{ "cells": [ { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "### start to get data MGMCLN750N215N049 from 2021-10-29 00:00:00 to 2021-11-01 00:00:00\n", "# get data from 2021-10-31 00:00:00 to 2021-11-01 00:00:00......... \n", "all data-getting done, bms_count is 16533, gps_count is 16533, system_count is 0, accum_count is 0 \n", "\n" ] } ], "source": [ "# 获取数据\n", "import sys\n", "from LIB.BACKEND import DBManager\n", "\n", "sn = \"MGMCLN750N215N049\"\n", "st = '2021-10-29 00:00:00'\n", "et = '2021-11-01 00:00:00'\n", "\n", "dbManager = DBManager.DBManager()\n", "df_data = dbManager.get_data(sn=sn, start_time=st, end_time=et, data_groups=['bms','gps'])\n", "# \n", "df_bms = df_data['bms']\n", "df_gps = df_data['gps']\n", "df_accum = df_data['accum']\n", "df_system = df_data['system']" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# 数据预处理\n", "import sys\n", "from LIB.BACKEND import DataPreProcess\n", "\n", "dataPrePro = DataPreProcess.DataPreProcess()\n", "# 时间完全相同的数据仅保留一行\n", "df_bms_pro, df_gps_pro = dataPrePro.time_filter(df_bms, df_gps)\n", "\n", "# bms数据按照电流和状态分段, 然后在状态分段内部,根据时间跳变继续分段(解决段内数据丢失)\n", "df_bms_pro = dataPrePro.data_split_by_status(df_bms_pro)\n", "df_bms_pro = dataPrePro.data_split_by_time(df_bms_pro)" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\pandas\\core\\frame.py:4441: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " return super().rename(\n" ] }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'MGMCLN750N215N049电压离群(电压滤波窗口大小:50, 步进大小:10')" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import cell_outlier\n", "from matplotlib import pyplot as plt\n", "import pandas as pd\n", "import importlib\n", "importlib.reload(cell_outlier)\n", "\n", "\n", "\n", "plt.rcParams['font.sans-serif'] = ['SimHei']\n", "plt.rcParams['axes.unicode_minus'] = False\n", "window = 50\n", "step = 10\n", "window2 = 5\n", "step2 = 3\n", "volt_column = ['单体电压1', '单体电压2',\n", " '单体电压3', '单体电压4','单体电压5', '单体电压6','单体电压7', '单体电压8','单体电压9', '单体电压10', '单体电压11', '单体电压12',\n", " '单体电压13', '单体电压14','单体电压15', '单体电压16','单体电压17', '单体电压18','单体电压19', '单体电压20']\n", "columns = ['时间戳', '单体电压1', '单体电压2','单体电压3', '单体电压4','单体电压5', '单体电压6','单体电压7', '单体电压8','单体电压9', '单体电压10', '单体电压11', '单体电压12',\n", "'单体电压13', '单体电压14','单体电压15', '单体电压16','单体电压17', '单体电压18','单体电压19', '单体电压20']\n", "\n", "df_ori = df_bms[columns]\n", "df_ori.rename(columns = {'时间戳':'time'}, inplace=True)\n", "df = df_ori.drop_duplicates(subset=['time']) # 删除时间相同的数据\n", "df = df.reset_index(drop=True)\n", "# df_result,time_list = cell_outlier.cal_voltdiff_uniform(df,volt_column, window=window, step=step, window2=window2, step2=step2)\n", "df_result,time_list = cell_outlier.cal_volt_uniform(df,volt_column, window=window, step=step)\n", "second_list = [((pd.to_datetime(x)-pd.to_datetime(time_list[0])).total_seconds()) for x in time_list] # 距离第一个点的分钟数\n", "\n", "fig = plt.figure(figsize=(20,10))\n", "\n", "length = len(df_result)\n", "for column in volt_column:\n", " # plt.plot([x for x in range(0, length)], df_result[column][0:length], label=column)\n", " plt.scatter(time_list[:], df_result[column][:length], label=column)\n", "\n", "plt.legend()\n", "plt.title('{}电压离群(电压滤波窗口大小:{}, 步进大小:{}'.format(sn, window, step, window2, step2))\n", "# sn = sn.replace('/','_')\n", "# plt.savefig('./结果/新数据/' + sn + '.png')\n", "# plt.close()\n", "\n" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1649\n", " 单体电压1 单体电压2 单体电压3 单体电压4 单体电压5 单体电压6 单体电压7 单体电压8 单体电压9 单体电压10 \\\n", "468 0.0 0.0 0.0 0.0 0.0 9.0 0.0 0.0 0.0 0.0 \n", "469 0.0 0.0 0.0 0.0 0.0 10.0 0.0 0.0 0.0 0.0 \n", "470 0.0 0.0 0.0 0.0 0.0 10.0 0.0 0.0 0.0 0.0 \n", "471 0.0 0.0 0.0 0.0 0.0 10.0 0.0 0.0 0.0 0.0 \n", "472 0.0 0.0 0.0 0.0 0.0 10.0 0.0 0.0 0.0 0.0 \n", "... ... ... ... ... ... ... ... ... ... ... \n", "1644 0.0 0.0 0.0 0.0 0.0 10.0 0.0 0.0 0.0 0.0 \n", "1645 0.0 0.0 0.0 0.0 0.0 10.0 0.0 0.0 0.0 0.0 \n", "1646 0.0 0.0 0.0 0.0 0.0 10.0 0.0 0.0 0.0 0.0 \n", "1647 0.0 0.0 0.0 0.0 0.0 10.0 0.0 0.0 0.0 0.0 \n", "1648 0.0 0.0 0.0 0.0 0.0 10.0 0.0 0.0 0.0 0.0 \n", "\n", " 单体电压11 单体电压12 单体电压13 单体电压14 单体电压15 单体电压16 单体电压17 单体电压18 单体电压19 \\\n", "468 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", "469 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", "470 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", "471 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", "472 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", "... ... ... ... ... ... ... ... ... ... \n", "1644 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", "1645 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", "1646 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", "1647 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", "1648 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", "\n", " 单体电压20 \n", "468 0.0 \n", "469 0.0 \n", "470 0.0 \n", "471 0.0 \n", "472 0.0 \n", "... ... \n", "1644 0.0 \n", "1645 0.0 \n", "1646 0.0 \n", "1647 0.0 \n", "1648 0.0 \n", "\n", "[1169 rows x 20 columns]\n" ] } ], "source": [ "import importlib\n", "importlib.reload(cell_outlier)\n", "df_result['time'] = time_list\n", "result = cell_outlier.alarm(df_result, volt_column, alarm_window=10, alarm_ratio=0.8, alarm_threshold=3.5)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "\n", "errormap = pd.DataFrame({'protocol':[1,1,2,2,3,3], 'end_errorcode':[\"1\",\"2\",\"707\",\"712\",\"98\",\"102\"], 'platform_errorcode':['B003', 'B006', 'B003', 'B003', 'B005','B005']})\n", "\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 True\n", "Name: platform_errorcode, dtype: bool" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "p=1 # 协议 1:科易,2: 优旦/格林美, 3:自研'\n", "code = 1 # 终端故障码\n", "errormap[(errormap['protocol']==p)&(errormap['end_errorcode']==str(p))]['platform_errorcode']" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "from sqlalchemy import create_engine\n", "from sqlalchemy.orm import sessionmaker\n", "from urllib import parse\n", "import pymysql\n", "# 数据库配置\n", "host='rm-bp10j10qy42bzy0q77o.mysql.rds.aliyuncs.com'\n", "port=3306\n", "database='algo_dict'\n", "user='qx_algo_readonly'\n", "password='qx@123456'\n", "\n", "db_engine = create_engine(\n", " \"mysql+pymysql://{}:{}@{}:{}/{}?charset=utf8\".format(\n", " user, password, host, port, database\n", " ))\n", "DbSession = sessionmaker(bind=db_engine)\n", "\n", "errorcode_map = pd.read_sql(\"select * from faultcode_map\", db_engine)\n", "p=1 # 协议 1:科易,2: 优旦/格林美, 3:自研'\n", "code = 1 # 终端故障码\n", "platform_code = errorcode_map[(errorcode_map['protocol']==p)&(errorcode_map['end_errorcode']==str(p))]['platform_errorcode']\n", "db_engine.dispose()" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "platform_code = errorcode_map[(errorcode_map['protocol']==1)&(errorcode_map['end_errorcode']==str(p))]['platform_errorcode']" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "\n", "a = pd.DataFrame({'a':[1,2,2,3]})\n", "b = a.groupby('a')" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1\n", " a\n", "0 1\n", "\n", "2\n", " a\n", "1 2\n", "2 2\n", "\n", "3\n", " a\n", "3 3\n", "\n" ] } ], "source": [ "for c,d in b:\n", " print(c)\n", " print(d)\n", " print('')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "interpreter": { "hash": "b3ba2566441a7c06988d0923437866b63cedc61552a5af99d1f4fb67d367b25f" }, "kernelspec": { "display_name": "Python 3.8.8 64-bit ('base': conda)", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.8" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }