Datasets:

krohnedigital
/

FuelCast

Consumer_Boiler1_FuelType large_stringclasses 2 values	Consumer_Boiler2_FuelType large_stringclasses 2 values	Consumer_GeneratorEngine1_FuelType large_stringclasses 3 values	Consumer_GeneratorEngine1_RotationSpeed float64 0 517 ⌀	Consumer_GeneratorEngine2_FuelType large_stringclasses 3 values	Consumer_GeneratorEngine2_MomentaryFuel float64 0 0.54 ⌀	Consumer_GeneratorEngine2_RotationSpeed float64 0 519 ⌀	Consumer_GeneratorEngine2_ShaftPower float64 0 9.35M ⌀	Consumer_GeneratorEngine3_FuelType large_stringclasses 3 values	Consumer_GeneratorEngine3_RotationSpeed float64 0 516 ⌀	Consumer_GeneratorEngine4_FuelType large_stringclasses 3 values	Consumer_GeneratorEngine4_MomentaryFuel float64 0 0.56 ⌀	Consumer_GeneratorEngine4_RotationSpeed float64 0 516 ⌀	Consumer_GeneratorEngine4_ShaftPower float64 0 9.16M ⌀	Consumer_GeneratorEngine5_FuelType large_stringclasses 3 values	Consumer_GeneratorEngine5_MomentaryFuel float64 0 0.52 ⌀	Consumer_GeneratorEngine5_RotationSpeed float64 0 517 ⌀	Consumer_GeneratorEngine5_ShaftPower float64 0 9.2M ⌀	Consumer_Total_MomentaryFuel float64 0 2.39	Consumer_Total_ShaftPower float64 0 41.8M	Environment_SeaFloorDepth float64 5.62 347 ⌀	Propeller_Port_RotationSpeed float64 0 137 ⌀	Propeller_Port_ShaftPower float64 0 17.1M ⌀	Propeller_Port_ShaftTorque float64 528 1.2M ⌀	Propeller_Starboard_RotationSpeed float64 0 200 ⌀	Propeller_Starboard_ShaftPower float64 0 16.8M ⌀	Propeller_Starboard_ShaftTorque float64 0 1.18M ⌀	Propeller_Total_ShaftPower float64 0 33.9M	Ship_Bearing float64 0 360 ⌀	Ship_Heading float64 0 360 ⌀	Ship_SpeedOverGround float64 0 12.1 ⌀	Ship_SpeedThroughWater float64 0 12.4 ⌀	Weather_OceanCurrentDirection float64 0 357 ⌀	Weather_OceanCurrentVelocity float64 0 2.14 ⌀	Weather_Precipitation float64 0 8.2 ⌀	Weather_RelativeHumidity2M float64 7 100 ⌀	Weather_SurfacePressure float64 886 1.03k ⌀	Weather_SwellWaveDirection float64 0 359 ⌀	Weather_SwellWaveHeight float64 0.02 4.46 ⌀	Weather_SwellWavePeakPeriod float64 0 21.8 ⌀	Weather_SwellWavePeriod float64 1.4 16.8 ⌀	Weather_Temperature2M float64 11.5 43 ⌀	Weather_WaveDirection float64 0 359 ⌀	Weather_WaveHeight float64 0.02 4.48 ⌀	Weather_WavePeriod float64 1.5 16.7 ⌀	Weather_WeatherCode float64 0 96 ⌀	Weather_WindDirection10M float64 1 360 ⌀	Weather_WindGusts10M float64 0.3 25.1 ⌀	Weather_WindSpeed10M float64 0 17 ⌀	Weather_WindWaveDirection float64 0 359 ⌀	Weather_WindWaveHeight float64 0 3.62 ⌀	Weather_WindWavePeakPeriod float64 0.7 9.3 ⌀	Weather_WindWavePeriod float64 0 7.15 ⌀	index int64 0 105k
DM	DM	RM 380	1	RM 380	0.291173	410	3,901,800	RM 380	0	RM 380	0.279896	409.2	3,920,600	RM 380	0	0	0	0.571069	7,822,400	75.765625	72.960001	2,678,438.8	350,563.85625	72.006599	2,564,739.4	340,127.01875	5,243,178.2	null	226.060001	6.790667	6.965578	198	0.16	0	87	1,016.1	188	0.26	6.3	4.45	19.2	140	0.36	5.25	3	193	4.3	2.67	223	0	1.65	0	0
DM	DM	RM 380	0.8	RM 380	0.288768	410	3,938,000	RM 380	0	RM 380	0.293502	511.4	3,855,800	RM 380	0	0	0	0.58227	7,793,800	75.765867	72.926399	2,683,832.8	351,430.06875	72	2,577,400.2	341,838.31875	5,261,233	232.976233	225.879996	6.790667	6.986155	200.916667	0.1675	0	86.916667	1,016.058333	187.75	0.256667	6.3	4.433333	19.191667	138.833333	0.358333	5.225	3	189.833333	4.15	2.566667	208.333333	0	1.595833	0	1
DM	DM	RM 380	1	RM 380	0.295024	512.2	4,914,000	RM 380	0	RM 380	0.280503	511	4,954,000	RM 380	0	0	0	0.575528	9,868,000	73.075334	72.966801	2,685,388	351,440.6375	72	2,571,586	341,067.175	5,256,974	232.272929	225.7	6.790667	6.996444	203.833333	0.175	0	86.833333	1,016.016667	187.5	0.253333	6.3	4.416667	19.183333	137.666667	0.356667	5.2	3	186.666667	4	2.463333	193.666667	0	1.541667	0	2
DM	DM	RM 380	1	RM 380	0.291656	512.4	4,886,000	RM 380	0	RM 380	0.278987	511	4,926,600	RM 380	0	0	0	0.570643	9,812,600	72.895466	72.966751	2,677,291.75	350,381.640625	72	2,566,647.6	340,412.23125	5,243,939.35	231.903538	225.860001	6.790667	6.975867	206.75	0.1825	0	86.75	1,015.975	187.25	0.25	6.3	4.4	19.175	136.5	0.355	5.175	3	183.5	3.85	2.36	179	0	1.4875	0	3
