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| By using sophisticated algorithms from statistics and artificial intelligence, PI helps in unlocking knowledge hidden in process data. It makes process information and data more comprehensible, helping the process in-charge to make better quality decisions. |
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| PI Miner - Process Intelligence tools from ABIBA |
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| PI Miner is an integrated PI solution from ABIBA Systems. It is a single tool to address the complete requirement of process managers. This product suite provides data extraction, data visualization, visual analytics, data modeling and real-time decision support tool. Using this, customers can - |
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 Access process data from DCS, SCADA, PLC’s
Discover valuable process knowledge that resides in historical process
Develop highly non linear models without any mathematical complexities for process improvement and control
Implement offline process simulation through a data driven model |
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| PI Miner finds application in key process industries like – |
Cement
Power generation
Chemicals
Pharmaceuticals |
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| PI Miner Product Suite |
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| PI Miner comprises several key tools and components to enable end-end stages in process performance improvement. |
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| The tools available in PI Miner are described below. |
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Using Visual Explorer, customers can understand the hidden patterns through the multidimensional visualization. It allows selection of records of interest and swapping of axes. Thus, correlation/relationships between multiple variables can be understood.
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Data Mining helps to identify important variables and their operating ranges for different levels of processes efficiencies. This can explain process outcomes where the engineering and scientific principles are not well understand. Using this, Process owners can understood the impact of decisions made and decisions not made on the process efficiency.
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With Visual Modeler customers can build multi-dimensional control limits. This is very useful when the process parameters are difficult to quantify with statistical procedures. Process Engineer can build visual models and test them for effectiveness before putting into process control.
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A model already developed can be exported to Real-time Operator Advisor. This module will access the data in real time and use the operating range defined in the model to diagnose any problematic symptoms. If any such symptoms are identified, it will be displayed on the operator work station as an alarm. The alarms can be configured to suit the customer requirements. |
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| Industrial Applications: |
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Power: Boiler Optimization, Emission Modeling
Cement: Process Optimization
Chemicals: Product mix optimization, Process
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Pharmaceuticals : Drug Design, Yield Optimization |
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