基于电力物联网关的边云协同和边缘智能技术研究
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引用本文:李春鹏1?覮,蒋峰1,王金齐2,官国飞1,宋庆武1,李澄1.基于电力物联网关的边云协同和边缘智能技术研究[J].计算技术与自动化,2020,(4):86-91
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李春鹏1?覮,蒋峰1,王金齐2,官国飞1,宋庆武1,李澄1 (1. 江苏方天电力技术有限公司江苏 南京 211100 2. 江苏润和智融科技有限公司江苏 南京 210012) 
中文摘要:针对当前电力物联网算法难以实现电力边缘用户协同分配的问题,提出了新型的技术方案。该技术基于电力物联网网关,设置网络控制访问方式;利用搭建的任务迁移模型,获取任务全局搜索目标。通过边缘智能技术,计算电力物联网关对搜索目标的限制概率;根据制定的边缘任务分配策略,实现任务分配的边云协同方式。实验结果表明,与传统的技术相比,本研究方案技术结果更加精准,边云协同更到位,对晚间的电网任务分配质量较好。
中文关键词:电力物联网关  边云协同  边缘智能  数据处理  任务匹配  
 
Research on Edge Cloud Collaboration and Edge Intelligence Technology Based on Power IoT Gateway
Abstract:Aiming at the problem that the current power Internet of Things algorithm is difficult to achieve the collaborative distribution of power edge users,a new type of technical solution is proposed. This technology is based on the power Internet of Things gateway and sets the network control access method;By using the built task migration model,the task global search target is obtained;Through the edge intelligence technology,the limit probability of the power IoT gateway to the search target is calculated;according to the formulated edge task allocation strategy,the edge cloud collaboration method of task allocation is realized. The experimental results show that,compared with the traditional technology,the technical results of this research scheme are more accurate,the edge cloud collaboration is more in place,and the quality of the task distribution of the power grid at night is better.
keywords:power IoT gateway  edge cloud collaboration  edge intelligence  data processing  task matching
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