timestamp,pipeline_id,station_id,rpm,efficiency_pct,suction_pressure_psi,discharge_pressure_psi,power_kw,cavitation_risk_score
2025-01-01T00:00:00,PL-000001,PL-000001-PUMP-01,1670.29,69.24,981.65,1269.4,51.03,0.0
2025-01-01T00:00:00,PL-000001,PL-000001-PUMP-02,1742.81,69.12,1006.19,1513.43,51.12,0.0
2025-01-01T03:00:00,PL-000001,PL-000001-PUMP-01,1528.85,72.58,1092.61,1240.97,49.58,0.0
2025-01-01T03:00:00,PL-000001,PL-000001-PUMP-02,1639.75,69.1,1100.71,1363.89,52.08,0.0
2025-01-01T06:00:00,PL-000001,PL-000001-PUMP-01,1744.71,74.07,1045.17,1382.62,59.75,0.0
2025-01-01T06:00:00,PL-000001,PL-000001-PUMP-02,1767.98,73.42,940.3,1380.1,60.27,0.0
2025-01-01T09:00:00,PL-000001,PL-000001-PUMP-01,1780.4,74.07,942.03,1286.36,68.72,0.0
2025-01-01T09:00:00,PL-000001,PL-000001-PUMP-02,1817.84,77.5,891.89,1422.78,65.68,0.0
2025-01-01T12:00:00,PL-000001,PL-000001-PUMP-01,1865.82,69.92,1062.25,1534.17,84.32,0.0
2025-01-01T12:00:00,PL-000001,PL-000001-PUMP-02,1843.9,74.67,1065.39,1222.01,78.96,0.0
2025-01-01T15:00:00,PL-000001,PL-000001-PUMP-01,1776.75,74.3,1093.45,1333.35,76.84,0.0
2025-01-01T15:00:00,PL-000001,PL-000001-PUMP-02,1868.06,70.43,1100.83,1376.49,81.06,0.0
2025-01-01T18:00:00,PL-000001,PL-000001-PUMP-01,1736.79,73.34,1056.1,1368.76,73.48,0.0
2025-01-01T18:00:00,PL-000001,PL-000001-PUMP-02,1739.4,75.33,967.91,1339.13,71.55,0.0
2025-01-01T21:00:00,PL-000001,PL-000001-PUMP-01,1717.06,73.74,888.97,1380.33,58.42,0.0
2025-01-01T21:00:00,PL-000001,PL-000001-PUMP-02,1761.28,73.06,1116.23,1442.42,58.96,0.0
2025-01-02T00:00:00,PL-000001,PL-000001-PUMP-01,1733.1,72.34,900.72,1517.46,60.24,0.0
2025-01-02T00:00:00,PL-000001,PL-000001-PUMP-02,1728.03,73.67,960.62,1523.65,59.16,0.0
2025-01-02T03:00:00,PL-000001,PL-000001-PUMP-01,1739.97,73.97,997.25,1417.88,56.9,0.0
2025-01-02T03:00:00,PL-000001,PL-000001-PUMP-02,1777.37,73.83,958.03,1282.06,57.01,0.0
2025-01-02T06:00:00,PL-000001,PL-000001-PUMP-01,1765.3,77.42,1090.01,1256.65,65.44,0.0
2025-01-02T06:00:00,PL-000001,PL-000001-PUMP-02,1817.94,75.59,971.49,1364.32,67.03,0.0
2025-01-02T09:00:00,PL-000001,PL-000001-PUMP-01,1856.26,76.18,893.2,1389.73,68.28,0.0
2025-01-02T09:00:00,PL-000001,PL-000001-PUMP-02,1806.97,74.03,1056.27,1457.54,70.27,0.0
2025-01-02T12:00:00,PL-000001,PL-000001-PUMP-01,1765.4,72.54,985.36,1322.2,82.33,0.0
2025-01-02T12:00:00,PL-000001,PL-000001-PUMP-02,1880.6,69.86,1098.15,1514.62,85.48,0.0
2025-01-02T15:00:00,PL-000001,PL-000001-PUMP-01,1815.99,71.84,1084.84,1259.76,82.59,0.0
2025-01-02T15:00:00,PL-000001,PL-000001-PUMP-02,1831.74,72.18,995.89,1335.34,82.2,0.0
2025-01-02T18:00:00,PL-000001,PL-000001-PUMP-01,1698.21,72.87,1032.73,1238.35,75.08,0.0
