arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2012.11208eess.SYcs.SYmath.OC
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一种用于电网控制的人-物一体化框架

An Integrated Human-physical Framework for Control of Power Grids

S. Feng, M. Cucuzzella, T. Bouman, L. Steg, J. M. A. Scherpen

摘要:

在本文中,我们桥接两个学科:系统与控制和环境心理学。我们开发了二阶行为和个人规范(BP)为基础的模型(这是一致的意见动态的一些研究),用于描述和预测人类活动的最终使用的能源,其中考虑心理变量,经济激励和社会互动。基于这些模型,我们开发了一个由三个层组成的人-物理系统(HPS)框架:(i)人类行为,(ii)个人规范和(iii)物理系统(即,AC电网)。然后,我们制定了一个社会物理福利优化问题,并解决它通过设计一个原始-对偶控制器,产生最佳的激励人类和控制输入到电网。最后,我们评估模拟所提出的模型和方法。

英文摘要:

In this paper, we bridge two disciplines: systems & control and environmental psychology. We develop second order Behavior and Personal norm (BP) based models (which are consistent with some studies on opinion dynamics) for describing and predicting human activities related to the final use of energy, where psychological variables, financial incentives and social interactions are considered. Based on these models, we develop a human-physical system (HPS) framework consisting of three layers: (i) human behavior, (ii) personal norms and (iii) the physical system (i.e., an AC power grid). Then, we formulate a social-physical welfare optimization problem and solve it by designing a primal-dual controller, which generates the optimal incentives to humans and the control inputs to the power grid. Finally, we assess in simulation the proposed models and approaches.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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