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BIG DATA embedded inBusiness Processes
PREDICTIVE ANALYTICS SOLUTIONS FOR SAP
Driven by the rapid riseof Internet of Things (IoT)
The desire of enterprises to predict future business and other trends is increasing, as these companies want to act proactively in a growing competitive business environment. New analytics tools and procedures are required where customer-specific demands push standard solutions to their limit.
In the Predictive Analytics Use Case“Wind Power Stations” Cognizant showcases the practical application and the business benefits of Predictive Analytics.
SAP BI & ANALYTICS PREDICTIVE ANALYTICS SOLUTIONS FOR SAPAPRIL 2016
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THE CHALLENGENew trends like the Internet of Things (IoT) and BIG DATA are offering companies the opportunity to raise strategic and operative decisions to a new level utilizing the analysis of big amounts of data. How are clients and markets reacting? How will the condition of assets evolve? Which will be the impact of trends on products and services? Uncertainty exists about the transformation from the classic Business Intelligence to Predictive Analytics. Specific information and integration requirements in heterogeneous system landscapes and a lack of transparency about availability and data sources constitute a massive hurdle. A company-specific technical and conceptual Predictive Strategy should be performed to identify the added value and to enable the orchestration of business processes using Big Data.
OUR APPROACHCognizant supports enterprise and industry-specific decision-making processes through the application of Predictive Analytics.
We offer answers for these central issues:
• Which algorithms are required to discover trends and patterns in the existing big volumes of data and how can these be used to add value?
• How can prognostic models be generated to support sustainable growth of cost efficiency and profitability?
• How does a modern and future-proof system-architecture, bringing together SAP and Non-SAP applications of your company efficiently, look like?
Together we identify suitable use-cases for predictive analysis procedures and find the right way to your solution.
YOUR BENEFITWith long-term experience in the SAP BI & Analytics environment we are experts in results-driven realization of strategic projects. We offer high-quality consulting and ensure your business success through our SAP solutions and its implementation - today and in the future.
SAP BI & AnalyticsPortfolio
MOBILE
ANALYTICS & PREDICTIVE
BUSINESS INTELLIGENCE
DATA WAREHOUSING
MULTI DIMENSIONAL
CROSS INDUSTRY
Co
mp
etit
ive
Ad
van
tag
e
Analytic Competence
What happened?
Why did it happen?
What is happening now?
What will happen?
Reporting
Analysis
Monitoring
Predictive & AnalyticsThe AnalyticEvolution
SAP BI & ANALYTICS PREDICTIVE ANALYTICS SOLUTIONS FOR SAPPREDICTIVE ANALYTICS SOLUTIONS FOR SAPAPRIL 2016
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USE CASE „WIND POWER STATIONS“Wind Power Stations are maintenance-intensive systems that are exposed to high work load and vibrations. Operators of these stations have to find the right balance between cost-intensive maintenance services and the risk of high damage in case of asset failures. Thus, identifying the optimal point of time for maintenance plays a big role in the industry. Cognizant has developed a prototype for monitoring and optimizing the maintenance strategy. Using SAP Predictive Analytics© the business benefit of predictive analysis procedures is made visible in a real-life show case. Based on sensor data the condition of the asset is determined and the point of time for the next asset failure is forecasted. A comparison with the actual maintenance strategy enables decision-makers to avoid cost-intensive component failures and to realize a mid- and long-term reduction of service costs - even without expert knowledge.
In practice, the prototype can be adapted to your business requirements.
In practice, the prototype can be adapted to your business requirements.
METHODICAL APPROACH
ADVANCED ANALYTICSFLEXIBLE EXPANDABLE FOR FURTHER
COMPLEX ANALYSIS
HIGH PERFORMANCEBY USING IN-MEMORY TECHNOLOGY
MODULARIZATIONFlexible use of distinct components
VIEW ON CRITICAL KPIsVisualization of the business benefi t
OPTION HADOOPas a low-priced mass storage
Data preparationData filtering and generating of the `Characteristic̀ (Normal operation)
SAP HANA©
Process OptimizationCondition-based optimization of the
workforcemanagement
SAP PM©
Strategy MonitoringIdentification of neccecary adjustments of the
service strategy
AnalysisStochastically evaluation of the asset state
(forecasted failure time)
SAP Predictive Analytics©
SAP INTEGRATED SOLUTION
A Cost OptimizationService Interval < Asset ConditionThe next service can be postponedImpact: Reduced service costs.
B Risk MinimizationService Interval > Asset ConditionThe next service should be done before the forecasted asset failureImpact: Avoided failure costs
100
0
20
40
60
80
0100 80 60 40 20
Ser
vice
Inte
rval
(rem
aini
ng d
ays)
Asset State(forecasted failure time in days)
USAGE OF THEPREDICTION RESULTS
A
B
Pow
er O
utpu
t [M
W]
CUT-IN CUT-OUTRATED OUT
Wind speed [km/h]15 80
2
SAP BO Design Studio©
SAP BI & ANALYTICS PREDICTIVE ANALYTICS SOLUTIONS FOR SAPAPRIL 2016
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© Copyright 2015, Cognizant. All rights reserved. No part of this document may be reproduced, stored in a retrieval system, transmitted in any form or by any means, electronic, mechanical, photocopying, recording, or otherwise, without the express written permission from Cognizant. The information contained herein is subject to change without notice. All other trademarks mentioned herein are the property of their respective owners.
To fi nd out more about how we can help you prepare for the future of work, leave your details at www.cognizant.comor email [email protected]
CONTINENTAL EUROPE HEADQUARTERSCognizant Technology Solutions Benelux BVZuidplein 54, WTC H-Tower, 6th floor1077 XV Amsterdam
Telefon: +31 (0) 20 524 7700Fax: +31 (0) 20 662 [email protected]
GERMAN HEADQUARTERSCognizant Technology SolutionsSpeicherstrasse 57-5960327 Frankfurt am Main
Phone: +49 69 (0) 2722 69500Fax: +49 69 (0) 26 488 [email protected]
Cognizant (NASDAQ: CTSH) is a leading provider of information technology, consulting, and business process outsourcing services, dedicated to helping the world’s leading companies build stronger businesses. Cognizant combines a passion for client satisfaction, technology innovation, deep industry and business process expertise, and a global, collaborative workforce that embodies the future of work.
Visit us online at www.cognizant.com or follow us at www.twitter.com/COGNIZANTde
SAP BI & ANALYTICS PREDICTIVE ANALYTICS SOLUTIONS FOR SAPAPRIL 2016