2025-01-02T18:00:00,PL-000001,PL-000001-PUMP-02,1780.24,74.06,957.99,1436.73,73.88,0.0
2025-01-02T21:00:00,PL-000001,PL-000001-PUMP-01,1873.62,75.15,1021.78,1426.52,61.54,0.0
2025-01-02T21:00:00,PL-000001,PL-000001-PUMP-02,1727.27,73.48,1015.62,1258.92,62.94,0.0
2025-01-03T00:00:00,PL-000001,PL-000001-PUMP-01,1740.69,76.37,974.8,1476.8,54.5,0.0
2025-01-03T00:00:00,PL-000001,PL-000001-PUMP-02,1771.71,71.25,1094.56,1413.64,58.42,0.0
2025-01-03T03:00:00,PL-000001,PL-000001-PUMP-01,1675.07,71.15,997.5,1321.66,55.3,0.0
2025-01-03T03:00:00,PL-000001,PL-000001-PUMP-02,1687.0,73.63,944.96,1405.33,53.44,0.0
2025-01-03T06:00:00,PL-000001,PL-000001-PUMP-01,1786.52,77.49,1117.4,1514.02,64.1,0.0
2025-01-03T06:00:00,PL-000001,PL-000001-PUMP-02,1774.69,77.53,1010.69,1384.82,64.06,0.0
2025-01-03T09:00:00,PL-000001,PL-000001-PUMP-01,1734.43,72.25,1086.32,1520.79,74.16,0.0
2025-01-03T09:00:00,PL-000001,PL-000001-PUMP-02,1738.67,76.09,944.64,1316.66,70.43,0.0
2025-01-03T12:00:00,PL-000001,PL-000001-PUMP-01,1744.77,72.45,1093.03,1215.94,81.05,0.0
2025-01-03T12:00:00,PL-000001,PL-000001-PUMP-02,1794.96,74.87,1037.9,1539.08,78.42,0.0
2025-01-03T15:00:00,PL-000001,PL-000001-PUMP-01,1799.34,73.31,1011.9,1496.96,81.37,0.0
2025-01-03T15:00:00,PL-000001,PL-000001-PUMP-02,1788.71,69.85,1088.22,1223.07,85.39,0.0
2025-01-03T18:00:00,PL-000001,PL-000001-PUMP-01,1719.78,74.34,928.01,1411.3,72.83,0.0
2025-01-03T18:00:00,PL-000001,PL-000001-PUMP-02,1774.53,75.67,946.18,1232.52,71.56,0.0
2025-01-03T21:00:00,PL-000001,PL-000001-PUMP-01,1807.06,73.87,942.33,1375.33,63.18,0.0
2025-01-03T21:00:00,PL-000001,PL-000001-PUMP-02,1774.08,76.8,1024.12,1412.14,60.77,0.0
2025-01-04T00:00:00,PL-000001,PL-000001-PUMP-01,1679.54,74.11,1011.84,1229.7,56.37,0.0
2025-01-04T00:00:00,PL-000001,PL-000001-PUMP-02,1713.58,71.2,1011.8,1341.65,58.68,0.0
2025-01-04T03:00:00,PL-000001,PL-000001-PUMP-01,1755.59,73.46,1073.57,1371.27,51.11,0.0
2025-01-04T03:00:00,PL-000001,PL-000001-PUMP-02,1675.21,68.75,1022.44,1278.24,54.61,0.0
2025-01-04T06:00:00,PL-000001,PL-000001-PUMP-01,1770.65,76.27,950.66,1489.82,59.76,0.0
2025-01-04T06:00:00,PL-000001,PL-000001-PUMP-02,1776.03,74.97,1014.43,1476.71,60.8,0.0
2025-01-04T09:00:00,PL-000001,PL-000001-PUMP-01,1766.88,75.33,1088.5,1382.95,71.27,0.0
2025-01-04T09:00:00,PL-000001,PL-000001-PUMP-02,1790.01,75.14,909.98,1372.37,71.45,0.0
2025-01-04T12:00:00,PL-000001,PL-000001-PUMP-01,1683.36,72.84,1025.12,1258.57,74.61,0.0
2025-01-04T12:00:00,PL-000001,PL-000001-PUMP-02,1793.33,77.61,939.06,1420.95,70.03,0.0
2025-01-04T15:00:00,PL-000001,PL-000001-PUMP-01,1725.12,77.79,950.89,1252.99,73.16,0.0
2025-01-04T15:00:00,PL-000001,PL-000001-PUMP-02,1846.16,76.03,935.93,1209.28,74.85,0.0
