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@@ -12,6 +12,7 @@
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"### start to get data PK504B10100004410 from 2021-06-29 00:00:00 to 2021-06-30 00:00:00\n",
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"# get data from 2021-06-29 00:00:00 to 2021-06-30 00:00:00......... \n",
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"Server Error, retry 1...... \n",
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+ "Server Error, retry 1...... \n",
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"all data-getting done, bms_count is 4052, gps_count is 1676, system_count is 86, accum_count is 511 \n",
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"\n"
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]
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@@ -101,6 +102,41 @@
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"df_bms_pro, df_gps_pro, res_record= dataPrePro.data_gps_judge_after_combine(df_bms_pro, df_gps_pro)"
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]
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},
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+ {
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+ "cell_type": "code",
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+ "execution_count": null,
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+ "metadata": {},
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+ "outputs": [],
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+ "source": [
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+ "# 单cycle指标统计\r\n",
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+ "import sys\r\n",
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+ "import CONFIGURE.PathSetting as PathSetting\r\n",
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+ "sys.path.append(PathSetting.middle_path)\r\n",
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+ "#import IndexStaByOneCycle\r\n",
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+ "import importlib\r\n",
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+ "importlib.reload(IndexStaByOneCycle) \r\n",
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+ "\r\n",
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+ "indexSta = IndexStaByOneCycle.IndexStaByOneCycle()\r\n",
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+ "\r\n",
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+ "data_number_list = sorted(list(set(df_bms[(df_bms['data_status'].isin(['drive']))]['data_split_by_status'])))\r\n",
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+ "for data_number in data_number_list[:]:\r\n",
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+ " df_sel_bms = df_bms[df_bms['data_split_by_status'] == data_number]\r\n",
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+ " df_sel_bms = df_sel_bms.reset_index(drop=True)\r\n",
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+ " df_sel_gps = df_gps[(df_gps['时间戳']>df_sel_bms.loc[0,'时间戳']) & (df_gps['时间戳']<df_sel_bms.loc[len(df_sel_bms)-1,'时间戳'])]\r\n",
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+ " df_sel_gps = df_sel_gps.reset_index(drop=True)\r\n",
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+ "\r\n",
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+ " print(indexSta.odo_sta(np.array(df_sel_gps['odo'])))\r\n",
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+ " print(indexSta.capacity_sta(40, np.array(df_sel_bms['SOC[%]']), np.array(df_sel_bms['SOH[%]'])))\r\n",
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+ " print(indexSta.energy_sta(40, np.array(df_sel_bms['SOC[%]']), np.array(df_sel_bms['SOH[%]']),np.array(df_sel_bms['总电压[V]'])))\r\n",
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+ " print(indexSta.acc_time_sta(np.array(df_sel_bms['时间戳'])))\r\n",
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+ " print(indexSta.mean_temp_sta(np.array(df_sel_bms['单体温度1'])))\r\n",
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+ " print(indexSta.temp_change_rate_sta(np.array(df_sel_bms['时间戳']), np.array(df_sel_bms['单体温度1'])))\r\n",
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+ " print(indexSta.dischrg_max_pwr_sta(np.array(df_sel_bms['总电压[V]']), np.array(df_sel_bms['总电流[A]'])))\r\n",
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+ " print(indexSta.chrg_max_pwr_sta(np.array(df_sel_bms['总电压[V]']), np.array(df_sel_bms['总电流[A]'])))\r\n",
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+ " print(indexSta.speed_sta(indexSta.odo_sta(np.array(df_sel_gps['odo'])), indexSta.acc_time_sta(np.array(df_sel_gps['时间戳'])), np.array(df_sel_gps['speed'])))\r\n",
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+ " break"
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+ ]
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+ },
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{
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"cell_type": "code",
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"execution_count": 11,
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@@ -129,16 +165,8 @@
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"name": "python3"
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},
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"language_info": {
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- "codemirror_mode": {
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- "name": "ipython",
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- "version": 3
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- },
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- "file_extension": ".py",
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- "mimetype": "text/x-python",
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"name": "python",
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- "nbconvert_exporter": "python",
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- "pygments_lexer": "ipython3",
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- "version": "3.7.6"
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+ "version": ""
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},
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"orig_nbformat": 4
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},
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