DM	DM	RM 380	0.6	RM 380	0.289747	307.4	2,901,000	RM 380	0	RM 380	0.286968	306.6	2,941,000	RM 380	0	0	0	0.576716	5,842,000	71.986555	72.953401	2,668,963	349,359.60625	72	2,558,683.4	339,355.86875	5,227,646.4	232.158584	225.979999	6.749511	6.934711	209.666667	0.19	0	86.666667	1,015.933333	187	0.246667	6.3	4.383333	19.166667	135.333333	0.353333	5.15	3	180.333333	3.7	2.256667	164.333333	0	1.433333	0	4
DM	DM	RM 380	0.8	RM 380	0.295088	409.6	3,997,000	RM 380	0	RM 380	0.282061	409	3,851,600	RM 380	0	0	0	0.577149	7,848,600	72.91538	72.953401	2,679,175.8	350,701.1875	72	2,575,887	341,637.60625	5,255,062.8	232.174759	226.059998	6.739222	6.924422	212.583333	0.1975	0	86.583333	1,015.891667	186.75	0.243333	6.3	4.366667	19.158333	134.166667	0.351667	5.125	3	177.166667	3.55	2.153333	149.666667	0	1.379167	0	5
DM	DM	RM 380	0.8	RM 380	0.292515	307	2,913,600	RM 380	0	RM 380	0.282932	408.6	2,939,000	RM 380	0	0	0	0.575447	5,852,600	71.127187	72.98	2,661,828	348,292.68125	72	2,564,736.4	340,158.70625	5,226,564.4	232.462898	226.179999	6.790667	6.965578	215.5	0.205	0	86.5	1,015.85	186.5	0.24	6.3	4.35	19.15	133	0.35	5.1	3	174	3.4	2.05	135	0	1.325	0	6
DM	DM	RM 380	1	RM 380	0.292851	512	4,875,400	RM 380	0	RM 380	0.288863	511.2	4,949,200	RM 380	0	0	0	0.581714	9,824,600	69.79693	72.9466	2,660,347.8	348,260.98125	72	2,556,771.6	339,102.3375	5,217,119.4	232.314704	225.839996	6.770089	6.955289	218.416667	0.2125	0	86.416667	1,015.808333	186.25	0.236667	6.3	4.333333	19.141667	131.833333	0.348333	5.075	3	170.833333	3.25	1.946667	120.333333	0	1.270833	0	7
DM	DM	RM 380	1.2	RM 380	0.299054	512.8	5,020,200	RM 380	0	RM 380	0.284043	511.4	4,913,600	RM 380	0	0	0	0.583097	9,933,800	69.529668	72.960001	2,659,785.6	348,123.66875	72	2,560,514.8	339,598.83125	5,220,300.4	232.33064	226.059998	6.7598	6.955289	221.333333	0.22	0	86.333333	1,015.766667	186	0.233333	6.3	4.316667	19.133333	130.666667	0.346667	5.05	3	167.666667	3.1	1.843333	105.666667	0	1.216667	0	8
DM	DM	RM 380	1	RM 380	0.289398	512	4,881,600	RM 380	0	RM 380	0.27722	510.6	4,972,600	RM 380	0	0	0	0.566619	9,854,200	69.326747	72.960001	2,671,642.2	349,676.50625	72	2,548,408.4	337,993.1625	5,220,050.6	232.534953	225.919998	6.790667	6.965578	224.25	0.2275	0	86.25	1,015.725	185.75	0.23	6.3	4.3	19.125	129.5	0.345	5.025	3	164.5	2.95	1.74	91	0	1.1625	0	9
DM	DM	RM 380	1	RM 380	0.29108	512	4,850,000	RM 380	0	RM 380	0.282726	510.8	4,953,800	RM 380	0	0	0	0.573805	9,803,800	68.852035	72.966801	2,668,851.2	349,275.09375	72	2,557,010.4	339,134.03125	5,225,861.6	232.726835	225.840002	6.790667	6.986156	227.166667	0.235	0	86.166667	1,015.683333	185.5	0.226667	6.3	4.283333	19.116667	128.333333	0.343333	5	3	161.333333	2.8	1.636667	76.333333	0	1.108333	0	10
DM	DM	RM 380	1	RM 380	0.296128	512.6	4,864,600	RM 380	0	RM 380	0.275	511.2	4,802,800	RM 380	0	0	0	0.571128	9,667,400	69.201726	72.700001	2,631,439	345,601.601563	71.975	2,544,164	337,546.859375	5,175,603	232.805001	225.760001	6.821533	7.006733	230.083333	0.2425	0	86.083333	1,015.641667	185.25	0.223333	6.3	4.266667	19.108333	127.166667	0.341667	4.975	3	158.166667	2.65	1.533333	61.666667	0	1.054167	0	11
DM	DM	RM 380	0.8	RM 380	0.287014	410	3,967,200	RM 380	0	RM 380	0.276074	409.2	3,786,200	RM 380	0	0	0	0.563088	7,753,400	69.173083	71.886798	2,539,385	337,327.65625	71.9202	2,558,300.2	339,683.34375	5,097,685.2	232.622175	225.300003	6.780378	6.986155	233	0.25	0	86	1,015.6	185	0.22	6.3	4.25	19.1	126	0.34	4.95	3	155	2.5	1.43	47	0	1	0	12
DM	DM	RM 380	1	RM 380	0.284963	512	4,829,800	RM 380	0	RM 380	0.287673	510.8	4,836,800	RM 380	0	0	0	0.572636	9,666,600	70.364855	71.893399	2,544,460.2	337,972.0375	71.960001	2,553,295.8	338,827.6875	5,097,756	231.895511	224.839999	6.739222	6.955289	236.083333	0.254167	0	86.5	1,015.583333	184.416667	0.22	6.1	4.254167	19.083333	125.416667	0.338333	4.925	3	153.333333	2.608333	1.535	50.416667	0	1.041667	0	13
