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Summary of Significant Accounting Policies - Planned Major Maintenance Costs and Revenue Recognition (Details) - USD ($)
$ in Millions
3 Months Ended 12 Months Ended
Dec. 31, 2017
Sep. 30, 2017
Jun. 30, 2017
Mar. 31, 2017
Jun. 30, 2016
Mar. 31, 2016
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Planned Major Maintenance Costs                  
Turnaround costs             $ 83.0 $ 38.1 $ 109.2
Revenue Recognition                  
Expected period of delivery of deferred revenue             12 months    
Nitrogen fertilizer plants                  
Planned Major Maintenance Costs                  
Turnaround costs             $ 2.6 6.6 7.0
Coffeyville refinery                  
Planned Major Maintenance Costs                  
Turnaround costs         $ 2.1 $ 29.4 0.0 31.5 102.2
Wynnewood refinery                  
Planned Major Maintenance Costs                  
Turnaround costs $ 43.0 $ 21.7 $ 2.7 $ 13.0     $ 80.4 $ 0.0 $ 0.0
Minimum | Nitrogen fertilizer plants                  
Planned Major Maintenance Costs                  
Frequency of planned major maintenance activities             2 years    
Minimum | Petroleum refineries                  
Planned Major Maintenance Costs                  
Frequency of planned major maintenance activities             4 years    
Maximum | Nitrogen fertilizer plants                  
Planned Major Maintenance Costs                  
Frequency of planned major maintenance activities             3 years    
Maximum | Petroleum refineries                  
Planned Major Maintenance Costs                  
Frequency of planned major maintenance activities             5 years