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Summary of Significant Accounting Policies - Property, Plant and Equipment and Impairment of Long-Lived Assets (Details) - USD ($)
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Property, Plant, and Equipment      
Gross property, plant and equipment $ 1,433,588,000 $ 1,427,983,000  
Less: Accumulated depreciation 481,629,000 412,743,000  
Total Property, plant and equipment, net 951,959,000 1,015,240,000  
Impairment of Long-Lived Assets      
Goodwill impairments 0 $ 0 $ 0
Approximate percentage by which fair value of Coffeyville reporting unit exceeded carrying value   36.00% 12.00%
Land and improvements      
Property, Plant, and Equipment      
Gross property, plant and equipment $ 14,075,000 $ 13,250,000  
Land and improvements | Minimum      
Property, Plant, and Equipment      
Useful life (in years) 15 years    
Land and improvements | Maximum      
Property, Plant, and Equipment      
Useful life (in years) 30 years    
Buildings and improvements      
Property, Plant, and Equipment      
Gross property, plant and equipment $ 17,221,000 17,116,000  
Buildings and improvements | Minimum      
Property, Plant, and Equipment      
Useful life (in years) 20 years    
Buildings and improvements | Maximum      
Property, Plant, and Equipment      
Useful life (in years) 30 years    
Automotive equipment      
Property, Plant, and Equipment      
Gross property, plant and equipment $ 16,691,000 16,773,000  
Automotive equipment | Minimum      
Property, Plant, and Equipment      
Useful life (in years) 5 years    
Automotive equipment | Maximum      
Property, Plant, and Equipment      
Useful life (in years) 15 years    
Machinery and equipment      
Property, Plant, and Equipment      
Gross property, plant and equipment $ 1,378,651,000 1,362,965,000  
Machinery and equipment | Minimum      
Property, Plant, and Equipment      
Useful life (in years) 5 years    
Machinery and equipment | Maximum      
Property, Plant, and Equipment      
Useful life (in years) 30 years    
Construction in Progress      
Property, Plant, and Equipment      
Gross property, plant and equipment $ 5,198,000 15,126,000  
Other      
Property, Plant, and Equipment      
Gross property, plant and equipment $ 1,752,000 $ 2,753,000  
Other | Minimum      
Property, Plant, and Equipment      
Useful life (in years) 5 years    
Other | Maximum      
Property, Plant, and Equipment      
Useful life (in years) 30 years