DM	DM	RM 380	1	RM 380	0.288723	512.6	4,908,000	RM 380	0	RM 380	0.27433	511.2	4,811,000	RM 380	0	0	0	0.563053	9,719,000	70.943813	71.893599	2,527,612.6	335,732.55	71.9532	2,554,866.6	339,070.65625	5,082,479.2	231.621072	225.020001	6.739222	6.986155	239.166667	0.258333	0	87	1,015.566667	183.833333	0.22	5.9	4.258333	19.066667	124.833333	0.336667	4.9	3	151.666667	2.716667	1.64	53.833333	0	1.083333	0	14
DM	DM	RM 380	1.2	RM 380	0.28603	512.4	4,881,400	RM 380	0	RM 380	0.281419	510.8	4,880,400	RM 380	0	0	0	0.567449	9,761,800	72.010508	71.891748	2,535,902	336,847.015625	71.966667	2,542,213.333333	337,331.177083	5,078,115.333333	231.591771	225	6.739222	6.965578	242.25	0.2625	0	87.5	1,015.55	183.25	0.22	5.7	4.2625	19.05	124.25	0.335	4.875	3	150	2.825	1.745	57.25	0	1.125	0	15
DM	DM	RM 380	1	RM 380	0.289986	512.6	4,951,000	RM 380	0	RM 380	0.282507	511.2	4,727,400	RM 380	0	2.4	0	0.572493	9,678,400	74.59936	71.866602	2,526,987.6	335,774.80625	71.960001	2,538,387.2	336,852.29375	5,065,374.8	231.427846	224.880002	6.739222	6.945	245.333333	0.266667	0	88	1,015.533333	182.666667	0.22	5.5	4.266667	19.033333	123.666667	0.333333	4.85	3	148.333333	2.933333	1.85	60.666667	0	1.166667	0	16
DM	DM	RM 380	0.8	RM 380	0.289157	410.2	3,798,600	RM 380	0	RM 380	0.275607	511.2	3,900,200	RM 380	0	0	0	0.564763	7,698,800	76.547085	71.88	2,523,591.4	335,267.75625	71.939999	2,524,244.2	335,067.05	5,047,835.6	231.851817	225.2	6.698066	6.924422	248.416667	0.270833	0	88.5	1,015.516667	182.083333	0.22	5.3	4.270833	19.016667	123.083333	0.331667	4.825	3	146.666667	3.041667	1.955	64.083333	0	1.208333	0	17
DM	DM	RM 380	0.8	RM 380	0.289399	409.8	3,943,600	RM 380	0	RM 380	0.275513	408.6	3,818,800	RM 380	0	0	0	0.564912	7,762,400	79.93956	71.9132	2,525,233	335,320.58125	71.933401	2,530,677.8	335,954.3875	5,055,910.8	232.082287	224.820001	6.718644	6.965578	251.5	0.275	0	89	1,015.5	181.5	0.22	5.1	4.275	19	122.5	0.33	4.8	3	145	3.15	2.06	67.5	0	1.25	0	18
DM	DM	RM 380	1	RM 380	0.286785	512.2	4,829,000	RM 380	0	RM 380	0.278764	511.2	4,766,400	RM 380	0	0	0	0.56555	9,595,400	80.900376	71.9132	2,522,297	334,929.7125	71.967003	2,521,261.666667	334,549.427083	5,043,558.666667	231.327506	223.879999	6.708355	6.934711	254.583333	0.279167	0	89.5	1,015.483333	180.916667	0.22	4.9	4.279167	18.983333	121.916667	0.328333	4.775	3	143.333333	3.258333	2.165	70.916667	0	1.291667	0	19
DM	DM	RM 380	0.8	RM 380	0.288555	409.4	3,877,400	RM 380	0	RM 380	0.281089	408.4	3,875,000	RM 380	0	0	0	0.569645	7,752,400	81.988041	71.933401	2,522,427.6	334,866.3375	71.908501	2,522,311.75	334,958.765625	5,044,739.35	231.04371	223.800003	6.728933	6.883267	257.666667	0.283333	0	90	1,015.466667	180.333333	0.22	4.7	4.283333	18.966667	121.333333	0.326667	4.75	3	141.666667	3.366667	2.27	74.333333	0	1.333333	0	20
DM	DM	RM 380	0.8	RM 380	0.284298	410.2	3,783,000	RM 380	0	RM 380	0.278364	511	3,799,400	RM 380	0	0	0	0.562662	7,582,400	85.736109	71.873199	2,525,056.2	335,489.59375	71.9466	2,518,889	334,327.59375	5,043,945.2	230.971914	223.760001	6.728933	6.842111	260.75	0.2875	0	90.5	1,015.45	179.75	0.22	4.5	4.2875	18.95	120.75	0.325	4.725	3	140	3.475	2.375	77.75	0	1.375	0	21
DM	DM	RM 380	1	RM 380	0.284584	512.2	4,865,800	RM 380	0	RM 380	0.279141	511	4,786,400	RM 380	0	0	0	0.563725	9,652,200	87.193754	71.926599	2,533,159	336,313.55	71.9132	2,529,806	335,933.2625	5,062,965	231.166292	223.800003	6.739222	6.770089	263.833333	0.291667	0	91	1,015.433333	179.166667	0.22	4.3	4.291667	18.933333	120.166667	0.323333	4.7	3	138.333333	3.583333	2.48	81.166667	0	1.416667	0	22
DM	DM	RM 380	1	RM 380	0.288847	512.6	4,819,800	RM 380	0	RM 380	0.279078	511.6	4,810,200	RM 380	0	0	0	0.567925	9,630,000	93.647995	71.9132	2,516,324.8	334,148.00625	71.920001	2,526,059.6	335,405.08125	5,042,384.4	231.256243	224	6.739222	6.770089	266.916667	0.295833	0	91.5	1,015.416667	178.583333	0.22	4.1	4.295833	18.916667	119.583333	0.321667	4.675	3	136.666667	3.691667	2.585	84.583333	0	1.458333	0	23
DM	DM	RM 380	1	RM 380	0.281108	512.8	4,781,800	RM 380	0	RM 380	0.276988	511.2	4,722,000	RM 380	0	0	0	0.558096	9,503,800	103.252223	71.886601	2,514,993	334,095.19375	71.939999	2,510,333.4	333,218.41875	5,025,326.4	231.48617	224	6.739222	6.8524	270	0.3	0	92	1,015.4	178	0.22	3.9	4.3	18.9	119	0.32	4.65	3	135	3.8	2.69	88	0	1.5	0	24
DM	DM	RM 380	1	RM 380	0.28869	512.2	4,950,000	RM 380	1.6	RM 380	0.27858	511	4,757,000	RM 380	0	0	0	0.56727	9,707,000	104.680882	71.883249	2,520,593.25	334,853.132813	71.940001	2,517,022.8	334,105.7625	5,037,616.05	231.607061	224.079999	6.739222	6.934711	273.75	0.286667	0	92	1,015.441667	167.5	0.22	3.870833	4.308333	18.875	118.166667	0.321667	4.616667	3	133.916667	3.816667	2.701667	90.833333	0	1.5	0	25
DM	DM	RM 380	0.8	RM 380	0.28616	410	3,839,600	RM 380	0	RM 380	0.274925	408.8	3,896,000	RM 380	0	0	0	0.561085	7,735,600	107.779028	71.886601	2,506,222.8	332,922.6375	71.88	2,504,488.2	332,721.93125	5,010,711	231.568756	223.700003	6.7598	6.996444	277.5	0.273333	0	92	1,015.483333	157	0.22	3.841667	4.316667	18.85	117.333333	0.323333	4.583333	3	132.833333	3.833333	2.713333	93.666667	0	1.5	0	26
DM	DM	RM 380	1	RM 380	0.288246	512.4	4,780,600	RM 380	0	RM 380	0.274841	511	4,861,200	RM 380	0	0	0	0.563087	9,641,800	109.032567	71.9	2,514,995	334,031.8125	71.9466	2,517,773	334,179.70625	5,032,768	231.684054	224.020001	6.749511	6.975867	281.25	0.26	0	92	1,015.525	146.5	0.22	3.8125	4.325	18.825	116.5	0.325	4.55	3	131.75	3.85	2.725	96.5	0	1.5	0	27
DM	DM	RM 380	1	RM 380	0.284954	512	4,816,800	RM 380	0	RM 380	0.284279	511	4,864,400	RM 380	0	0	0	0.569233	9,681,200	110.876244	71.866599	2,521,369	335,035.3625	71.9332	2,512,248.4	333,503.63125	5,033,617.4	231.939811	223.959998	6.749511	6.986156	285	0.246667	0	92	1,015.566667	136	0.22	3.783333	4.333333	18.8	115.666667	0.326667	4.516667	3	130.666667	3.866667	2.736667	99.333333	0	1.5	0	28
DM	DM	RM 380	1	RM 380	0.283612	512	4,865,400	RM 380	0	RM 380	0.279041	510.6	4,727,600	RM 380	0	0	0	0.562653	9,593,000	111.059817	71.8866	2,519,937.6	334,750.1375	71.9334	2,519,935.4	334,528.3125	5,039,873	232.022939	223.760001	6.790667	6.975867	288.75	0.233333	0	92	1,015.608333	125.5	0.22	3.754167	4.341667	18.775	114.833333	0.328333	4.483333	3	129.583333	3.883333	2.748333	102.166667	0	1.5	0	29
DM	DM	RM 380	1	RM 380	0.284774	511.8	4,805,800	RM 380	0	RM 380	0.275	510.6	4,812,000	RM 380	0	0	0	0.559774	9,617,800	126.725488	71.8998	2,511,929.8	333,619.8375	71.906799	2,515,711	334,095.1875	5,027,640.8	231.869777	223.939999	6.790667	6.996444	292.5	0.22	0	92	1,015.65	115	0.22	3.725	4.35	18.75	114	0.33	4.45	3	128.5	3.9	2.76	105	0	1.5	0	30
DM	DM	RM 380	1	RM 380	0.286429	512.4	4,824,400	DM	0	DM	0.280837	510.8	4,777,800	DM	0	0	0	0.567267	9,602,200	130.906789	71.886601	2,518,937.4	334,612.8125	71.9415	2,519,715.25	334,457	5,038,652.65	231.691601	223.819998	6.790667	7.017022	296.25	0.206667	0	92	1,015.691667	104.5	0.22	3.695833	4.358333	18.725	113.166667	0.331667	4.416667	3	127.416667	3.916667	2.771667	107.833333	0	1.5	0	31
DM	DM	RM 380	1	RM 380	0.282668	512.2	4,841,600	DM	0	DM	0.275125	511	4,777,000	DM	0	0	0	0.557793	9,618,600	142.52137	71.9	2,516,619	334,243.08125	71.8998	2,521,535	334,898.03125	5,038,154	231.627328	224.039999	6.790667	7.006733	300	0.193333	0	92	1,015.733333	94	0.22	3.666667	4.366667	18.7	112.333333	0.333333	4.383333	3	126.333333	3.933333	2.783333	110.666667	0	1.5	0	32
DM	DM	RM 380	1	RM 380	0.27219	512	4,815,400	DM	0	DM	0.276828	510.8	4,803,600	DM	0	0	0	0.549018	9,619,000	147.61164	71.899998	2,515,464.5	334,087.273438	71.925249	2,525,359.25	335,288.875	5,040,823.75	230.852285	222.860001	6.800955	7.027311	303.75	0.18	0	92	1,015.775	83.5	0.22	3.6375	4.375	18.675	111.5	0.335	4.35	3	125.25	3.95	2.795	113.5	0	1.5	0	33
DM	DM	RM 380	1.2	RM 380	0.283619	512	4,808,400	DM	0	DM	0.27255	511	4,801,000	DM	0	0	0	0.556169	9,609,400	150.088837	71.8664	2,523,656.8	335,331.1375	71.939799	2,523,826	335,014.23125	5,047,482.8	230.435795	223	6.831822	7.047889	307.5	0.166667	0	92	1,015.816667	73	0.22	3.608333	4.383333	18.65	110.666667	0.336667	4.316667	3	124.166667	3.966667	2.806667	116.333333	0	1.5	0	34
DM	DM	RM 380	1	RM 380	0.288876	512.6	4,849,800	DM	0	DM	0.283861	408.8	4,773,400	DM	0	0	0	0.572737	9,623,200	152.429899	71.9532	2,522,912.6	334,824.08125	71.933199	2,520,737.4	334,633.9375	5,043,650	230.899204	223.719998	6.790667	7.006733	311.25	0.153333	0	92	1,015.858333	62.5	0.22	3.579167	4.391667	18.625	109.833333	0.338333	4.283333	3	123.083333	3.983333	2.818333	119.166667	0	1.5	0	35
