import CBMSBatSoh #coding=utf-8 import datetime import pandas as pd from LIB.BACKEND import DBManager, Log import time, datetime import os from LIB.MIDDLE.CellStateEstimation.Common.V1_0_1 import DBDownload from LIB.MIDDLE.CellStateEstimation.Common.V1_0_1 import log dbManager = DBManager.DBManager() if __name__ == "__main__": # excelpath=r'D:\Platform\platform_python\data_analyze_platform\USER\spf\01qixiang\sn-20210903.xlsx' # SNdata_6060 = pd.read_excel(excelpath, sheet_name='科易6060') # SNdata_6040 = pd.read_excel(excelpath, sheet_name='科易6040') # SNdata_4840 = pd.read_excel(excelpath, sheet_name='科易4840') # SNdata_L7255 = pd.read_excel(excelpath, sheet_name='格林美-力信7255') # SNdata_C7255 = pd.read_excel(excelpath, sheet_name='格林美-CATL7255') # SNdata_U7255 = pd.read_excel(excelpath, sheet_name='优旦7255') # SNdata_ZKHD=pd.read_excel(excelpath, sheet_name='重卡换电') # SNnums_6060=SNdata_6060['SN号'].tolist() # SNnums_6040=SNdata_6040['SN号'].tolist() # SNnums_4840=SNdata_4840['SN号'].tolist() # SNnums_L7255=SNdata_L7255['SN号'].tolist() # SNnums_C7255=SNdata_C7255['SN号'].tolist() # SNnums_U7255=SNdata_U7255['SN号'].tolist() # SNnums_ZKHD=SNdata_ZKHD['SN号'].tolist() # SNnums= SNnums_ZKHD SNdata_6040 = pd.read_excel(r'D:\Platform\platform_python\data_analyze_platform\USER\spf\01qixiang\CBMS_SOH_26040.xlsx') SNnums=SNdata_6040['sn'].tolist() SNnums=['PK50001A100000545'] # filepath=r'D:\Platform\platform_python\data_analyze_platform\USER\spf\01qixiang\98Download' # files=os.listdir(filepath) # files=[files[5]] end_time=datetime.datetime.now()-datetime.timedelta(seconds=10) start_time=end_time-datetime.timedelta(seconds=1200) start_time=start_time.strftime('%Y-%m-%d %H:%M:%S') end_time=end_time.strftime('%Y-%m-%d %H:%M:%S') start_time='2020-10-31 00:49:37' end_time='2021-12-31 19:49:37' #log信息配置............................................................................................................................................................................ mylog=log.Mylog('log_soh.txt','error') mylog.logcfg() for sn in SNnums: # sn=filesname[:-4] print(sn) try: if 'PK500' in sn: celltype=1 #6040三元电芯 elif 'PK502' in sn: celltype=2 #4840三元电芯 elif 'PK504' in sn: celltype=99 #60ah林磷酸铁锂电芯 elif 'MGMLXN750' in sn: celltype=3 #力信50ah三元电芯 elif 'MGMCLN750' in sn: celltype=4 #CATL 50ah三元电芯 else: celltype=100 print('未找到对应电池编号!!!\n',sn) # sys.exit() # df_bms= pd.read_csv(filepath+'\\'+filesname,encoding='GB18030') # df_accum= pd.read_csv(r'D:\Platform\platform_python\data_analyze_platform\USER\spf\01qixiang\98Download\\'+'BMS_accum_'+sn+'.csv',encoding='GB18030') #..........................................................................读取原始数据库数据........................................................................... dbManager = DBManager.DBManager() df_data = dbManager.get_data(sn=sn, start_time=start_time, end_time=end_time, data_groups=['bms']) df_bms = df_data['bms'] df_bms=df_bms.dropna(subset=['总电流[A]']) df_bms.reset_index(inplace=True,drop=True) #重置索引 df_bms.to_csv(r'D:\Platform\platform_python\data_analyze_platform\USER\spf\01qixiang\98Download\\'+sn+'.csv',encoding='GB18030') df_accum=pd.DataFrame() #..........................................................................读取结果数据库数据......................................................................... host='rm-bp10j10qy42bzy0q77o.mysql.rds.aliyuncs.com' port=3306 db='qx_cas' user='qx_read' password='Qx@123456' mode=1 tablename='cellstateestimation_soh' DBRead=DBDownload.DBDownload(host, port, db, user, password,mode) with DBRead as DBRead: df_soh=DBRead.getdata(param='time_st,time_sp,sn,method,soh,cellsoh', tablename=tablename, sn=sn, timename='time_sp', st=start_time, sp=end_time) # print(df_soh) # df_soh=pd.DataFrame() #..............................................................................计算soh................................................................................... BatSoh=CBMSBatSoh.BatSoh(sn,celltype,df_bms,df_accum,df_soh) df_res=BatSoh.batsoh() df_res.to_csv(r'D:\Platform\platform_python\data_analyze_platform\USER\spf\01qixiang\99Result\\'+'CBMS_SOH'+sn+'.csv',encoding='GB18030') # print('done!!!') except Exception as e: print(repr(e)) mylog.logopt(sn,e) pass