基于涌现智能原理的植物数字孪生体的发展

P. Skobelev, A. Tabachinskiy, E. Simonova, O. Goryanin, Yu. I. Zhuravel, Gennady Myatov, Vasily Ermakov
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引用次数: 0

摘要

本文讨论了基于涌现智能原理的植物智能数字孪生体(DTP)的发展。所描述的方法是作者先前提出的方法的一部分。提出了利用本体和多智能体技术将智能DTP实现为多层次复杂自适应系统。植物各部分agent和子系统agent之间相互作用的模型可以更准确地规划植物生长的各个阶段。本文描述了DTP原型的体系结构,以及一个实验场景。该方法的发展将提高真实植物模拟的准确性,并在开发新作物的本体模型时简化系统的缩放。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development of a digital twin of plant based on the principles of emergent intelligence
The paper discusses development of a smart digital twin of plants (DTP) based on the principles of emergent intelligence. The described methodology is part of the approach proposed by the authors earlier. It proposes implementation of a smart DTP as a multilevel complex adaptive system with the use of ontologies and multi-agent technologies. Models for interaction between agents of plant parts and subsystems can provide more accurate planning of each stage of plant growth. The paper describes the architecture of the DTP prototype, as well as a scenario of an experiment with it. Development of methodology will improve the accuracy of real plant simulation and simplify scaling of the system when developing ontological models of new crops.
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