DM	DM	RM 380	1	RM 380	0.292807	512.2	4,757,600	DM	0	DM	0.271121	408.6	4,896,400	DM	0	0	0	0.563928	9,654,000	167.162838	71.933199	2,513,381.4	333,662.08125	71.9132	2,527,673.4	335,648.0375	5,041,054.8	231.475551	223.420001	6.811244	7.027311	315	0.14	0	92	1,015.9	52	0.22	3.55	4.4	18.6	109	0.34	4.25	3	122	4	2.83	122	0	1.5	0	36
DM	DM	RM 380	0.4	RM 380	0.286383	205	1,980,800	DM	0	DM	0.275744	204.6	1,907,200	DM	0	0	0	0.562127	3,888,000	172.504539	71.908249	2,516,540.25	334,192.90625	71.9666	2,508,060.2	332,795.8625	5,024,600.45	231.243006	222.919998	6.842111	6.996444	309.333333	0.16	0	91.916667	1,015.925	52.166667	0.218333	3.55	4.4125	18.6	109.25	0.34	4.2375	2.916667	119.333333	4.008333	2.835833	119.666667	0.003333	1.5	0.05	37
DM	DM	RM 380	0	RM 380	0.290702	0	0	DM	0	DM	0.28459	0	0	DM	0	0	0	0.575292	0	176.703262	71.906801	2,514,479.6	333,926.18125	71.933334	2,514,126.333333	333,757.166667	5,028,605.933333	231.097096	222.960001	6.842111	7.017022	303.666667	0.18	0	91.833333	1,015.95	52.333333	0.216667	3.55	4.425	18.6	109.5	0.34	4.225	2.833333	116.666667	4.016667	2.841667	117.333333	0.006667	1.5	0.1	38
DM	DM	RM 380	0	RM 380	0.287615	0	0	DM	0	DM	0.276587	0	0	DM	0	0	0	0.564202	0	178.4135	71.846799	2,526,736.6	335,838.19375	71	2,408,003.8	323,869.625	4,934,740.4	231.225762	223.060001	6.842111	7.017022	298	0.2	0	91.75	1,015.975	52.5	0.215	3.55	4.4375	18.6	109.75	0.34	4.2125	2.75	114	4.025	2.8475	115	0.01	1.5	0.15	39
DM	DM	RM 380	0	RM 380	0.294721	0	0	DM	0	DM	0.286087	0	0	DM	0	0	0	0.580809	0	179.115937	71.8334	2,526,804	335,912.1375	71	2,416,722	325,042.1875	4,943,526	231.277499	222.879996	6.842111	7.047889	292.333333	0.22	0	91.666667	1,016	52.666667	0.213333	3.55	4.45	18.6	110	0.34	4.2	2.666667	111.333333	4.033333	2.853333	112.666667	0.013333	1.5	0.2	40
DM	DM	RM 380	0	RM 380	0.288308	0	0	DM	0	DM	0.27906	0	0	DM	0	0	0	0.567368	0	174.683481	71.906799	2,528,000	335,721.9875	71	2,415,053	324,817.703125	4,943,053	231.243145	222.880002	6.842111	7.006733	286.666667	0.24	0	91.583333	1,016.025	52.833333	0.211667	3.55	4.4625	18.6	110.25	0.34	4.1875	2.583333	108.666667	4.041667	2.859167	110.333333	0.016667	1.5	0.25	41
DM	DM	RM 380	0	RM 380	0.290569	0	0	DM	0	DM	0.280764	0	0	DM	0	0	0	0.571333	0	178.581729	71.886598	2,529,550.8	336,028.33125	71	2,416,486.4	325,010.49375	4,946,037.2	231.050595	222.899997	6.842111	7.027311	281	0.26	0	91.5	1,016.05	53	0.21	3.55	4.475	18.6	110.5	0.34	4.175	2.5	106	4.05	2.865	108	0.02	1.5	0.3	42
DM	DM	RM 380	0	RM 380	0.287698	0	0	DM	0	DM	0.276849	0	0	DM	0	0	0	0.564547	0	172.653915	71.873399	2,528,137	335,891	71	2,413,776.5	324,646.046875	4,941,913.5	231.225365	222.919998	6.842111	7.027311	275.333333	0.28	0	91.416667	1,016.075	53.166667	0.208333	3.55	4.4875	18.6	110.75	0.34	4.1625	2.416667	103.333333	4.058333	2.870833	105.666667	0.023333	1.5	0.35	43
DM	DM	RM 380	0	RM 380	0.289766	0	0	DM	0	DM	0.278401	0	0	DM	0	0	0	0.568168	0	165.756218	71.860001	2,529,346.2	336,123.4	71	2,406,119	323,616.09375	4,935,465.2	231.080955	222.760001	6.842111	6.996444	269.666667	0.3	0	91.333333	1,016.1	53.333333	0.206667	3.55	4.5	18.6	111	0.34	4.15	2.333333	100.666667	4.066667	2.876667	103.333333	0.026667	1.5	0.4	44
DM	DM	RM 380	0	RM 380	0.29053	0	0	DM	0	DM	0.283869	0	0	DM	0	0	0	0.574399	0	159.55697	71.877665	2,550,386.333333	338,827.6875	71.006599	2,405,392.2	323,489.325	4,955,778.533333	233.265321	228.480002	6.842111	7.017022	264	0.32	0	91.25	1,016.125	53.5	0.205	3.55	4.5125	18.6	111.25	0.34	4.1375	2.25	98	4.075	2.8825	101	0.03	1.5	0.45	45
DM	DM	RM 380	0	RM 380	0.292107	0	0	DM	0	DM	0.277945	0	0	DM	0	0	0	0.570052	0	153.929837	71.913199	2,539,219.2	337,179.7625	71	2,405,019	323,468.2	4,944,238.2	238.814404	232.039999	6.842111	7.078755	258.333333	0.34	0	91.166667	1,016.15	53.666667	0.203333	3.55	4.525	18.6	111.5	0.34	4.125	2.166667	95.333333	4.083333	2.888333	98.666667	0.033333	1.5	0.5	46