2025-01-04T18:00:00,PL-000001,PL-000001-PUMP-01,1719.07,74.02,994.63,1330.57,63.93,0.0
2025-01-04T18:00:00,PL-000001,PL-000001-PUMP-02,1777.96,74.73,906.5,1297.2,63.32,0.0
2025-01-04T21:00:00,PL-000001,PL-000001-PUMP-01,1659.92,72.16,1099.04,1244.01,53.08,0.0
2025-01-04T21:00:00,PL-000001,PL-000001-PUMP-02,1754.8,69.49,1070.36,1543.01,55.12,0.0
2025-01-05T00:00:00,PL-000001,PL-000001-PUMP-01,1663.23,72.98,1103.44,1372.22,50.8,0.0
2025-01-05T00:00:00,PL-000001,PL-000001-PUMP-02,1695.0,70.03,941.09,1207.55,52.94,0.0
2025-01-05T03:00:00,PL-000001,PL-000001-PUMP-01,1634.16,68.63,1100.92,1328.54,49.25,0.0
2025-01-05T03:00:00,PL-000001,PL-000001-PUMP-02,1560.3,67.11,905.45,1551.86,50.36,0.0
2025-01-05T06:00:00,PL-000001,PL-000001-PUMP-01,1647.48,72.56,994.22,1353.27,55.68,0.0
2025-01-05T06:00:00,PL-000001,PL-000001-PUMP-02,1632.9,71.56,911.74,1548.98,56.46,0.0
2025-01-05T09:00:00,PL-000001,PL-000001-PUMP-01,1718.67,75.44,973.82,1215.77,63.01,0.0
2025-01-05T09:00:00,PL-000001,PL-000001-PUMP-02,1800.48,70.16,921.88,1240.4,67.75,0.0
2025-01-05T12:00:00,PL-000001,PL-000001-PUMP-01,1644.81,75.91,1054.55,1454.63,70.06,0.0
2025-01-05T12:00:00,PL-000001,PL-000001-PUMP-02,1758.22,76.11,921.61,1343.02,69.88,0.0
2025-01-05T15:00:00,PL-000001,PL-000001-PUMP-01,1679.33,76.56,894.94,1323.33,66.44,0.0
2025-01-05T15:00:00,PL-000001,PL-000001-PUMP-02,1879.34,74.39,1071.02,1315.45,68.38,0.0
2025-01-05T18:00:00,PL-000001,PL-000001-PUMP-01,1647.82,73.06,1089.55,1417.04,53.68,0.0
2025-01-05T18:00:00,PL-000001,PL-000001-PUMP-02,1826.86,73.16,915.71,1212.38,53.6,0.0
2025-01-05T21:00:00,PL-000001,PL-000001-PUMP-01,1627.52,68.75,1068.59,1389.48,56.55,0.0
2025-01-05T21:00:00,PL-000001,PL-000001-PUMP-02,1668.6,71.72,1114.11,1437.14,54.21,0.0
2025-01-06T00:00:00,PL-000001,PL-000001-PUMP-01,1593.78,68.62,912.53,1335.08,38.35,0.0
2025-01-06T00:00:00,PL-000001,PL-000001-PUMP-02,1569.71,67.03,932.77,1271.78,39.26,0.0
2025-01-06T03:00:00,PL-000001,PL-000001-PUMP-01,1633.51,70.61,928.25,1445.76,47.91,0.0
2025-01-06T03:00:00,PL-000001,PL-000001-PUMP-02,1552.29,69.84,953.92,1291.12,48.43,0.0
2025-01-06T06:00:00,PL-000001,PL-000001-PUMP-01,1760.44,71.95,1025.12,1435.45,51.49,0.0
2025-01-06T06:00:00,PL-000001,PL-000001-PUMP-02,1696.83,68.67,985.2,1421.31,53.94,0.0
2025-01-06T09:00:00,PL-000001,PL-000001-PUMP-01,1705.57,73.47,938.86,1302.41,61.97,0.0
2025-01-06T09:00:00,PL-000001,PL-000001-PUMP-02,1694.87,74.6,986.35,1350.82,61.03,0.0
2025-01-06T12:00:00,PL-000001,PL-000001-PUMP-01,1812.0,75.72,958.23,1231.19,66.25,0.0
2025-01-06T12:00:00,PL-000001,PL-000001-PUMP-02,1853.21,76.22,973.4,1388.15,65.81,0.0
