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Intangible assets and goodwill
12 Months Ended
Dec. 31, 2016
Goodwill and Intangible Assets Disclosure [Abstract]  
Intangible assets and goodwill
Intangible assets and goodwill

A.
Intangible assets
 
Intangible assets are comprised of the following:
 
 
 
 
 
December 31, 2016
(Millions of dollars)
 
Weighted
Amortizable
Life (Years)
 
Gross
Carrying
Amount
 
Accumulated
Amortization
 
Net
Customer relationships
 
15
 
$
2,378

 
$
(934
)
 
$
1,444

Intellectual property
 
11
 
1,496

 
(706
)
 
790

Other
 
14
 
192

 
(77
)
 
115

Total finite-lived intangible assets
 
14
 
$
4,066

 
$
(1,717
)
 
$
2,349

 
 
 
 
 
 
 
 
 
 
 
 
 
December 31, 2015
 
 
Weighted
Amortizable
Life (Years)
 
Gross
Carrying
Amount
 
Accumulated
Amortization
 
Net
Customer relationships
 
15
 
$
2,489

 
$
(809
)
 
$
1,680

Intellectual property
 
11
 
1,660

 
(626
)
 
1,034

Other
 
12
 
174

 
(67
)
 
107

Total finite-lived intangible assets
 
14
 
$
4,323

 
$
(1,502
)
 
$
2,821

 
 
 
 
 
 
 
 
 

 
During 2015, we acquired finite-lived intangible assets of $82 million due to the purchase of Rail Product Solutions, Inc. See Note 24 for details on this acquisition.

Finite-lived intangible assets are amortized over their estimated useful lives and tested for impairment if events or changes in circumstances indicate that the asset may be impaired.

Gross customer relationship intangibles of $96 million and related accumulated amortization of $27 million as well as gross intellectual property intangibles of $111 million and related accumulated amortization of $48 million from the Resource Industries segment were impaired during 2016. The fair value of these intangibles was determined to be insignificant based on an income approach using expected cash flows. The fair value determination is categorized as Level 3 in the fair value hierarchy due to its use of internal projections and unobservable measurement inputs. The total impairment of $132 million was a result of restructuring activities and is included in Other operating (income) expense in Statement 1. See Note 25 for information on restructuring costs.

Amortization expense related to intangible assets was $326 million, $337 million and $365 million for 2016, 2015 and 2014, respectively.

As of December 31, 2016, amortization expense related to intangible assets is expected to be: 
(Millions of dollars)
2017
 
2018
 
2019
 
2020
 
2021
 
Thereafter
$
313

 
$
308

 
$
303

 
$
292

 
$
275

 
$
858

 
 
 
 
 
 
 
 
 
 
 

 
B.
Goodwill
 
Our annual impairment tests completed in the fourth quarter of 2016 indicated the fair value of each reporting unit was substantially above its respective carrying value, including goodwill, with the exception of our Surface Mining & Technology reporting unit.

The Surface Mining & Technology reporting unit, which primarily serves the mining industry, is a part of our Resource Industries segment. The goodwill assigned to this reporting unit is largely from our acquisition of Bucyrus International, Inc. in 2011. Its product portfolio includes large mining trucks, electric rope shovels, draglines, hydraulic shovels and related parts. In addition to equipment, Surface Mining & Technology also develops and sells technology products and services to provide customer fleet management, equipment management analytics and autonomous machine capabilities. The annual impairment test completed in the fourth quarter of 2016 indicated that the fair value of Surface Mining & Technology was below its carrying value requiring the second step of the goodwill impairment test process. The fair value of Surface Mining & Technology was determined primarily using an income approach based on a discounted ten year cash flow. We assigned the fair value to Surface Mining & Technology’s assets and liabilities using various valuation techniques that required assumptions about royalty rates, dealer attrition, technological obsolescence and discount rates. The resulting implied fair value of goodwill was below the carrying value. Accordingly, we recognized a goodwill impairment charge of $595 million, which resulted in goodwill of $629 million remaining for Surface Mining & Technology as of October 1, 2016. The fair value determination is categorized as Level 3 in the fair value hierarchy due to its use of internal projections and unobservable measurement inputs. There was a $17 million tax benefit associated with this impairment charge. The mining industry has experienced significant weakness for several years as a result of low commodity prices. While we continue to expect the industry will improve, we believe the pace of the improvement will be slower and cash flows and profitability will be lower than previously forecasted. We believe the slow pace of improvement will in part be due to a large amount of equipment currently idled, particularly large mining trucks, some of which will be redeployed as end-user demand increases. In addition, we do not expect a dramatic increase in commodity prices, dampening the rate of growth in mining production and demand for our products. To reflect the gradual nature of the anticipated improvement, we used a ten year cash flow forecast period for the reporting unit rather than our typical five year forecast period.