DM	DM	RM 380	0	RM 380	0.288825	0	0	DM	0	DM	0.279294	0	0	DM	0	0	0	0.56812	0	108.32488	71.879799	2,540,112.8	337,454.41875	71.006599	2,403,671	323,256.93125	4,943,783.8	239.317014	232.039999	6.872978	7.047889	252.666667	0.36	0	91.083333	1,016.175	53.833333	0.201667	3.55	4.5375	18.6	111.75	0.34	4.1125	2.083333	92.666667	4.091667	2.894167	96.333333	0.036667	1.5	0.55	47
DM	DM	RM 380	0	RM 380	0.288147	0	0	DM	0	DM	0.277093	0	0	DM	0	0	0	0.56524	0	101.462002	71.5466	2,497,037.8	333,197.29375	70.7466	2,361,059.2	318,640.6375	4,858,097	239.187602	231.939999	6.893556	7.047889	247	0.38	0	91	1,016.2	54	0.2	3.55	4.55	18.6	112	0.34	4.1	2	90	4.1	2.9	94	0.04	1.5	0.6	48
DM	DM	RM 380	0	RM 380	0.272424	0	0	DM	0	DM	0.254314	0	0	DM	0	0	0	0.526738	0	87.734709	68.219998	2,158,077	302,076.9	67.993201	2,078,414.8	291,883.01875	4,236,491.8	238.467014	230.360001	6.718644	6.883267	242.333333	0.369167	0	91	1,016.225	57.666667	0.193333	3.779167	4.55	18.575	110.583333	0.338333	4.1	2.083333	85.25	4.025	2.796667	91.25	0.04	1.5	0.583333	49
DM	DM	RM 380	0	RM 380	0.269328	0	0	DM	0	DM	0.253537	0	0	DM	0	0	0	0.522866	0	79.422528	67	2,110,934.25	300,864.726563	66.026599	1,941,471.8	280,791.23125	4,052,406.05	236.127428	228.780002	6.533444	6.6672	237.666667	0.358333	0	91	1,016.25	61.333333	0.186667	4.008333	4.55	18.55	109.166667	0.336667	4.1	2.166667	80.5	3.95	2.693333	88.5	0.04	1.5	0.566667	50
DM	DM	RM 380	0	RM 380	0.268628	0	0	DM	0	DM	0.266361	0	0	DM	0	0	0	0.53499	0	77.284462	67.022334	2,132,702.333333	303,862.15625	66.024748	1,967,191	284,517.546875	4,099,893.333333	236.292309	229.840002	6.482	6.646622	233	0.3475	0	91	1,016.275	65	0.18	4.2375	4.55	18.525	107.75	0.335	4.1	2.25	75.75	3.875	2.59	85.75	0.04	1.5	0.55	51
DM	DM	RM 380	0	RM 380	0.270263	0	0	DM	0	DM	0.258668	0	0	DM	0	0	0	0.528931	0	61.046255	67.013199	2,133,800.2	304,062.8625	66.046399	1,981,067.6	286,432.2	4,114,867.8	236.471958	230.039999	6.533444	6.6672	228.333333	0.336667	0	91	1,016.3	68.666667	0.173333	4.466667	4.55	18.5	106.333333	0.333333	4.1	2.333333	71	3.8	2.486667	83	0.04	1.5	0.533333	52
DM	DM	RM 380	0	RM 380	0.268602	0	0	DM	0	DM	0.259144	0	0	DM	0	0	0	0.527745	0	57.560915	67.006599	2,124,319.6	302,742.40625	66.008249	1,958,834.75	283,381.953125	4,083,154.35	237.314315	231.300003	6.533444	6.687778	223.666667	0.325833	0	91	1,016.325	72.333333	0.166667	4.695833	4.55	18.475	104.916667	0.331667	4.1	2.416667	66.25	3.725	2.383333	80.25	0.04	1.5	0.516667	53
DM	DM	RM 380	0	RM 380	0.269305	0	0	DM	0	DM	0.26603	0	0	DM	0	0	0	0.535335	0	53.171335	67	2,138,542.75	304,799.664063	66.013199	1,953,932	282,650.43125	4,092,474.75	238.37787	233.260001	6.533444	6.687778	219	0.315	0	91	1,016.35	76	0.16	4.925	4.55	18.45	103.5	0.33	4.1	2.5	61.5	3.65	2.28	77.5	0.04	1.5	0.5	54
DM	DM	RM 380	0	RM 380	0.274083	0	0	DM	0	DM	0.264577	0	0	DM	0	0	0	0.53866	0	41.856394	67.008249	2,165,195.75	308,562.960938	66.058249	1,981,063	286,379.382813	4,146,258.75	245.452151	246.800003	6.482	6.646622	214.333333	0.304167	0	91	1,016.375	79.666667	0.153333	5.154167	4.55	18.425	102.083333	0.328333	4.1	2.583333	56.75	3.575	2.176667	74.75	0.04	1.5	0.483333	55
DM	DM	RM 380	0	RM 380	0.262059	0	0	DM	0	DM	0.259561	0	0	DM	0	0	0	0.52162	0	36.254671	66.16	2,042,950.6	294,101.375	65.3534	1,890,757.4	275,752.39375	3,933,708	255.722154	258.339999	6.420267	6.584889	209.666667	0.293333	0	91	1,016.4	83.333333	0.146667	5.383333	4.55	18.4	100.666667	0.326667	4.1	2.666667	52	3.5	2.073333	72	0.04	1.5	0.466667	56
DM	DM	RM 380	0	RM 380	0.214179	0	0	DM	0	DM	0.207202	0	0	DM	0	0	0	0.421381	0	30.747524	55.61675	1,080,414.5	183,569.082031	53.7266	914,932.2	160,366.11875	1,995,346.7	260.269712	260.260004	5.792644	5.946978	205	0.2825	0	91	1,016.425	87	0.14	5.6125	4.55	18.375	99.25	0.325	4.1	2.75	47.25	3.425	1.97	69.25	0.04	1.5	0.45	57
DM	DM	RM 380	0	RM 380	0.192644	0	0	DM	0	DM	0.173642	0	0	DM	0.066018	0	0	0.432304	0	24.31762	45.7534	676,397.2	141,172.040625	44.125	495,352.25	107,167.791016	1,171,749.45	261.15929	264.8	4.774044	4.918089	200.333333	0.271667	0	91	1,016.45	90.666667	0.133333	5.841667	4.55	18.35	97.833333	0.323333	4.1	2.833333	42.5	3.35	1.866667	66.5	0.04	1.5	0.433333	58
