公开(公告)号：US20160335378A1

公开(公告)日：2016-11-17

申请号：US15136988

申请日：2016-04-25

Applicant: Korea Electronics Technology Institute

Inventor： Sang Yub LEE ,  Kyung Sun HAM ,  Tae Hyoung KIM ,  Jae Kyu LEE

IPC: G06F17/50 ,  G06N99/00

CPC classification number: H04L12/40019 ,  G06N20/00

Abstract: Direct mapping method and system for converting MODBUS data into IEC61850 data based on machine learning are provided. The data direct mapping method according to an exemplary embodiment includes: generating a simulation value based on external information; estimating a parameter indicated by a measurement value through machine learning using the measurement value outputted from a generating device and the generated simulation value; and converting a data structure of the measurement value with reference to the estimated parameter. Accordingly, the MODBUS data can be directly converted into the IEC61850 data without data reconversion using a data gateway.

Abstract translation: 提供了基于机器学习的MODBUS数据转换为IEC61850数据的直接映射方法和系统。 根据示例性实施例的数据直接映射方法包括：基于外部信息生成模拟值; 使用从生成装置输出的测量值和所生成的模拟值，通过机器学习来估计由测量值表示的参数; 以及参考所估计的参数来转换测量值的数据结构。 因此，MODBUS数据可以直接转换成IEC61850数据，而无需使用数据网关进行数据重新转换。

公开(公告)号：US20150311722A1

公开(公告)日：2015-10-29

申请号：US14683603

申请日：2015-04-10

Applicant: KOREA ELECTRONICS TECHNOLOGY INSTITUTE

Inventor： Kyung Sun HAM ,  Tae Hyoung KIM

IPC: H02J4/00 ,  G05B15/02

CPC classification number: G05B15/02 ,  H02J3/38

Abstract: Provided herein is an energy resource management method and system, the method including registering energy resources; clustering the registered energy resources, and generating a plurality of resource groups; granting priorities of the resource groups; and operating the resource groups according to the priorities, thereby reducing an operation load occurring in proportionate to a quantitative increase and complexity and diversity increase of the resources, enabling efficient and economical management of the distributed energy resources.

Abstract translation: 本文提供了一种能量资源管理方法和系统，该方法包括记录能量资源; 聚集注册的能源资源，并生成多个资源组; 给予资源集团的优先事项; 根据优先级运行资源组，从而减少与数量增加和资源复杂多样化增长成比例的运行负担，实现分布式能源的高效经济管理。