Dataset: ship_speed_fuel.csv Source: S.Wang, Q. Meng (2012). "Sailing Speed Optimization for Container Ships in a Liner Shipping Network," Transportation Research Part E, Vol. 48, pp. 701-714 Description: Measurements of average speed (knots) and fuel consumption (tons/day) for 5 ship-type and voyage leg combinations. 20 runs for each combination. Ship Type/Voyage leg: (TEU = 20-foot equivalent unit) 1: 3000-TEU Singapore-Jakarta 2: 3000-TEU Singapore-Kaohsiung 3: 5000-TEU Hong Kong-Singapore 4: 8000-TEU Yantian-Los Angeles 5: 8000-TEU Tokyo-Xiamen Authors Fit Power Model: Fuel = a(speed^b) or equivalently: ln(Fuel) = ln(a) + b(ln(speed)) Polynomial fits well too. Variable Names ship_leg (1-5) speed (knots) fuel (tons/day)