智能配网调度命令票语义合规性校验模型

Semantic compliance verification model of dispatching order sheet in intelligent distribution network

为保证智能配网安全运行,设计基于规则的调度命令票语义合规性校验模型。设置待处理文本集与服务器集,使用笛卡尔积运算得到调度数据集合,初始化蚁群优化算法中启发函数与信息素函数,从迭代结果内选择最优解实现调度命令票文本数据采集;将欧式距离作为相似度权衡准则,经过若干次聚类检测,统计聚类平均值方差总和,把方差值不变时的对应值作为语义合规性文本分类标准;利用轻量式设计,自定义各板块规则,利用数据格式变换、重复记录辨别、规则设定和分析、数据校验等板块构建调度命令票语义合规性校验模型。仿真结果表明,所建模型校验过程抗干扰能力强,具备理想的保真度,并有效降低了校验时延,为准确传达智能配网调度命令发挥关键作用。

In order to ensure the safe operation of intelligent distribution network,a rule⁃based scheduling command ticket semantic compliance verification model was designed.The text set to be processed and the server set were set,and the scheduling data set was obtained by Cartesian product operation.The heuristic function and pheromone function of the ant colony optimization algorithm were initialized,and the optimal solution was selected from the iteration results to realize the scheduling command ticket text data collection.The Euclidean distance was used as the similarity trade⁃off criterion.After several clustering tests,the sum of variance of clustering mean was counted,and the corresponding value when the variance value was constant was used as the semantic compliance text classification standard.The lightweight design is used to customize the rules of each section,and the semantic compliance verification model of scheduling command ticket is built by using data format transformation,repeated record discrimination,rule setting and analysis,and data verification.The simulation results show that the calibration process of the established model has strong anti⁃interference ability,has ideal fidelity,and effectively reduces the calibration delay,which plays a key role in conveying the intelligent distribution network scheduling command accurately.