2025-01-06T15:00:00,PL-000001,PL-000001-PUMP-01,1865.01,78.77,993.11,1515.26,63.35,0.0
2025-01-06T15:00:00,PL-000001,PL-000001-PUMP-02,1764.83,77.1,925.04,1486.29,64.72,0.0
2025-01-06T18:00:00,PL-000001,PL-000001-PUMP-01,1699.68,69.73,1022.39,1246.52,62.65,0.0
2025-01-06T18:00:00,PL-000001,PL-000001-PUMP-02,1680.58,72.91,986.12,1284.41,59.91,0.0
2025-01-06T21:00:00,PL-000001,PL-000001-PUMP-01,1614.08,70.34,982.97,1309.6,54.19,0.0
2025-01-06T21:00:00,PL-000001,PL-000001-PUMP-02,1715.76,70.55,1050.15,1517.52,54.03,0.0
2025-01-07T00:00:00,PL-000001,PL-000001-PUMP-01,1734.3,72.35,1104.68,1556.09,44.3,0.0
2025-01-07T00:00:00,PL-000001,PL-000001-PUMP-02,1683.11,69.65,940.51,1219.64,46.02,0.0
2025-01-07T03:00:00,PL-000001,PL-000001-PUMP-01,1666.15,66.3,1054.52,1307.66,50.82,0.0
2025-01-07T03:00:00,PL-000001,PL-000001-PUMP-02,1766.11,70.74,937.97,1535.86,47.63,0.0
2025-01-07T06:00:00,PL-000001,PL-000001-PUMP-01,1749.92,72.61,956.89,1338.11,57.21,0.0
2025-01-07T06:00:00,PL-000001,PL-000001-PUMP-02,1722.25,70.34,976.85,1456.23,59.06,0.0
2025-01-07T09:00:00,PL-000001,PL-000001-PUMP-01,1652.67,76.9,1054.71,1239.43,62.13,0.0
2025-01-07T09:00:00,PL-000001,PL-000001-PUMP-02,1728.64,74.78,918.33,1510.57,63.9,0.0
2025-01-07T12:00:00,PL-000001,PL-000001-PUMP-01,1887.53,75.05,885.16,1428.58,72.43,0.0
2025-01-07T12:00:00,PL-000001,PL-000001-PUMP-02,1767.71,75.17,998.5,1206.83,72.31,0.0
2025-01-07T15:00:00,PL-000001,PL-000001-PUMP-01,1750.51,74.73,983.76,1327.47,74.3,0.0
2025-01-07T15:00:00,PL-000001,PL-000001-PUMP-02,1901.01,73.95,1100.09,1425.55,75.09,0.0
2025-01-07T18:00:00,PL-000001,PL-000001-PUMP-01,1755.34,74.04,945.49,1387.58,64.45,0.0
2025-01-07T18:00:00,PL-000001,PL-000001-PUMP-02,1768.46,77.39,954.15,1236.63,61.65,0.0
2025-01-07T21:00:00,PL-000001,PL-000001-PUMP-01,1714.51,71.63,920.49,1263.8,55.49,0.0
2025-01-07T21:00:00,PL-000001,PL-000001-PUMP-02,1634.38,71.66,1067.34,1331.24,55.46,0.0
2025-01-01T00:00:00,PL-000002,PL-000002-PUMP-01,1668.42,74.46,635.02,868.64,35.27,0.0
2025-01-01T03:00:00,PL-000002,PL-000002-PUMP-01,1704.0,70.55,767.91,877.41,41.44,0.0
2025-01-01T06:00:00,PL-000002,PL-000002-PUMP-01,1676.92,75.73,667.79,956.76,44.02,0.0
2025-01-01T09:00:00,PL-000002,PL-000002-PUMP-01,1794.22,74.76,672.43,873.67,55.76,0.0
2025-01-01T12:00:00,PL-000002,PL-000002-PUMP-01,1845.58,74.7,650.75,838.69,59.65,0.0
2025-01-01T15:00:00,PL-000002,PL-000002-PUMP-01,1826.31,76.04,753.24,1010.15,55.63,0.0
2025-01-01T18:00:00,PL-000002,PL-000002-PUMP-01,1786.06,75.76,755.29,917.55,55.28,0.0
2025-01-01T21:00:00,PL-000002,PL-000002-PUMP-01,1753.38,75.52,629.31,959.39,46.66,0.0
2025-01-02T00:00:00,PL-000002,PL-000002-PUMP-01,1694.46,72.92,624.76,853.51,41.57,0.0
