Projektgruppe Business Intelligence Applications and Evaluation ...

Projektbericht Cuberunner
Smart Wind Farm Control – DV-Konzept
Inhaltsverzeichnis DV-Konzept Smart Wind Farm Control
Abbildungsverzeichnis ........................................................................................................... 414
Tabellenverzeichnis ................................................................................................................ 414
Abkürzungsverzeichnis .......................................................................................................... 415
Versionshistorie ...................................................................................................................... 416
1 Gesamtüberblick ............................................................................................................. 417
2 Ist-Zustand ...................................................................................................................... 419
2.1 Datenmanagement ...................................................................................................... 419
2.2 Software ...................................................................................................................... 420
2.3 Architektur .................................................................................................................. 420
3 Soll-Zustand .................................................................................................................... 422
3.1 Software ...................................................................................................................... 422
3.1.1 SAP HANA ..................................................................................................... 422
3.1.2 Pentaho Data Integration ................................................................................. 423
3.1.3 R....................................................................................................................... 424
3.1.4 Microsoft Excel ............................................................................................... 424
3.1.5 SAP BusinessObjects ...................................................................................... 425
3.1.6 Smart Wind Farm Control Toolbox................................................................. 425
3.2 Datenmodell ............................................................................................................... 426
3.3 Architektur .................................................................................................................. 426
3.4 Technische Voraussetzungen ..................................................................................... 428
3.4.1 Software und Hardware ................................................................................... 428
3.4.2 Daten ................................................................................................................ 428
4 Realisierung .................................................................................................................... 430
4.1 Analyse und Übernahme des Windpark-Datenmodells ............................................. 430
4.1.1 Datenmodell..................................................................................................... 430
4.1.2 ETL-Prozess .................................................................................................... 432
4.2 Simulation eines Windparks ....................................................................................... 435
4.3 Analyse und Reporting ............................................................................................... 439
4.3.1 Data Mining mit R ........................................................................................... 439
4.3.2 Analysen und Reporting – Microsoft Excel .................................................... 442
4.3.3 Analysen und Reporting – SAP UI5................................................................ 443
5 Ansprechpartner .............................................................................................................. 446
5.1 Fachliche Ansprechpartner ......................................................................................... 446
5.2 Technische Ansprechpartner ...................................................................................... 447
6 Literaturverzeichnis ........................................................................................................ 448
Anhang ................................................................................................................................... 450
A. Datenmodell .................................................................................................................... 450
413