DM	DM	RM 380	0	RM 380	0.161078	0	0	DM	0	DM	0.147632	0	0	DM	0.156071	0	0	0.464782	0	21.957597	43.855666	698,613.666667	150,689.848958	42	509,592.8	115,079.932813	1,208,206.466667	267.047592	273.859991	4.290467	4.2596	195.666667	0.260833	0	91	1,016.475	94.333333	0.126667	6.070833	4.55	18.325	96.416667	0.321667	4.1	2.916667	37.75	3.275	1.763333	63.75	0.04	1.5	0.416667	59
DM	DM	RM 380	0	RM 380	0.155473	0	0	DM	0	DM	0.143698	0	0	DM	0.152033	0	0	0.451204	0	19.697157	40	552,578.4	131,918.321875	38	376,393	94,586.534375	928,971.4	269.825506	274.120001	3.868622	3.878911	191	0.25	0	91	1,016.5	98	0.12	6.3	4.55	18.3	95	0.32	4.1	3	33	3.2	1.66	61	0.04	1.5	0.4	60
DM	DM	RM 380	0	RM 380	0.169523	0	0	DM	0	DM	0.152643	0	0	DM	0.162347	0	0	0.484513	0	20.452749	43.0066	773,397	168,986.0125	41.88	627,089.8	138,668.465625	1,400,486.8	270.343122	279.240002	3.714289	3.755444	200.666667	0.25	0.025	90.333333	1,016	106.166667	0.241667	6.3	5.0875	19.066667	103.083333	0.44	4.795833	9.416667	49.333333	3.208333	1.764167	76.083333	0.048333	1.479167	0.516667	61
DM	DM	RM 380	0	RM 380	0.170816	0	0	DM	0	DM	0.163402	0	0	DM	0.164992	0	0	0.499209	0	21.314521	47	977,194.6	198,542.990625	47	896,502.4	182,148.271875	1,873,697	288.364888	313.779999	3.827467	4.002378	210.333333	0.25	0.05	89.666667	1,015.5	114.333333	0.363333	6.3	5.625	19.833333	111.166667	0.56	5.491667	15.833333	65.666667	3.216667	1.868333	91.166667	0.056667	1.458333	0.633333	62
DM	DM	RM 380	0	RM 380	0.168276	0	0	DM	0	DM	0.156597	0	0	DM	0.163003	0	0	0.487875	0	21.764783	47	891,459.2	181,123.6	47	855,896.6	173,898.096875	1,747,355.8	302.941619	317.16001	4.115555	4.280178	220	0.25	0.075	89	1,015	122.5	0.485	6.3	6.1625	20.6	119.25	0.68	6.1875	22.25	82	3.225	1.9725	106.25	0.065	1.4375	0.75	63
DM	DM	RM 380	1	RM 380	0.160077	512.25	2,261,250	DM	0	DM	0.150706	510.5	2,294,750	DM	0.152626	511.75	2,198,000	0.46341	6,754,000	278.999598	40.82	618,331.8	140,020.609375	40.475	540,636.25	121,177.775391	1,158,968.05	179.58868	0	0	0	229.666667	0.25	0.1	88.333333	1,014.5	130.666667	0.606667	6.3	6.7	21.366667	127.333333	0.8	6.883333	28.666667	98.333333	3.233333	2.076667	121.333333	0.073333	1.416667	0.866667	64
DM	DM	RM 380	1	RM 380	0.151855	512	2,102,600	DM	0	DM	0.142132	510.8	2,026,200	DM	0.146759	511.6	1,942,800	0.440745	6,071,600	278.999598	31	308,703.6	95,093.5875	30.3134	261,276.6	82,301.059375	569,980.2	null	0	0	0	239.333333	0.25	0.125	87.666667	1,014	138.833333	0.728333	6.3	7.2375	22.133333	135.416667	0.92	7.579167	35.083333	114.666667	3.241667	2.180833	136.416667	0.081667	1.395833	0.983333	65
DM	DM	RM 380	1	RM 380	0.15075	512.4	1,983,000	DM	0	DM	0.139237	511.2	2,070,800	DM	0.138125	512	1,981,200	0.428112	6,035,000	278.999598	27.5	266,932	85,261.510742	30.266599	306,517.4	96,699.257813	573,449.4	null	0	0	0	249	0.25	0.15	87	1,013.5	147	0.85	6.3	7.775	22.9	143.5	1.04	8.275	41.5	131	3.25	2.285	151.5	0.09	1.375	1.1	66
DM	DM	RM 380	1	RM 380	0.174966	512.6	2,271,200	DM	0	DM	0.147715	511.2	2,145,600	DM	0.157928	511.8	2,191,200	0.480609	6,608,000	278.999598	41.808499	811,069.75	163,234.132813	13.2666	109,433.8	41,388.211523	920,503.55	null	0	0	0	258.666667	0.25	0.175	86.333333	1,013	155.166667	0.971667	6.3	8.3125	23.666667	151.583333	1.16	8.970833	47.916667	147.333333	3.258333	2.389167	166.583333	0.098333	1.354167	1.216667	67
DM	DM	RM 380	1	RM 380	0.156444	511.6	2,148,200	DM	0	DM	0.137574	510.2	2,013,000	DM	0.136701	511.4	1,981,800	0.430719	6,143,000	278.999598	10.6415	187,546.75	58,971.334961	0	0	15,370.048047	187,546.75	null	0	0	0	268.333333	0.25	0.2	85.666667	1,012.5	163.333333	1.093333	6.3	8.85	24.433333	159.666667	1.28	9.666667	54.333333	163.666667	3.266667	2.493333	181.666667	0.106667	1.333333	1.333333	68
DM	DM	RM 380	1	RM 380	0.159825	511	2,429,600	DM	0	DM	0.138166	510.4	2,253,200	DM	0.146519	510.8	2,354,400	0.444509	7,037,200	278.999598	0	0	25,933.654297	4.388667	47,761	26,497.047201	47,761	null	0	0	0	278	0.25	0.225	85	1,012	171.5	1.215	6.3	9.3875	25.2	167.75	1.4	10.3625	60.75	180	3.275	2.5975	196.75	0.115	1.3125	1.45	69

