Regular expression-based data analysis normalization mechanism

The invention discloses a data analysis normalization mechanism based on a regular expression, which classifies data from different devices in complex power system data analysis, analyzes the data into independent fields by using a regular expression mode, performs field filtering in a filtering module, performs name conversion on the same field of different names, and performs data analysis on the same field of the different names. Finally, a uniform and standard JSON structure is formed, and subsequent processing is facilitated. According to the analysis normalization mechanism provided by the invention, the data can be processed more efficiently, the data are divided according to the same field, and the subsequent extraction of the required data as required can be more efficient and accurate. 本发明公开了一种基于正则表达式的数据解析范化机制，在复杂的电力系统数据分析中对来自不同设备的数据进行归类，运用正则表达式的方式将其解析成独立的字段，在过滤模块进行字段过滤后，把不同名称的同一字段进行名称转换，最终形成统一的、规范的JSON结构，方便进行后续的处理。本发明提出的解析范化机制，能够更加高效的处理数据，并对数据按照相同字段进行划分，后续按需提取所需的数据可以更加高效和准确。