| 一种低开销智能电网数据聚合处理系统及方法 | |
| Alternative Title | Low-overhead smart power grid data aggregation processing system and method |
刘扬 ; 宋纯贺; 张文艳; 尚文利; 王忠锋; 耿洪碧; 杨智斌; 任帅; 李桐; 李欢
| |
| Department | 工业控制网络与系统研究室 |
| Rights Holder | 国家电网有限公司 ; 国网辽宁省电力有限公司电力科学研究院 ; 中国科学院沈阳自动化研究所 |
| Patent Agent | 21115 沈阳智龙专利事务所(普通合伙) |
| Country | 中国 |
| Subtype | 发明授权 |
| Status | 有权 |
| Abstract | 本发明属于云计算与分布式神经网络技术领域，涉及一种基于分布式神经网络的低开销智能电网数据聚合方法，包括以下步骤：(1)终端设备特征提取；(2)局部数据汇集；(3)云端数据处理。本发明允许边缘设备进行快速的局部推断，大大减少了通信成本，降低了时间开销，同时，通过分布式计算，可以保证数据聚合中的隐私问题并提高了系统的容错能力。 |
| Other Abstract | The invention belongs to the technical field of cloud computing and distributed neural networks, and relates to a low-overhead smart power grid data aggregation method based on a distributed neural network, which comprises the following steps: (1) extracting features of terminal equipment; (2) collecting local data; and (3) processing cloud data. According to the method, the edge equipment is allowed to carry out rapid local inference, the communication cost is greatly reduced, the time cost is reduced, and meanwhile, through distributed calculation, the privacy problem in data aggregation canbe ensured, and the fault-tolerant capability of the system is improved. |
| PCT Attributes | 否 |
| Application Date | 2018-12-25 |
| 2019-07-05 | |
| Date Available | 2020-11-20 |
| Application Number | CN201811592337.0 |
| Open (Notice) Number | CN109977744B |
| Language | 中文 |
| Contribution Rank | 3 |
| Document Type | 专利 |
| Identifier | http://ir.sia.cn/handle/173321/27872 |
| Collection | 工业控制网络与系统研究室 |
| Affiliation | 1.国家电网有限公司 2.国网辽宁省电力有限公司电力科学研究院 3.中国科学院沈阳自动化研究所 |
| Recommended Citation GB/T 7714 | 刘扬,宋纯贺,张文艳,等. 一种低开销智能电网数据聚合处理系统及方法[P]. 2019-07-05. |
| Files in This Item: | ||||||
| File Name/Size | DocType | Version | Access | License | ||
| CN201811592337.0授权.p（490KB） | 专利 | 开放获取 | CC BY-NC-SA | View Application Full Text | ||
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