Optimal control of power storage

蓄电优化控制

• 批准号: 2436431
• 金额: --
• 依托单位: University of Edinburgh
• 依托单位国家: 英国
• 项目类别: Studentship
• 财政年份: 2020
• 资助国家: 英国
• 起止时间: 2020 至 无数据
• 项目状态: 未结题
• 来源: https://gtr.ukri.org/projects?ref=studentship-2436431
• 关键词: Optimal; control; power; storage

Finding the optimal control strategy of a power storage facility involves the consideration of a double sided boundary problem. The problem increases in complexity when considering the variable efficiency levels of the facilities. Based upon classical theoretical approaches to the problem of optimal control of stochastic processes, the project develops an empirical approach which is completely model independent and suitable for application on real world data, alongside an expression for the relationship between the optimal control points and efficiency. Numerous factors which affect the payoff of acting can be considered at the same time to specify a sophisticated optimal control strategy for the facility. The theoretical and empirical results can be combined to allow for a complete optimal control strategy to be identified directly from electricity price data, with examples given.

寻找储能设备的最优控制策略涉及到一个双面边界问题。当考虑到设施的不同效率水平时，问题的复杂性就增加了。基于经典的理论方法来解决随机过程的最优控制问题，该项目开发了一种完全独立于模型并适用于实际数据的经验方法，以及最优控制点与效率之间关系的表达式。可以同时考虑影响行为收益的众多因素，从而为设备指定复杂的最优控制策略。理论和经验结果可以结合起来，允许直接从电价数据中确定一个完整的最优控制策略，并给出了示例。