import CBMSSafetyAlarm import pymysql import datetime import pandas as pd import datetime from apscheduler.schedulers.blocking import BlockingScheduler from USER.SPF.alibaba.Common import log #...................................电池包电芯安全诊断函数...................................................................................................................... def diag_cal(): global SNnums global df_bms_ram, df_alarm_ram # start=time.time() now_time=datetime.datetime.now() start_time=now_time-datetime.timedelta(seconds=60) start_time=start_time.strftime('%Y-%m-%d %H:%M:%S') end_time=now_time.strftime('%Y-%m-%d %H:%M:%S') #数据库配置 host='rm-bp10j10qy42bzy0q77o.mysql.rds.aliyuncs.com' port=3306 user='qx_algo_readonly' password = 'qx@123456' #读取故障结果库中code==119且end_time='0000-00-00 00:00:00'............................... db='safety_platform' mysql = pymysql.connect (host=host, port=port, user=user, password=password, database=db) cursor = mysql.cursor() param='time_st,time_sp,sn,faultcode,faultlv,faultinfo,faultadvice' tablename='all_fault_info' sql = "select %s from %s where faultcode=119 and time_sp='0000-00-00 00:00:00'" %(param,tablename) cursor.execute(sql) res = cursor.fetchall() df_diag_ram= pd.DataFrame(res,columns=param.split(',')) cursor.close() mysql.close() for sn in SNnums: if 'PK500' in sn: celltype=1 #6040三元电芯 elif 'PK502' in sn: celltype=2 #4840三元电芯 elif 'K504B' 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' or 'UD' in sn: celltype=4 #CATL 50ah三元电芯 else: print('SN:{},未找到对应电池类型!!!'.format(sn)) continue # sys.exit() #读取原始数据库数据........................................................................................................................................................ df_bms= pd.read_excel(r'D:\00WorkSpace\01Python\data_analyze_platform\USER\alibaba\98Download\力神40Ah-SOH原始数据.xlsx') # print(df_bms) #电池诊断................................................................................................................................................................ df_diag_ram_sn=df_diag_ram[df_diag_ram['sn']==sn] df_bms_ram_sn=df_bms_ram[df_bms_ram['sn']==sn] df_alarm_ram_sn=df_alarm_ram[df_alarm_ram['sn']==sn] SafetyAlarm=CBMSSafetyAlarm.SafetyAlarm(sn,celltype,df_bms,df_diag_ram_sn, df_bms_ram_sn, df_alarm_ram_sn) df_diag_res, df_bms_res, df_ram_res=SafetyAlarm.safety_alarm_diag() #更新bms和结果ram的ram数据 sn_index=df_bms_ram.loc[df_bms_ram['sn']==sn].index df_bms_ram=df_bms_ram.drop(index=sn_index) df_bms_ram=df_bms_ram.append(df_bms_res) sn_index=df_alarm_ram.loc[df_alarm_ram['sn']==sn].index df_alarm_ram=df_alarm_ram.drop(index=sn_index) df_alarm_ram=df_alarm_ram.append(df_ram_res) #当前热失控故障写入数据库 if not df_diag_res.empty: with open(r'D:\Platform\platform_python\data_analyze_platform\USER\spf\01qixiang\06BatSafetyAlarm\热失控报警.txt','a') as file: file.write(str(tuple(df_diag_res.iloc[-1]))+'\n') # end=time.time() # print(end-start) #...............................................主函数起定时作用....................................................................................................................... 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') 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=SNnums_L7255 + SNnums_C7255 + SNnums_U7255 + SNnums_6040 + SNnums_4840 + SNnums_6060 mylog=log.Mylog('log_diag.txt','error') mylog.logcfg() #参数初始化 df_bms_ram=pd.DataFrame(columns=['time', 'sn', 'packvolt', 'cellvolt', 'celltemp', 'packsoc', 'packcrnt']) df_alarm_ram=pd.DataFrame(columns=['sn','time','safetywarning1','safetywarning2']) #定时任务....................................................................................................................................................................... scheduler = BlockingScheduler() scheduler.add_job(diag_cal, 'interval', seconds=60, id='diag_job') try: scheduler.start() except Exception as e: scheduler.shutdown() print(repr(e)) mylog.logopt(e)