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考虑异常事件约束的配网故障风险智能预判方法 被引量:2
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作者 阳浩 向真 +2 位作者 张林 余英 魏恩伟 《机械设计与制造工程》 2022年第6期103-106,共4页
为了提升电网配网异常事件约束及预警算法效率,将异常事件约束元数据从电网系统负荷数据和电网设备状态数据调整为配网发令系统数据,通过引入模糊神经网络,使用模糊矩阵对数据强制归一化后导入多列模糊神经网络,最终在有针对性的加权规... 为了提升电网配网异常事件约束及预警算法效率,将异常事件约束元数据从电网系统负荷数据和电网设备状态数据调整为配网发令系统数据,通过引入模糊神经网络,使用模糊矩阵对数据强制归一化后导入多列模糊神经网络,最终在有针对性的加权规则下得到基于调度法令系统原始大数据的数据预警结果,从而减少异常事件发生,提高对配网故障风险的检出率。在仿真环境下,该配网发令系统测得更高的敏感度和特异度,并具有更高的响应效率,说明在异常事件约束人工智能算法中,配网发令系统数据具有更高的数据挖掘效果,从而能够提前对配网故障风险做出智能判断。 展开更多
关键词 配网异常事件 法令系统 多列模糊神经网络 机器学习 数据预警
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Energy Saving for Automatic Train Control in Moving Block Signaling System
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作者 GU Qing MENG Yu MA Fei 《China Communications》 SCIE CSCD 2014年第A02期12-22,共11页
With rapid development of the railway traffic, the moving block signaling system (MBS) method has become more and more important for increasing the track capacity by allowing trains to run in a shorter time-headway ... With rapid development of the railway traffic, the moving block signaling system (MBS) method has become more and more important for increasing the track capacity by allowing trains to run in a shorter time-headway while maintaining the required safety margins. In this framework, the tracking target point of the following train is moving forward with its leading train. This paper focuses on the energy saving tracking control of two successive trains in MBS. Nonlinear programming method is used to optimize the energy-saving speed trajectory of the following train. The real-time location of the leading train could be integrated into the optimization process. Due to simplicity, it can be used for online implementation. The feasibility and effectiveness are verified through simulation. The results show that the new method is efficient on energy saving even when disturbances present. 展开更多
关键词 moving block signaling (MBS) energy saving automatic train protection (ATP) automatic train operation (ATO) TRACKING train speed trajectory
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Sorting Data Elements by SOCD Using Centralized Diamond Architecture
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作者 Masumeh Damrudi Kamal Jadidy Aval 《Computer Technology and Application》 2011年第5期374-377,共4页
Several parallel sorting techniques on different architectures have been studied for many years. Due to the need for faster systems in today's world, parallelism can be used to accelerate applications. Nowadays, para... Several parallel sorting techniques on different architectures have been studied for many years. Due to the need for faster systems in today's world, parallelism can be used to accelerate applications. Nowadays, parallel operations are used to solve computer problems such as sort and search, which result in a reasonable speed. Sorting is one of the most important operations in computing world. The authors always try to find the best in different areas which the premier is speedup. In this paper, the authors issued a sort with O(logn) time complexity on PRAM EREW (Parallel Random Access Machine Exclusive Read Exclusive Write). The algorithm is designed in a manner that keeps the tradeoff between the number of processor elements in the architecture and execution time. The simulation of the algorithm proves the theoretical analysis of the algorithm. The results of this research can be utilized in developing faster embedded systems. Sorting on Centralized Diamond (SOCD) algorithm is issued on the novel Centralized Diamond architecture which takes the advantages of Single Instruction Multiple Data (SIMD) architecture. This architecture and the sort on it are intuitive and optimal. 展开更多
关键词 Parallel sorting diamond architecture single instruction multiple data (SIMD) parallel random access machine exclusive read exclusive write (PRAM EREW) sorting on centralized diamond (SOCD).
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