A knowledge interchange broker composition modeling framework for simulating water, energy, and water-energy nexus systems

Mostafa D Fard, Hessam S Sarjoughian
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Abstract

Understanding the dynamics of complex systems requires developing and combining different kinds of models that can be simulated separately and together. Modeling the interactions as separate models contributes to building flexible hybrid simulation frameworks. In this research, a Discrete Event System Specification–based Interaction Model (DEVS-IM) framework is developed based on the Knowledge Interchange Broker (KIB) approach. This KIB-based RESTful modeling composition framework is shown to enable systematic modeling and simulation of interactions between disparate simulatable models. It supports storing IMs developed for componentized Water Evaluation and Planning System (WEAP) and Low Emissions Analysis Platform (LEAP) tools. It generates the skeleton of DEVS-IMs stored in database for DEVS-Suite simulator. An exemplar model consisting of water, energy, and IMs demonstrates this methodology for developing nexus models of water–energy systems.
用于模拟水、能源和水-能源关系系统的知识交换中介构成建模框架
要了解复杂系统的动态,就需要开发和组合不同类型的模型,这些模型既可以单独模拟,也可以组合在一起模拟。将交互作为独立模型建模有助于建立灵活的混合仿真框架。本研究基于知识交换代理(KIB)方法,开发了基于离散事件系统规范的交互模型(DEVS-IM)框架。研究表明,这个基于 KIB 的 RESTful 建模组合框架能够对不同可仿真模型之间的交互进行系统建模和仿真。它支持存储为组件化的水评估与规划系统(WEAP)和低排放分析平台(LEAP)工具开发的 IM。它为 DEVS Suite 模拟器生成存储在数据库中的 DEVS-IMs 骨架。一个由水、能源和 IMs 组成的示例模型展示了这种开发水-能源系统关联模型的方法。
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