diff --git "a/test_FD001.csv" "b/test_FD001.csv"
new file mode 100644--- /dev/null
+++ "b/test_FD001.csv"
@@ -0,0 +1,13097 @@
+unit_number,time_in_cycles,op_setting_1,op_setting_2,op_setting_3,sensor_1,sensor_2,sensor_3,sensor_4,sensor_5,sensor_6,sensor_7,sensor_8,sensor_9,sensor_10,sensor_11,sensor_12,sensor_13,sensor_14,sensor_15,sensor_16,sensor_17,sensor_18,sensor_19,sensor_20,sensor_21
+1,1,0.0023,0.0003,100.0,518.67,643.02,1585.29,1398.21,14.62,21.61,553.9,2388.04,9050.17,1.3,47.2,521.72,2388.03,8125.55,8.4052,0.03,392,2388,100.0,38.86,23.3735
+1,2,-0.0027,-0.0003,100.0,518.67,641.71,1588.45,1395.42,14.62,21.61,554.85,2388.01,9054.42,1.3,47.5,522.16,2388.06,8139.62,8.3803,0.03,393,2388,100.0,39.02,23.3916
+1,3,0.0003,0.0001,100.0,518.67,642.46,1586.94,1401.34,14.62,21.61,554.11,2388.05,9056.96,1.3,47.5,521.97,2388.03,8130.1,8.4441,0.03,393,2388,100.0,39.08,23.4166
+1,4,0.0042,0.0,100.0,518.67,642.44,1584.12,1406.42,14.62,21.61,554.07,2388.03,9045.29,1.3,47.28,521.38,2388.05,8132.9,8.3917,0.03,391,2388,100.0,39.0,23.3737
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+1,6,0.0012,0.0003,100.0,518.67,642.11,1579.12,1395.13,14.62,21.61,554.22,2388.0,9050.96,1.3,47.26,521.92,2388.08,8127.46,8.4238,0.03,392,2388,100.0,38.91,23.3467
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+1,11,0.0007,-0.0004,100.0,518.67,642.04,1581.03,1403.83,14.62,21.61,554.69,2388.04,9051.67,1.3,47.23,521.95,2388.06,8132.38,8.3919,0.03,391,2388,100.0,39.06,23.3609
+1,12,0.0026,0.0003,100.0,518.67,642.54,1587.43,1397.82,14.62,21.61,554.35,2388.02,9050.02,1.3,47.27,522.01,2388.06,8132.33,8.3984,0.03,391,2388,100.0,39.11,23.3845
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+1,14,0.0017,-0.0004,100.0,518.67,642.23,1583.16,1402.88,14.62,21.61,554.66,2388.03,9045.3,1.3,47.24,521.95,2388.06,8130.3,8.4293,0.03,392,2388,100.0,39.03,23.4572
+1,15,-0.0003,-0.0003,100.0,518.67,642.5,1584.81,1398.79,14.62,21.61,554.15,2388.0,9052.59,1.3,47.35,521.38,2388.0,8133.62,8.4163,0.03,392,2388,100.0,39.04,23.3672
+1,16,-0.0018,0.0003,100.0,518.67,642.32,1584.51,1407.76,14.62,21.61,553.82,2388.1,9041.94,1.3,47.39,522.16,2388.1,8133.83,8.43,0.03,390,2388,100.0,38.87,23.3484
+1,17,0.0014,0.0002,100.0,518.67,642.19,1582.7,1404.12,14.62,21.61,554.42,2388.06,9045.85,1.3,47.27,522.09,2388.02,8126.78,8.4577,0.03,391,2388,100.0,39.09,23.3409
+1,18,0.0035,0.0001,100.0,518.67,642.59,1586.53,1403.69,14.62,21.61,553.5,2388.04,9048.12,1.3,47.44,522.14,2388.06,8133.22,8.4323,0.03,391,2388,100.0,38.96,23.4481
+1,19,0.0029,0.0001,100.0,518.67,642.43,1585.58,1402.3,14.62,21.61,553.87,2388.01,9046.9,1.3,47.25,522.06,2388.01,8129.31,8.3892,0.03,391,2388,100.0,39.06,23.3809
+1,20,0.0011,-0.0001,100.0,518.67,642.61,1587.78,1400.7,14.62,21.61,554.31,2388.05,9041.12,1.3,47.46,522.28,2388.05,8128.59,8.4099,0.03,392,2388,100.0,39.0,23.3325
