國立高雄大學圖資館 |

語系: 繁體中文

說明(常見問題)

圖資館首頁

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Improving forecasts with integrated ...

Sankaran, Ganesh.

Improving forecasts with integrated business planningfrom short-term to long-term demand planning enabled by SAP IBP /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Improving forecasts with integrated business planningby Ganesh Sankaran ... [et al.].
其他題名:	from short-term to long-term demand planning enabled by SAP IBP /
其他作者:	Sankaran, Ganesh.
出版者:	Cham :Springer International Publishing :2019.
面頁冊數:	xvi, 421 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Management information systems.
電子資源:	https://doi.org/10.1007/978-3-030-05381-9
ISBN:	9783030053819$q(electronic bk.)

Improving forecasts with integrated business planningfrom short-term to long-term demand planning enabled by SAP IBP /
Improving forecasts with integrated business planningfrom short-term to long-term demand planning enabled by SAP IBP /[electronic resource] :by Ganesh Sankaran ... [et al.]. - Cham :Springer International Publishing :2019. - xvi, 421 p. :ill., digital ;24 cm. - Management for professionals,2192-8096. - Management for professionals..

Introduction -- Building Demand Planning Organization and Competencies -- Efficient and Effective Usage of Out of the Box Statistical Forecasting -- Custom Method to Forecast Seasonal Products -- Custom Method to Forecast Intermittent Products -- Value of Forecasting with Custom Methods -- Improving Short Term Forecast with Demand Sensing -- How to Measure and Improve Forecasting.

This book provides both a broad overview of the forecasting process, covering technological and human aspects alike, and deep insights into algorithms and platform functionalities in the IBP toolbox required to maximize forecast accuracy. Rich in technical and business explanations, it addresses short-, medium- and long-term forecasting processes using functionalities available in demand planning and demand sensing. There are also several theoretical concepts underpinning the algorithms discussed; these are explained with numerical examples to help demystify the IBP forecasting toolbox. Beyond standard procedures, the book also discusses custom approaches (e.g. new segmentation criteria, new outlier detection and correction methods) and new methods (e.g. the use of Markov chains for forecasting sporadic demands), etc. It subsequently benchmarks common practices using these innovative approaches and discusses the results. As measurement is an important precondition for improvement, an entire chapter is devoted to discussing process improvement and value using the Six Sigma methodology. In closing, the book provides several useful tips and tricks that should come in handy during project implementation.

ISBN: 9783030053819$q(electronic bk.)

Standard No.: 10.1007/978-3-030-05381-9doiSubjects--Topical Terms:

199355
Management information systems.

LC Class. No.: HD30.213

Dewey Class. No.: 658.4038

Improving forecasts with integrated business planningfrom short-term to long-term demand planning enabled by SAP IBP /
LDR:02699nmm a2200337 a 4500 001 553584
003 DE-He213
005 20190827151213.0
006 m d
007 cr nn 008maaau
008 191112s2019 gw s 0 eng d
020 $a 9783030053819$q(electronic bk.)
020 $a 9783030053802$q(paper)
024 7 $a 10.1007/978-3-030-05381-9 $2 doi
035 $a 978-3-030-05381-9
040 $a GP $c GP
041 0 $a eng
050 4 $a HD30.213
072 7 $a KJQ $2 bicssc
072 7 $a BUS083000 $2 bisacsh
072 7 $a KJQ $2 thema
082 0 4 $a 658.4038 $2 23
090 $a HD30.213 $b .I34 2019
245 0 0 $a Improving forecasts with integrated business planning $h [electronic resource] : $b from short-term to long-term demand planning enabled by SAP IBP / $c by Ganesh Sankaran ... [et al.].
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2019.
300 $a xvi, 421 p. : $b ill., digital ; $c 24 cm.
490 1 $a Management for professionals, $x 2192-8096
505 0 $a Introduction -- Building Demand Planning Organization and Competencies -- Efficient and Effective Usage of Out of the Box Statistical Forecasting -- Custom Method to Forecast Seasonal Products -- Custom Method to Forecast Intermittent Products -- Value of Forecasting with Custom Methods -- Improving Short Term Forecast with Demand Sensing -- How to Measure and Improve Forecasting.
520 $a This book provides both a broad overview of the forecasting process, covering technological and human aspects alike, and deep insights into algorithms and platform functionalities in the IBP toolbox required to maximize forecast accuracy. Rich in technical and business explanations, it addresses short-, medium- and long-term forecasting processes using functionalities available in demand planning and demand sensing. There are also several theoretical concepts underpinning the algorithms discussed; these are explained with numerical examples to help demystify the IBP forecasting toolbox. Beyond standard procedures, the book also discusses custom approaches (e.g. new segmentation criteria, new outlier detection and correction methods) and new methods (e.g. the use of Markov chains for forecasting sporadic demands), etc. It subsequently benchmarks common practices using these innovative approaches and discusses the results. As measurement is an important precondition for improvement, an entire chapter is devoted to discussing process improvement and value using the Six Sigma methodology. In closing, the book provides several useful tips and tricks that should come in handy during project implementation.
650 0 $a Management information systems. $3 199355
650 0 $a Sales management. $3 199447
650 0 $a Business logistics. $3 199351
650 1 4 $a Business Process Management. $3 714086
650 2 4 $a Information Systems Applications (incl. Internet) $3 530743
650 2 4 $a Sales/Distribution. $3 737137
650 2 4 $a Supply Chain Management. $3 737140
650 2 4 $a Business Information Systems. $3 274346
700 1 $a Sankaran, Ganesh. $3 834977
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
830 0 $a Management for professionals. $3 557942
856 4 0 $u https://doi.org/10.1007/978-3-030-05381-9
950 $a Business and Management (Springer-41169)