Integrating the PI System with Third-Party Analytics
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1 Integrating the PI System with Third-Party Analytics Presented By: Ahmad Fattahi, OSIsoft Where PI geeks meet 9/23/2010
2 Where PI geeks meet 2010 OSIsoft, LLC. All Rights Reserved 2 Why Choose the PI System? Analytics The PI System has the data What s the next step? Business intelligence: optimizing production Process control: nominal trajectory Data mining: fault detection and prevention Complex event processing: notification
3 Where PI geeks meet 2010 OSIsoft, LLC. All Rights Reserved 5 PI Analytics Subset Performance Equations Totalizers Alarm/Statistical Quality Control PI Advanced Calculation Engine PI for StreamInsight* AF-supported Analytics*
4 Where PI geeks meet 2010 OSIsoft, LLC. All Rights Reserved 6 3 rd -Party Analytics Excel Solver: Datalink, PI-SDK Made by Frontline Systems Good for smaller setups Meshes well with PI- Datalink
5 Where PI geeks meet 2010 OSIsoft, LLC. All Rights Reserved 7 3 rd -Party Analytics MATLAB by Mathworks ADO and PI OLEDB Provider OPC toolbox and PI OPC Database toolbox and PI JDBC Driver COM Automation Server referenced in codes using PI SDK or PI ACE
6 Where PI geeks meet 2010 OSIsoft, LLC. All Rights Reserved 8 3 rd -Party Analytics JMP Statistical discovery by SAS Provides visual statistical data on the desktop MS Excel and PI DataLink ODBC and PI ODBC Client Flat text files and piconfig utility
7 Where PI geeks meet 2010 OSIsoft, LLC. All Rights Reserved 9 Use Case: Mathematical Optimization Business Intelligence Process Control Data Mining and Curve Fitting Minimizing production cost Verification of a process controller/dcs against nominal trajectory Preemptive fault detection and forecasting
8 Where PI geeks meet 2010 OSIsoft, LLC. All Rights Reserved 10 Example: Solver add-in to Microsoft Excel Minimizing cost of raw material A Mineral 1 A B Mineral 2 C Raw material Production
9 Example: Solver add-in to Microsoft Excel Objective: minimize the cost of minerals Constraints: minimum levels of each material The PI System: different parameters come through PI DataLink in real-time Excel Solver: optimization Where PI geeks meet 2010 OSIsoft, LLC. All Rights Reserved 11
10 Where PI geeks meet 2010 OSIsoft, LLC. All Rights Reserved 12 Example: Solver add-in to Microsoft Excel
11 Where PI geeks meet 2010 OSIsoft, LLC. All Rights Reserved 13 Example: Solver add-in to Microsoft Set up of the problem: Excel
12 Where PI geeks meet 2010 OSIsoft, LLC. All Rights Reserved 15 Mathworks MATLAB The PI System MATLAB Provides historical data Performs analysis Data analysis and modeling, application and algorithm development
13 Example: Economic Dispatch Several production units, variable costs Given: power demand Question: How to allocate the production Gen 1 Gen 2 Gen 3 DISPATCH To grid Where PI geeks meet 2010 OSIsoft, LLC. All Rights Reserved 16
14 Where PI geeks meet 2010 OSIsoft, LLC. All Rights Reserved 17 Example: Economic Dispatch Objective: minimize total production cost Constraints: Total generation less than demand Individual production cap Other constraints Decision: how much each unit generates
15 Where PI geeks meet 2010 OSIsoft, LLC. All Rights Reserved 18 Example: Economic Dispatch Data flow: PI Interfaces.NET Application PI Clients MATLAB
16 Where PI geeks meet 2010 OSIsoft, LLC. All Rights Reserved 20 Example: Economic Dispatch Cost: Subject to: i c i P 2 i + b i P i + a i πp i max 0 P i P i P i P d P i P d π a i, b i, c i Production at generator i Demand Going price at the market Cost coefficients (from PI)
17 Where PI geeks meet 2010 OSIsoft, LLC. All Rights Reserved 21 Example: Economic Dispatch A server object in PI-SDK to access PI points (Data.Snapshot.Value) MATLAB COM automation sever is referenced Arrays (matrices) are passed MATLAB.Application object quadprog function in optimization toolbox
18 Where PI geeks meet 2010 OSIsoft, LLC. All Rights Reserved 22 Example: Economic Dispatch Benefits Convenient access to enterprise data in realtime Easy manipulation of complex analytics; suitable for large scale problems Having optimal results in real-time
19 Where PI geeks meet 2010 OSIsoft, LLC. All Rights Reserved 23 Example: Economic Dispatch Implementation results
20 Where PI geeks meet 2010 OSIsoft, LLC. All Rights Reserved 24 Concluding Remarks The PI System provides several analytical tools The PI System could conveniently combine with 3 rd party analytical tools as well Optimization problems can boost the whole enterprise via complex optimal results in realtime
21 Thank You! 2010 OSIsoft, LLC. All Rights Reserved
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