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+1,25,0.0028,-0.0003,100.0,518.67,642.25,1582.43,1400.23,14.62,21.61,553.76,2388.11,9043.8,1.3,47.37,522.26,2388.08,8128.65,8.4007,0.03,393,2388,100.0,38.96,23.3785
+1,26,0.0047,-0.0005,100.0,518.67,642.48,1583.28,1408.07,14.62,21.61,554.59,2388.08,9053.43,1.3,47.33,521.95,2388.07,8129.12,8.3949,0.03,391,2388,100.0,38.77,23.3557
+1,27,-0.0007,0.0001,100.0,518.67,642.08,1586.65,1400.31,14.62,21.61,554.35,2388.09,9046.1,1.3,47.34,521.82,2388.02,8127.24,8.4494,0.03,392,2388,100.0,38.87,23.3931
+1,28,0.0022,0.0005,100.0,518.67,641.93,1594.25,1401.29,14.62,21.61,553.56,2388.07,9055.56,1.3,47.05,521.84,2388.07,8134.89,8.447,0.03,392,2388,100.0,38.83,23.3502
+1,29,0.0014,0.0001,100.0,518.67,641.95,1587.15,1398.11,14.62,21.61,554.15,2388.08,9046.11,1.3,47.42,522.39,2388.07,8133.13,8.4212,0.03,392,2388,100.0,39.02,23.3621
+1,30,-0.0025,0.0004,100.0,518.67,642.79,1585.72,1400.97,14.62,21.61,554.1,2388.09,9047.45,1.3,47.4,521.78,2388.1,8134.79,8.411,0.03,391,2388,100.0,39.09,23.4069
+1,31,-0.0006,0.0004,100.0,518.67,642.58,1581.22,1398.91,14.62,21.61,554.42,2388.08,9056.4,1.3,47.23,521.79,2388.06,8130.11,8.4024,0.03,393,2388,100.0,38.81,23.3552
+2,1,-0.0009,0.0004,100.0,518.67,642.66,1589.3,1407.16,14.62,21.61,553.14,2388.1,9040.2,1.3,47.43,521.62,2388.14,8129.59,8.4283,0.03,392,2388,100.0,39.0,23.3923
+2,2,-0.0011,0.0002,100.0,518.67,642.51,1588.43,1405.47,14.62,21.61,553.53,2388.07,9053.77,1.3,47.45,522.02,2388.08,8120.05,8.4414,0.03,393,2388,100.0,38.84,23.2902
+2,3,0.0002,0.0003,100.0,518.67,642.58,1595.6,1410.86,14.62,21.61,553.34,2388.13,9036.57,1.3,47.45,521.29,2388.08,8126.75,8.3804,0.03,394,2388,100.0,39.02,23.4064
+2,4,0.0025,0.0001,100.0,518.67,642.31,1583.43,1408.23,14.62,21.61,554.15,2388.14,9047.06,1.3,47.42,521.57,2388.06,8129.91,8.4342,0.03,393,2388,100.0,38.82,23.4699
+2,5,0.0004,-0.0004,100.0,518.67,642.77,1585.03,1407.6,14.62,21.61,553.98,2388.13,9043.96,1.3,47.47,521.59,2388.11,8127.01,8.4247,0.03,392,2388,100.0,38.81,23.3895
+2,6,-0.0008,-0.0003,100.0,518.67,642.5,1579.87,1402.27,14.62,21.61,553.79,2388.11,9042.51,1.3,47.6,521.8,2388.06,8128.82,8.4182,0.03,392,2388,100.0,38.78,23.2688
+2,7,0.0019,0.0,100.0,518.67,642.63,1594.28,1405.38,14.62,21.61,553.56,2388.14,9050.22,1.3,47.52,520.97,2388.07,8127.07,8.4113,0.03,393,2388,100.0,38.75,23.5222
+2,8,0.0015,0.0003,100.0,518.67,642.61,1583.23,1404.58,14.62,21.61,553.16,2388.07,9050.66,1.3,47.41,521.72,2388.15,8134.66,8.443,0.03,391,2388,100.0,38.79,23.224
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+2,10,0.0021,0.0004,100.0,518.67,642.53,1590.87,1406.04,14.62,21.61,553.45,2388.12,9053.96,1.3,47.47,521.09,2388.1,8123.71,8.4211,0.03,392,2388,100.0,38.92,23.3399
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