基于贝叶斯方法的电网操作指令自动识别系统

Automatic identification system of power network operation instruction based on bayesian method

为了提高电网操作的自动控制能力,需要进行操作指令自动识别,提出一种基于贝叶斯方法的电网操作指令自动识别方法,构建电网操作指令传输信号模型,采用相关性检测方法进行电网操作指令的集成传输和调度,结合模糊加权学习方法进行电网操作指令的自动跟踪和程序加载,采用贝叶斯方法进行电网操作指令的输出转换控制,提高电网操作指令的指向性和识别能力。在Visual DSP++环境下进行电网操作指令识别系统的开发设计,构建指令的读写模块、指令加载模块和指令传输模块,结合嵌入式模块化设计方法进行电网操作指令自动识别系统的模块化开发设计,利用C/C++编写电网操作指令程序,实现电网操作的自动控制和指令混合加载。测试结果表明,该系统能有效实现电网操作指令的自动识别,在DSP硬件运行程序上指令调度性能较好,提高了电网操作的稳定性。

In order to improve the automatic control ability of power network operation,it is necessary to recognize the operation instruction automatically.A Bayesian method is proposed to automatically identify the power grid operation instruction,and the transmission signal model of power grid operation instruction is constructed.The integrated transmission and dispatch of grid operation instructions are carried out by using the method of correlation detection,and the automatic tracking and program loading of the operation instructions are carried out by combining the fuzzy weighted learning method.The Bayesian method is used to control the output of power grid operation instruction,which improves the directivity and recognition ability of power grid operation instruction.Under the environment of Visual DSP,the development and design of power grid operation instruction recognition system is carried out,and the command reading and writing module,instruction loading module and instruction transmission module are constructed.Combined with the embedded modular design method,the modular development and design of the power grid operation instruction automatic identification system is carried out,and the power grid operation instruction program is written by C++to realize the automatic control of the power network operation and the mixed loading of the instructions.The test results show that the system can effectively realize the automatic recognition of power grid operation instructions,and the command scheduling performance is better in the DSP hardware operation program,and the stability of power grid operation is improved.