PI Integrator for Business Analytics

Transcription

1 PI Integrator for Business Analytics Big Data Analytics with the PI System Presented by Mark Knox, Senior Systems Engineer REGIONAL SEMINARS 2015

2 I need to minimize risks through Data Driven Decisions Operations I want share PI System data to groups outside of Operations I want to build statistical models from historical data I want to compare my equipment with ALL of our other sites I want to spend less time on operational reports REGIONAL SEMINARS

3 We are starting a Big Data project, and we need operational data I want to combine systems of record for our corporate reports We need to be more confident in the decisions we make. We need trusted data I want to add Operational Data to our existing enterprise data warehouse I want to get operational data into more of the BI Tools that people use IT REGIONAL SEMINARS

4 high volume, velocity, and/or variety information assets that demand cost-effective, innovative forms of information processing that enable insight, decision making, and process automation ---Gartner REGIONAL SEMINARS

5 The Benefits of Big Data 6% more profitable 83% improved process cycle times 49% had payback in one year or less 54% report ROIs >100% 27% year-over-year increase in revenue 12% less operating expense 5% more productive Sources: Harvard Business Review, Forbes, IDB REGIONAL SEMINARS

6 The Big Data Landscape From: REGIONAL SEMINARS

7 Big Data Analytics Analytics is required to transform information into intelligence More than storage Visual analytics Machine learning Complex event processing REGIONAL SEMINARS

8 Context in the Physical World What product is being made? When is the equipment empty? Where was the instrument when I took that measurement? REGIONAL SEMINARS

9 Context in the Physical World How are renewables impacting equipment? Was there a voltage violation? What are the changes in weather? REGIONAL SEMINARS

10 Context in the Physical World Was wind gusty or steady? Was the maintenance planned? How long does this issue usually take to fix? REGIONAL SEMINARS

11 Big Data Analytics and the PI System Statistical Analytics Visual Analytics REGIONAL SEMINARS

12 Real-Time Time-Series Data Isn t Perfect Naturally incomplete Doesn t look like relational data Not evenly spaced Subject to errors in measurement REGIONAL SEMINARS

13 Turbine 2 Turbine 1 Data Alignment Speed Torque Bearing Temp Oil Temp Manufacturer Last Service Different Archive Start Times Vestas June 20, 2013 Speed Additional Measure Torque Bearing Temp Bad Sensor Oil Temp Ware Factor Manufacturer Last Service Date Time Siemens February 5, 2015 Comm Failure Spike / Out of Range Uneven Spacing REGIONAL SEMINARS

14 Data Wrangling Prep Analysis Data cleansing and preparation tasks can take 50-80% of the development time and cost REGIONAL SEMINARS 2015

15 Traditional Data Delivery PI DataLink PI OLEDB Enterprise PULL BUSINESS TOOLS Excellent for small datasets Hours, days, 1-2 months Does not scale to large datasets 6 months, 3 years, etc. High density data REGIONAL SEMINARS

16 PI Integrator for Business Analytics PULL data aggregation CLEANSE AUGMENT data quality data compatibility SHAPE TRANSMIT model normalization PUSH Business Intelligence & Visual Analytics Data Warehouse Big Data REGIONAL SEMINARS

17 Video placeholder (see > Resources > View by Event for video replay). REGIONAL SEMINARS

18 PI Integrator for Business Analytics Business Intelligence Edition Create PI Views Access decision-ready data via ODBC Best solution to provide access to analytics Tibco Spotfire, Tableau, Microsoft Power BI SAS, Cognos, Oracle Most dashboarding tools REGIONAL SEMINARS

19 Oil Well Drilling - Example Optimize Well Drilling Times Operate Drill Rigs efficiently (ROP) Avoid damaging Stick Slip events and costly maintenance REGIONAL SEMINARS

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23 Workflow of PI Integrator for Business Analytics Business Intelligence Edition Define an Asset Shape Enhance the Dataset Time slicers Various data & time filters Define overall time range & interval Publish to Target Destination REGIONAL SEMINARS

24 Workflow of PI Integrator for Business Analytics Business Intelligence Edition Define an Asset Shape Enhance the Dataset Time slicers Various data & time filters Define overall time range & interval Publish to Target Destination REGIONAL SEMINARS

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28 Workflow of PI Integrator for Business Analytics Business Intelligence Edition Define an Asset Shape Enhance the Dataset Time slicers Various data & time filters Define overall time range & interval Publish to Target Destination REGIONAL SEMINARS

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39 Workflow of PI Integrator for Business Analytics Business Intelligence Edition Define an Asset Shape Enhance the Dataset Time slicers Various data & time filters Define overall time range & interval Publish to Target Destination REGIONAL SEMINARS

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43 What Systems Are Supported? REGIONAL SEMINARS

44 Business Intelligence Edition Architecture Visualization & Analytics Other BI Offerings Data Preparation and Integration Layer PI Integrator for BA Business Intelligence Edition System of Record PI Server REGIONAL SEMINARS

45 Data Warehouse Edition Architecture Visualization & Analytics Tableau Spotfire SAS Power BI Custom Applications Enterprise Data Warehouse / Data Mart / Data Lake SQL Server, Teradata, Oracle Hadoop Data Preparation and Integration Layer PI Integrator for BA Data Warehouse Edition Custom or 3 rd Party Data Management and ETL System of Record PI Server CRM Sales EAM ERP HR REGIONAL SEMINARS

46 PI Integrator for SAP HANA Native Integration with HANA Smart Data Access (SDA) Data is brought into memory on demand Focus on BI, reporting, and predictive analytics A.k.a. SAP IoT Adapter by OSIsoft BUSINESS PROCESSES INDUSTRIAL PROCESSES Real-time Business Decision Support Real-time Operational Decision Support REGIONAL SEMINARS

47 SAP HANA Edition Architecture Visualization, Analytics, & Business Process Applications Tableau Spotfire Lumira SAP BW SAP Solutions SAP Solutions & Applications SAP Solutions & Applications & Applications Enterprise Analytics and Applications Platform SAP HANA Data Preparation and Integration Layer SAP HANA Enterprise Information Management and Data Provisioning Agent SAP IoT Adapter by OSIsoft PI Integrator for Business Analytics SAP & Partner Suite of Data Management Tools Systems of Record PI Server CRM Sales EAM ERP HR REGIONAL SEMINARS

48 The PI System Complements Big Data Solutions REGIONAL SEMINARS

49 Key Takeaways - Ask internally, at your company, if there is a Big Data Initiatives and which tools are already in used - Leverage existing infrastructure - Organizing the data is key - Proper PI Asset Framework structure - Link to metadata REGIONAL SEMINARS

50 Proven Technology Early Adopter Program Merck Regeneron EDF-RE CEMEX Alcoa GRP Freeport-McMoRan Devon Energy Noble Energy NOV BASF China Southern Grid SDG&E REGIONAL SEMINARS

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54 PI Integrator for Business Analytics Editions Business Intelligence Edition Data Warehouse Edition PI Views (client-side ODBC) Released! Released! Native Connections - Microsoft SQL Server Released! - Flat file Released! SAP HANA Edition - SAP HANA Q Oracle RDBMS 11 & 12 Q Hadoop HDFS & HIVE Q REGIONAL SEMINARS

55 Contact Information Mark Knox Senior Systems Engineer OSIsoft REGIONAL SEMINARS

56 Questions Please wait for the microphone before asking your questions Please remember to Complete the Survey for this session State your name & company REGIONAL SEMINARS

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