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Restatement of Previously Issued Financial Information - Summary of Impacts of the Restatement Adjustments on Previously Reported Consolidated Statements of Cash Flows (Details) - USD ($)
$ in Thousands
3 Months Ended
Nov. 30, 2018
Nov. 30, 2017
Cash flows from operating activities:    
Net income (loss) $ 347,115 $ 187,182
Adjustments to reconcile net income to net cash provided by (used in) operating activities:    
Depreciation and amortization 118,603 120,148
Amortization of deferred major repair costs 19,176 16,418
Equity (income) loss from investments (66,508) (38,362)
Distributions from equity investments 18,887 12,514
Provision for doubtful accounts 5,009 (3,601)
Deferred taxes   16,346
Other, net (3,162) 375
Changes in operating assets and liabilities, net of acquisitions:    
Receivables (182,767) (56,700)
Inventories (416,196) (513,023)
Derivative assets (139,694) (63,926)
Margin and related deposits (63,476) (893)
Supplier advance payments (110,672) (293,536)
Other current assets and other assets 12,541 6,323
Customer margin deposits and credit balances (3,697) (18,045)
Customer advance payments (83,271) (10,251)
Accounts payable and accrued expenses 299,741 453,219
Derivative liabilities (159,385) (99,956)
Other liabilities 7,015 4,376
Net cash provided by (used in) operating activities (94,798) (153,540)
Cash flows from investing activities:    
Acquisition of property, plant and equipment (104,750) (85,824)
Proceeds from disposition of property, plant and equipment 5,752 56,079
Proceeds from sale of business 1,730 29,457
Expenditures for major repairs (3,441) (1,039)
Investments redeemed   5,195
Changes in CHS Capital notes receivable, net (126,865) (69,227)
Financing extended to customers (3,928) (15,778)
Financing extended to customers   16,520
Other investing activities, net 4,090 1,847
Net cash provided by (used in) investing activities (154,776) (62,770)
Cash flows from financing activities:    
Proceeds from lines of credit and long-term borrowings   8,006,980
Payments on lines of credit, long-term borrowings and capital lease obligations (4,317,479) (7,654,661)
Preferred stock dividends paid (42,167) (42,167)
Redemptions of equities (24,072) (3,682)
Other financing activities, net 3,503 (21,257)
Net cash provided by (used in) financing activities 49,061 285,213
Effect of exchange rate changes on cash and cash equivalents (1,535) 2,236
Net increase (decrease) in cash and cash equivalents and restricted cash (202,048) 71,139
Cash and cash equivalents and restricted cash at beginning of period 543,940 272,272
Cash and cash equivalents and restricted cash at end of period $ 341,892 343,411
As Previously Reported    
Cash flows from operating activities:    
Net income (loss)   179,619
Adjustments to reconcile net income to net cash provided by (used in) operating activities:    
Depreciation and amortization   120,148
Amortization of deferred major repair costs   16,418
Equity (income) loss from investments   (38,362)
Distributions from equity investments   12,514
Provision for doubtful accounts   (3,601)
Deferred taxes   15,044
Other, net   2,976
Changes in operating assets and liabilities, net of acquisitions:    
Receivables   (80,637)
Inventories   (472,180)
Derivative assets   67,365
Margin and related deposits   (893)
Supplier advance payments   (292,905)
Other current assets and other assets   2,689
Customer margin deposits and credit balances   (18,045)
Customer advance payments   1,278
Accounts payable and accrued expenses   441,071
Derivative liabilities   (97,329)
Other liabilities   4,376
Net cash provided by (used in) operating activities   (140,454)
Cash flows from investing activities:    
Acquisition of property, plant and equipment   (85,824)
Proceeds from disposition of property, plant and equipment   56,079
Proceeds from sale of business   29,457
Expenditures for major repairs   (1,039)
Investments redeemed   5,195
Changes in CHS Capital notes receivable, net   (69,227)
Financing extended to customers   (15,778)
Financing extended to customers   16,520
Other investing activities, net   1,847
Net cash provided by (used in) investing activities   (62,770)
Cash flows from financing activities:    
Proceeds from lines of credit and long-term borrowings   8,006,980
Payments on lines of credit, long-term borrowings and capital lease obligations   (7,657,713)
Preferred stock dividends paid   (42,167)
Redemptions of equities   (3,682)
Other financing activities, net   (31,680)
Net cash provided by (used in) financing activities   271,738
Effect of exchange rate changes on cash and cash equivalents   2,236
Net increase (decrease) in cash and cash equivalents and restricted cash   70,750
Cash and cash equivalents and restricted cash at beginning of period   181,379
