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Optimal Threshold Policy for In-Home Smart Grid with Renewable Generation Integration

机译:具有可再生发电集成的家庭智能电网的最佳阈值策略

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摘要

In-home Smart Grid (SG), the integration of Renewable Power Systems (RPSs) with Conventional Power Systems (CPSs), calls for cost-effective management for the electricity usages of end users’ household appliances. In this paper, by taking the charging process of RPSs and multiple types of household appliances in to consideration, we have developed analytical models to characterize the electricity cost in the in-home smart grid. Based on these models, we formulate the electricity cost minimization problem as a finite-horizon continuous-time Markov decision process (CTMDP), from which we obtain a to minimize the cost. Numerical results show that the can manage the electricity usage very effectively.
机译:家用智能电网(SG)是可再生能源系统(RPS)与常规能源系统(CPS)的集成,要求对最终用户的家用电器用电进行具有成本效益的管理。在本文中,通过考虑RPS和多种家用电器的充电过程,我们开发了分析模型来表征家用智能电网中的电费。基于这些模型,我们将电费最小化问题公式化为有限水平连续时间马尔可夫决策过程(CTMDP),从中我们得到了一个使成本最小化的方法。数值结果表明,该方法可以非常有效地管理用电量。

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