Big Data and Diagnostics
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1 Siemens Industrial Turbomachinery AB Big Data and Diagnostics Dr. Christer Karlsson, R&D Project Manager and Specialist in Diagnostics Siemens AG All rights reserved.
2 Tiles of life Siemens AG All rights reserved. Page Dr. Mikhail Roshchin, Senior Key Expert for Diagnostic Analytics
3 Siemens Industrial Turbomachinery AB Siemens is present in the areas: Healthcare, Energy, Infrastructures and Cities, and Industry 340,000 (48,000 R&D) co-workers SIT: 2,800 (500 R&D) external SIT: MSEK turnover SIT: 95 % of sales is exported SIT: 16,000 visitors annually Page 3 Copyright Siemens Industrial Turbomachinery AB 2012.
4 Adaptation to constant change Wikipedia: M.C. Escher, Sky and water, 1938 Restricted Siemens Industrial Turbomachinery AB All rights reserved. Page 4 Oil & Gas and Industrial Applications Services
5 Big Data and Diagnostics SIT perspective Maturity in industry Price of technology Quickly increasing fleet Large amount of data New business model Information hub New tools Page 5 Copyright Siemens Industrial Turbomachinery AB 2012.
6 Moving into the future of gas turbine operation Today New Page 6 Copyright Siemens Industrial Turbomachinery AB 2012.
7 Remote Diagnostic Service Main tasks Restricted Siemens Industrial Turbomachinery AB All rights reserved. Page 7 Oil & Gas and Industrial Applications Services
8 Data analysis tools Specific Rules and Trending Early Warning Event Processing Automated Reasoning Timeseries Data (Analytics, Trending) Knowledge Base (Fingerprints, Models and Rules) Knowledge Base (Patterns and Rules) Knowledge Base (Cases and Rules) Sensor Check Event Analyzer Predictive Trender Inferred Events Performance Out-of-Range Pattern Detection Complex Event Analysis Sequence of Events Analysis Case-based Reasoning Performance Index Vibration Sensor Validation Text mining Auxiliaries Analyzer Bearing Monitor Combustion Compressor Monitor Combustion Pulsation Restricted Siemens Industrial Turbomachinery AB All rights reserved. Page 8 Oil & Gas and Industrial Applications Services
9 Some challenges from diagnostics perspective How to quickly and economically: Maintain data quality? Transfer wisdom to system? Maintain/sustain the knowledge in systems? Restricted Siemens Industrial Turbomachinery AB All rights reserved. Page 9 Oil & Gas and Industrial Applications Services
10 Siemens Industrial Turbomachinery AB Big Data and Diagnostics Dr. Christer Karlsson, R&D Project Manager and Specialist in Diagnostics Siemens AG All rights reserved.
11 This document contains forward-looking statements and information that is, statements related to future, not past, events. These statements may be identified either orally or in writing by words as expects, anticipates, intends, plans, believes, seeks, estimates, will or words of similar meaning. Such statements are based on our current expectations and certain assumptions, and are, therefore, subject to certain risks and uncertainties. A variety of factors, many of which are beyond Siemens control, affect its operations, performance, business strategy and results and could cause the actual results, performance or achievements of Siemens worldwide to be materially different from any future results, performance or achievements that may be expressed or implied by such forward-looking statements. For us, particular uncertainties arise, among others, from changes in general economic and business conditions, changes in currency exchange rates and interest rates, introduction of competing products or technologies by other companies, lack of acceptance of new products or services by customers targeted by Siemens worldwide, changes in business strategy and various other factors. More detailed information about certain of these factors is contained in Siemens filings with the SEC, which are available on the Siemens website, and on the SEC s website, Should one or more of these risks or uncertainties materialize, or should underlying assumptions prove incorrect, actual results may vary materially from those described in the relevant forward-looking statement as anticipated, believed, estimated, expected, intended, planned or projected. Siemens does not intend or assume any obligation to update or revise these forward-looking statements in light of developments which differ from those anticipated. Trademarks mentioned in this document are the property of Siemens AG, it's affiliates or their respective owners. Page 11 Copyright Siemens Industrial Turbomachinery AB 2012.
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