2025-01-02T03:00:00,PL-000002,PL-000002-PUMP-01,1667.09,73.77,762.1,1018.61,40.92,0.0
2025-01-02T06:00:00,PL-000002,PL-000002-PUMP-01,1728.81,78.59,714.02,1053.68,46.36,0.0
2025-01-02T09:00:00,PL-000002,PL-000002-PUMP-01,1769.33,75.89,758.63,1062.67,57.15,0.0
2025-01-02T12:00:00,PL-000002,PL-000002-PUMP-01,1903.55,75.43,701.98,849.17,63.7,0.0
2025-01-02T15:00:00,PL-000002,PL-000002-PUMP-01,1872.1,73.36,756.82,921.75,61.62,0.0
2025-01-02T18:00:00,PL-000002,PL-000002-PUMP-01,1766.14,73.87,656.46,1022.98,57.64,0.0
2025-01-02T21:00:00,PL-000002,PL-000002-PUMP-01,1801.11,76.85,641.02,1028.35,47.14,0.0
2025-01-03T00:00:00,PL-000002,PL-000002-PUMP-01,1663.59,74.89,672.9,961.34,44.33,0.0
2025-01-03T03:00:00,PL-000002,PL-000002-PUMP-01,1665.72,75.02,718.05,861.86,40.45,0.0
2025-01-03T06:00:00,PL-000002,PL-000002-PUMP-01,1785.74,76.8,643.46,1007.88,49.21,0.0
2025-01-03T09:00:00,PL-000002,PL-000002-PUMP-01,1818.09,75.21,750.73,1003.84,56.67,0.0
2025-01-03T12:00:00,PL-000002,PL-000002-PUMP-01,1790.23,71.48,665.15,901.2,64.95,0.0
2025-01-03T15:00:00,PL-000002,PL-000002-PUMP-01,1782.35,73.8,766.92,1019.09,59.29,0.0
2025-01-03T18:00:00,PL-000002,PL-000002-PUMP-01,1767.65,76.75,631.16,900.72,52.32,0.0
2025-01-03T21:00:00,PL-000002,PL-000002-PUMP-01,1796.88,73.74,675.32,1036.67,45.63,0.0
2025-01-04T00:00:00,PL-000002,PL-000002-PUMP-01,1656.67,78.05,619.24,840.76,38.37,0.0
2025-01-04T03:00:00,PL-000002,PL-000002-PUMP-01,1748.8,74.63,621.8,987.58,42.43,0.0
2025-01-04T06:00:00,PL-000002,PL-000002-PUMP-01,1843.83,78.49,773.45,903.22,42.86,0.0
2025-01-04T09:00:00,PL-000002,PL-000002-PUMP-01,1795.95,75.06,745.19,1040.26,54.16,0.0
2025-01-04T12:00:00,PL-000002,PL-000002-PUMP-01,1823.95,77.12,769.87,1032.59,55.42,0.0
2025-01-04T15:00:00,PL-000002,PL-000002-PUMP-01,1751.34,76.96,695.28,1066.06,55.35,0.0
2025-01-04T18:00:00,PL-000002,PL-000002-PUMP-01,1803.03,76.32,645.97,896.38,47.87,0.0
2025-01-04T21:00:00,PL-000002,PL-000002-PUMP-01,1678.08,72.87,714.75,947.61,41.71,0.0
2025-01-05T00:00:00,PL-000002,PL-000002-PUMP-01,1642.79,70.3,751.73,841.96,34.31,0.0
2025-01-05T03:00:00,PL-000002,PL-000002-PUMP-01,1632.38,70.6,660.89,1005.87,36.83,0.0
2025-01-05T06:00:00,PL-000002,PL-000002-PUMP-01,1746.98,75.56,774.01,880.18,41.52,0.0
2025-01-05T09:00:00,PL-000002,PL-000002-PUMP-01,1828.23,78.54,636.66,887.65,45.93,0.0
2025-01-05T12:00:00,PL-000002,PL-000002-PUMP-01,1799.71,77.2,753.83,1060.06,52.62,0.0
2025-01-05T15:00:00,PL-000002,PL-000002-PUMP-01,1804.14,75.77,766.82,901.44,52.48,0.0
2025-01-05T18:00:00,PL-000002,PL-000002-PUMP-01,1791.58,71.58,674.24,920.0,45.85,0.0
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