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基于调度业务模型和大数据驱动的电网智能状态感知体系
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作者 马建伟 万会江 梁铃 《自动化技术与应用》 2024年第2期123-126,共4页
为了探讨调度业务模型和电力大数据在电网智能状态感知体系中的应用路径,同时为了提升电网智能状态感知体系对电力调度业务的支持接口效率,在对以往电力物联网硬件系统满足最小改动的前提下,充分利用之前物联网大数据系统开发一套独立... 为了探讨调度业务模型和电力大数据在电网智能状态感知体系中的应用路径,同时为了提升电网智能状态感知体系对电力调度业务的支持接口效率,在对以往电力物联网硬件系统满足最小改动的前提下,充分利用之前物联网大数据系统开发一套独立于以往调度系统的智能电网感知体系。该研究的关键技术是电力物联网与大数据系统的数据穿透体系和数据导出体系。经过仿真分析,该研究设计的新体系驱动的调度业务模型管理信息系统拥有更高的效率、敏感度和更低的人为错误概率。 展开更多
关键词 调度业务模型 电力大数据 电力物联网 状态感知体系
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Echo-state-network classification based multi-services awareness in high-speed optical passive networks
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作者 白晖峰 Ye Quanyi 《High Technology Letters》 EI CAS 2017年第1期48-53,共6页
With the challenge of great growing of services diversity,service-oriented supporting ability is required by current high-speed passive optical network( PON). Aimed at enhancing the quality of service( Qo S) brought b... With the challenge of great growing of services diversity,service-oriented supporting ability is required by current high-speed passive optical network( PON). Aimed at enhancing the quality of service( Qo S) brought by diversified-services,this study proposes an echo state network( ESN)based multi-service awareness mechanism in 10-Gigabite ethernet passive optical network( 10GEPON). In the proposed approach,distributed architecture is adopted to realize this ESN based multi-service awareness. According to the network architecture of 10G-EPON,where a main ESN is running in OLT and a number of ESN agents works in ONUs. The main-ESN plays the main function of service-awareness from the total view of various kinds of services in 10G-EPON system,by full ESN training. Then,the reservoir information of well-trained ESN in OLT will be broadcasted to all ONUs and those ESN agents working in ONUs are allowed to conduct independent service-awareness function. Thus,resources allocation and transport policy are both determined only in ONUs. Simulation results show that the proposed mechanism is able to better support the ability of multiple services. 展开更多
关键词 10-Gigabite ethernet passive optical network (10G-EPON) multi-services aware-ness echo state network (ESN) reservoir computation
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