There were no goodwill impairments during 2015 or 2014.

During 2015, we acquired net assets with related goodwill aggregating $133 million primarily related to the purchases of Rail Product Solutions, Inc. ($53 million) and RDS Manufacturing, Inc. ($59 million). See Note 24 for details on these acquisitions.

As discussed in Note 23, effective January 1, 2016, we revised our reportable segments in line with the changes to our organization structure. As a result of these changes, $118 million of goodwill was reassigned to Energy & Transportation from All Other segments.

The changes in carrying amount of goodwill by reportable segment for the years ended December 31, 2016 and 2015 were as follows:
(Millions of dollars)
 
December 31, 2015
 
Acquisitions 1
 
Impairment Loss
 
Other Adjustments 2
 
December 31, 2016
Construction Industries
 
 
 
 
 
 
 
 
 
 
Goodwill
 
$
285

 
$

 
$

 
$
11

 
$
296

Impairment
 
(22
)
 

 

 

 
(22
)
Net goodwill
 
263

 

 

 
11

 
274

Resource Industries
 
 
 
 
 
 
 
 
 
 
Goodwill
 
4,145

 

 

 
(35
)
 
4,110

Impairment
 
(580
)
 

 
(595
)
 

 
(1,175
)
Net goodwill
 
3,565

 

 
(595
)
 
(35
)
 
2,935

Energy & Transportation
 
 
 
 
 
 
 
 
 
 
Goodwill
 
2,738

 
37

 

 
(19
)
 
2,756

All Other 3
 
 
 
 
 
 
 
 
 
 
Goodwill
 
49

 

 

 
6

 
55

Consolidated total
 
 
 
 
 
 
 
 
 
 
Goodwill
 
7,217

 
37

 

 
(37
)
 
7,217

Impairment
 
(602
)
 

 
(595
)
 

 
(1,197
)
Net goodwill
 
$
6,615

 
$
37

 
$
(595
)
 
$
(37
)
 
$
6,020

 
 
 
 
 
 
 
 
 
 
 
 
 
December 31, 2014
 
Acquisitions 1
 
Impairment Loss
 
Other Adjustments 2
 
December 31, 2015
Construction Industries
 
 
 
 
 
 
 
 
 
 
Goodwill
 
$
297

 
$

 
$

 
$
(12
)
 
$
285

Impairment
 
(22
)
 

 

 

 
(22
)
Net goodwill
 
275

 

 

 
(12
)
 
263

Resource Industries
 
 
 
 
 
 
 
 
 
 
Goodwill
 
4,287

 

 

 
(142
)
 
4,145

Impairment
 
(580
)
 

 

 

 
(580
)
Net goodwill
 
3,707

 

 

 
(142
)
 
3,565

Energy & Transportation
 
 
 
 
 
 
 
 
 
 
Goodwill
 
2,660

 
133

 

 
(55
)
 
2,738

All Other 3
 
 
 
 
 
 
 
 
 
 
Goodwill
 
52

 

 

 
(3
)
 
49

Consolidated total
 
 
 
 
 
 
 
 
 
 
Goodwill
 
7,296

 
133

 

 
(212
)
 
7,217

Impairment
 
(602
)
 

 

 

 
(602
)
Net goodwill
 
$
6,694

 
$
133

 
$

 
$
(212
)
 
$
6,615

1 
See Note 24 for additional information.
2 
Other adjustments are comprised primarily of foreign currency translation.
3 
Includes All Other operating segments (See Note 23).