complex energy systems simulation and decision support

Gabriel Santos, T. Pinto, Z. Vale, J. Corchado
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引用次数: 3

Abstract

This work introduces a multi-agent systems' society, in power and energy, for simulation and decision support. A semantic data model is considered to describe the domain concepts, providing a way to achieve semantic communication between the systems involved. Sharing a common vocabulary enables systems' interoperability. A semantic registration and search platform, where systems can register their services and/or search for services they require, is also considered to facilitate interoperability in a (semi-)automatic way. Advanced context-aware decision support models and methods based on a strong artificial intelligence approach are also available to enhance players' outcomes from their participation in the sector. The case study presents an integrated laboratorial simulation and emulation infrastructure, enabling a realistic test and validation of the results.
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复杂能源系统仿真与决策支持中的多智能体语义互操作性
这项工作介绍了一个多智能体系统的社会,在电力和能源,模拟和决策支持。语义数据模型用于描述领域概念,提供一种实现相关系统之间语义通信的方法。共享公共词汇表可以实现系统的互操作性。语义注册和搜索平台(系统可以在其中注册它们的服务和/或搜索它们需要的服务)也被认为以(半)自动化的方式促进互操作性。基于强大人工智能方法的先进情境感知决策支持模型和方法也可用于提高参与者参与该行业的成果。案例研究提出了一个集成的实验室仿真和仿真基础设施,实现了对结果的实际测试和验证。
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