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Fair Value Measurements - Level 3 Reconciliation (Details) - USD ($)
12 Months Ended
Dec. 31, 2016
Dec. 31, 2015
Dec. 31, 2014
Fair Value, Net Derivative Asset (Liability) Measured on Recurring Basis, Unobservable Input Reconciliation [Line Items]      
Balance at the beginning of the period $ 3,600,000 $ 7,000,000 $ 3,500,000
Realized and unrealized gains (losses) (200,000) 1,300,000 0
Purchases 15,200,000 3,900,000 15,600,000
Sales (200,000) (100,000) 0
Settlements (13,300,000) (11,900,000) (12,100,000)
Acquisition of Integrys 0 (1,300,000) 0
Transfers out of level 3 0 4,700,000 0
Balance at the end of period 5,100,000 3,600,000 7,000,000
Unrealizes gains and losses on level 3 derivatives included in earnings $ 0 $ 0 $ 0