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SYSTEMS FOR MACHINE LEARNING, OPTIMISING AND MANAGING LOCAL MULTI-ASSET FLEXIBILITY OF DISTRIBUTED ENERGY STORAGE RESOURCES

机译:机器学习系统,优化和管理分布式能量存储资源的局部多资产灵活性

摘要

Systems, devices and methods for optimising and managing distributed energy storage and flexibility resources on a localised and group aggregation basis, particularly around the determination, analysis and predictive learning of local data patterns, scoring availability for flexibility and risk profiles, to inform the optimisation of energy supply and behind the meter storage resources and local clusters of co-located or close resources within a community, low voltage network, feeder, neighbourhood or building. Said optimisation to involve scheduled, reactive and active management of data sources and local clusters of resources, for a range of goals such as price, energy supply, renewable leverage, asset value, constraint or risk management. Or where said optimisation achieves a local objective such as providing resources to off-set, aid local balancing or constraint management of larger local supplies and loads, or to aid active management of local energy demands and renewable supplies, storage resources, electric heat resources, electric vehicle charging resources or clusters of electric vehicle chargers, flexible loads in buildings.
机译:用于优化和管理本地化和组聚合的分布式能量存储和灵活性资源的系统,设备和方法,特别是在局部数据模式的确定,分析和预测学习,进行灵活性和风险概况的可用性,以通知优化能源供应以及仪表存储资源和局部共同集群或社区内的密切资源,低压网络,馈线,邻域或建筑物。所述优化涉及数据来源和局部资源集群的预定,无功和积极管理,例如价格,能源供应,可再生利用,资产价值,约束或风险管理等一系列目标。或者,所述优化实现了当地目的,例如提供资源,提供更大的局部供应和负载的辅助,辅助局部平衡或约束管理,或帮助积极管理局部能源需求和可再生用品,存储资源,电热资源,电动车充电资源或电动车充电器集群,建筑物中的柔性负载。

著录项

  • 公开/公告号US2021221247A1

    专利类型

  • 公开/公告日2021-07-22

    原文格式PDF

  • 申请/专利权人 MOIXA ENERGY HOLDINGS LIMITED;

    申请/专利号US201915734705

  • 申请日2019-06-20

  • 分类号B60L53/68;G06N3/08;G06N3/04;H02J13;H02J3/14;B60L53/67;G05B15/02;

  • 国家 US

  • 入库时间 2022-08-24 20:04:10

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