Cash and cash equivalents and restricted cash at end of period   252,129
Restatement Adjustments    
Cash flows from operating activities:    
Net income (loss)   7,563
Adjustments to reconcile net income to net cash provided by (used in) operating activities:    
Depreciation and amortization   0
Amortization of deferred major repair costs   0
Equity (income) loss from investments   0
Distributions from equity investments   0
Provision for doubtful accounts   0
Deferred taxes   1,302
Other, net   (2,601)
Changes in operating assets and liabilities, net of acquisitions:    
Receivables   23,937
Inventories   (40,843)
Derivative assets   (3,439)
Margin and related deposits   0
Supplier advance payments   (631)
Other current assets and other assets   883
Customer margin deposits and credit balances   0
Customer advance payments   (11,529)
Accounts payable and accrued expenses   12,148
Derivative liabilities   (2,627)
Other liabilities   0
Net cash provided by (used in) operating activities   (15,837)
Cash flows from investing activities:    
Acquisition of property, plant and equipment   0
Proceeds from disposition of property, plant and equipment   0
Proceeds from sale of business   0
Expenditures for major repairs   0
Investments redeemed   0
Changes in CHS Capital notes receivable, net   0
Financing extended to customers   0
Financing extended to customers   0
Other investing activities, net   0
Net cash provided by (used in) investing activities   0
Cash flows from financing activities:    
Proceeds from lines of credit and long-term borrowings   0
Payments on lines of credit, long-term borrowings and capital lease obligations   3,052
Preferred stock dividends paid   0
Redemptions of equities   0
Other financing activities, net   10,423
Net cash provided by (used in) financing activities   13,475
Effect of exchange rate changes on cash and cash equivalents   0
Net increase (decrease) in cash and cash equivalents and restricted cash   (2,362)
Cash and cash equivalents and restricted cash at beginning of period   0
Cash and cash equivalents and restricted cash at end of period   (2,362)
As Restated    
Cash flows from operating activities:    
Net income (loss)   187,182
Adjustments to reconcile net income to net cash provided by (used in) operating activities:    
Depreciation and amortization   120,148
Amortization of deferred major repair costs   16,418
Equity (income) loss from investments   (38,362)
Distributions from equity investments   12,514
Provision for doubtful accounts   (3,601)
Deferred taxes   16,346
Other, net   375
Changes in operating assets and liabilities, net of acquisitions:    
Receivables   (56,700)
Inventories   (513,023)
Derivative assets   63,926
Margin and related deposits   (893)
Supplier advance payments   (293,536)
Other current assets and other assets   3,572
Customer margin deposits and credit balances   (18,045)
Customer advance payments   (10,251)
Accounts payable and accrued expenses   453,219
Derivative liabilities   (99,956)
Other liabilities   4,376
Net cash provided by (used in) operating activities   (156,291)
Cash flows from investing activities:    
Acquisition of property, plant and equipment   (85,824)
Proceeds from disposition of property, plant and equipment   56,079
Proceeds from sale of business   29,457
Expenditures for major repairs   (1,039)
Investments redeemed   5,195
Changes in CHS Capital notes receivable, net   (69,227)
Financing extended to customers   (15,778)
Financing extended to customers   16,520
Other investing activities, net   1,847
Net cash provided by (used in) investing activities   (62,770)
Cash flows from financing activities:    
Proceeds from lines of credit and long-term borrowings   8,006,980
Payments on lines of credit, long-term borrowings and capital lease obligations   (7,654,661)
Preferred stock dividends paid   (42,167)
Redemptions of equities   (3,682)
Other financing activities, net   (21,257)
Net cash provided by (used in) financing activities   285,213
Effect of exchange rate changes on cash and cash equivalents   2,236
Net increase (decrease) in cash and cash equivalents and restricted cash   68,388
Cash and cash equivalents and restricted cash at beginning of period   181,379
Cash and cash equivalents and restricted cash at end of period   249,767
Accounting Standards Update 2016-18    
Changes in operating assets and liabilities, net of acquisitions:    
Other current assets and other assets   2,751
Net cash provided by (used in) operating activities   2,751
Cash flows from financing activities:    
Net increase (decrease) in cash and cash equivalents and restricted cash   2,751
Cash and cash equivalents and restricted cash at beginning of period   90,893
Cash and cash equivalents and restricted cash at end of period   $ 93,644