End of preview. Expand in Data Studio

Dataset for the FuelCast Benchmark - Benchmarking Tabular and Temporal Models for Ship Fuel Consumption (reference is coming soon)

Dataset

The dataset was created using three main sources:

High frequency auto logger data of important parameters from the ship, recorded by the KROHNE EcoMATE™ system.
Environment data from Copernicus Marine Environment Monitoring Service
Weather hintcast data from OpenMeteo

Tasks

Fuel Consumption Prediction

The main task of the FuelCast Benchmark is to predict (or better simulate) the total fuel consumption of a ship under arbitrary operational and environmental conditions.

The chosen input variables X are:

Ship_SpeedOverGround
Environment_SeaFloorDepth
Weather_Temperature2m
Weather_WindSpeed10m
Weather_WindDirection10m
Weather_WaveHeight
Weather_WaveDirection
Weather_WavePeriod
Weather_OceanCurrentVelocity
Weather_OceanCurrentDirection

The target variable y to predict is

Consumer_Total_MomentaryFuel

Column Description

Index

The data was sampled using 5-minute intervals. Each interval has a unique index which acts as a timestamp equivalent.

Column	Data Type	Unit	Description
index	int64	-	The 5-minutes timestep index of the data sample starting with 0.

Ship Data

Column	Data Type	Unit	Description
Ship_SpeedOverGround	f64	m / s	The speed over ground (SOG) of the vessel.
Ship_SpeedThroughWater	f64	m / s	The speed through water (STW) of the vessel.
Ship_Heading	f64	°	The heading of the vessel, typically measured by a magnetic compass.
Ship_Bearing	f64	°	The bearing / track (direction of movement) of the vessel, calculated using GPS.
Ship_AnemometerWindDirection	f64	°	The measured wind direction (relative to the vessel speed/heading).
Ship_AnemometerWindSpeed	f64	m / s	The measured wind speed (relative to the vessel).
Ship_DraftAft	f64	m	The vessel draft aft
Ship_DraftFore	f64	m	The vessel draft fore

Consumer Data

Data from all fuel consumers like engines or boilers.

Column	Data Type	Unit	Description
Consumer_<consumer-name>_FuelType	String	-	The type of the used fuel per consumer. E.g. DM, RM 380, ...
Consumer_<consumer-name>_RotationSpeed	f64	rpm	Rotation speed of the consumer shaft. Only available for engines.
Consumer_<consumer-name>_ShaftPower	f64	W	The output power of the consumer. Only available for engines.
Consumer_<consumer-name>_MomentaryFuel	f64	kg / s	The measured fuel consumption of the consumer.
Consumer_Total_MomentaryFuel	f64	kg / s	The measured fuel consumption of all consumers together.
Consumer_Total_ShaftPower	f64	W	The output power of all engines together.

Propeller Data

Column	Data Type	Unit	Description
Propeller_<consumer-name>_ShaftPower	f64	W	The power of the propeller shaft.
Propeller_<consumer-name>_RotationSpeed	f64	rpm	The RPM of the propeller.
Propeller_<consumer-name>_ShaftTorque	f64	N m	The torque of the propeller shaft.
Propeller_Total_ShaftPower	f64	W	The power of all propeller shafts together.

Environment Data

The environment data is based on reanalysis data (Global Ocean Waves Analysis and Forecast) from Copernicus Marine Environment Monitoring Service.

Column	Data Type	Unit	Description
Environment_SeaFloorDepth	f64	m	The sea floor depth below sea level (bathymetry) from Copernicus Marine.

Weather Data

The weather data is based on reanalysis data (Historical Forecast and Marine Forecast) from satellite images and other sources. The data was taken from OpenMeteo.

Column	Data Type	Unit	Description
Weather_Temperature2m	f64	°C	OpenMeteo: The air temperature at 2 meters above ground.
Weather_RelativeHumidity2m	f64	%	OpenMeteo: The relative humidity at 2 meters above ground.
Weather_Precipitation	f64	mm	OpenMeteo: Total precipitation (rain, showers, snow) sum of the preceding hour.
Weather_WeatherCode	f64	WMO code	OpenMeteo: Weather condition as a numeric code following WMO weather interpretation codes.
Weather_SurfacePressure	f64	hPa	OpenMeteo: Atmospheric air pressure at surface level; decreases with elevation.
Weather_WindSpeed10m	f64	m/2	OpenMeteo: Wind speed at 10 meters above ground.
Weather_WindDirection10m	f64	°	OpenMeteo: Wind direction at 10 meters above ground.
Weather_WindGusts10m	f64	m/s	OpenMeteo: Maximum wind gusts at 10 meters above ground over the preceding hour.
Weather_ShortwaveRadiation	f64	W / m^2	OpenMeteo: Average shortwave solar radiation over the preceding hour.
Weather_DirectRadiation	f64	W / m^2	OpenMeteo: Average direct solar radiation on the horizontal plane over the preceding hour.
Weather_DiffuseRadiation	f64	W / m^2	OpenMeteo: Average diffuse solar radiation over the preceding hour.
Weather_DirectNormalIrradiance	f64	W / m^2	OpenMeteo: Average direct solar radiation on the normal plane over the preceding hour.
Weather_SunshineDuration	f64	s	OpenMeteo: Sum of sunshine duration within the preceding hour.
Weather_WaveHeight	f64	m	OpenMeteo: Significant mean wave height.
Weather_WaveDirection	f64	°	OpenMeteo: Mean direction of significant waves.
Weather_WavePeriod	f64	s	OpenMeteo: Period between significant waves.
Weather_WindWaveHeight	f64	m	OpenMeteo: Significant wind wave height.
Weather_WindWaveDirection	f64	°	OpenMeteo: Mean direction of wind waves.
Weather_WindWavePeriod	f64	s	OpenMeteo: Period between wind waves.
Weather_WindWavePeakPeriod	f64	s	OpenMeteo: Peak period between wind waves.
Weather_SwellWaveHeight	f64	m	OpenMeteo: Significant swell wave height.
Weather_SwellWaveDirection	f64	°	OpenMeteo: Mean direction of swell waves.
Weather_SwellWavePeriod	f64	s	OpenMeteo: Period between swell waves.
Weather_SwellWavePeakPeriod	f64	s	OpenMeteo: Peak period between swell waves.
Weather_OceanCurrentVelocity	f64	m / s	OpenMeteo: Ocean current velocity considering all components.
Weather_OceanCurrentDirection	f64	°	OpenMeteo: Direction of the ocean current flow.

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173,986