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Analytics

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143 articles
PI DataLink: Calculate Duration a PI Tag Stays Within a Range
1 min
Data Management
Analytics
+1

PI DataLink: Calculate Duration a PI Tag Stays Within a Range

Learn how to precisely calculate the total duration a PI Tag's value remains within a specific range using the powerful PITimeFilterVal function in PI DataLink.

#PI DataLink
#PI Tag
#excel
+5

Pedro Almeida

Mastering MTD & YTD with PI AF Analytics: A Step-by-Step Guide
1 min
Asset Framework
Best Practices
+1

Mastering MTD & YTD with PI AF Analytics: A Step-by-Step Guide

Learn to calculate dynamic Month-To-Date (MTD) and Year-To-Date (YTD) totals using PI AF Analytics, leveraging TagTot and PI time syntax for accurate, automated reporting.

#PI Analysis Service
#PI System Explorer
#Backfilling
+7

Nadia Kowalczyk

Handling Excluded Attributes in PI AF Analyses: Resolving Input Errors
1 min
Asset Framework
Best Practices
+2

Handling Excluded Attributes in PI AF Analyses: Resolving Input Errors

Facing 'Failed to resolve required input' errors in PI AF analyses due to excluded attributes? Learn how to leverage the BadVal() function in PI AF 2018 and later to gracefully handle missing inputs.

#PI Analysis Service
#PI System Explorer
#AF templates
+6

Nguyen Minh Duc

Optimizing Cumulative Duration with TimeEq in PI AF Analytics
1 min
Data Management
Asset Framework
+3

Optimizing Cumulative Duration with TimeEq in PI AF Analytics

Learn expert strategies to optimize TimeEq function performance in PI AF Analytics for cumulative duration calculations, avoiding costly historical data re-evaluations.

#PI Data Archive
#Performance
#AF Analytics
+8

Wei Zhang

PI AF Calculations: Formula DR vs. Analysis Service Deep Dive
1 min
PI System
Asset Framework
+2

PI AF Calculations: Formula DR vs. Analysis Service Deep Dive

Compare PI AF Formula Data References and PI AF Analysis Service for calculations, covering best practices, performance, and conversion considerations for PI System professionals.

#Data Reference
#Performance
#PI AF
+6

Viktor Lindqvist

PI AF Templates: Best Practices for Enterprise Design
1 min
Asset Framework
Best Practices
+2

PI AF Templates: Best Practices for Enterprise Design

Master PI AF template design for enterprise deployments. Learn best practices for asset hierarchies, element references, attribute structure, and avoiding common pitfalls.

#PI Analytics
#PI System Explorer
#PI AF
+5

Marco Rossi

Mastering Time Arithmetic: Adding Durations in PI AF Analytics & AF SDK
1 min
Asset Framework
Best Practices
+3

Mastering Time Arithmetic: Adding Durations in PI AF Analytics & AF SDK

Unlock the secrets of precise time arithmetic in the PI System. Learn to add durations to timestamps in PI AF Analytics and AF SDK, handling time zones and dynamic inputs with expert techniques.

#AF SDK
#Time Zones
#PI System Explorer
+8

Siti Rahman

Capturing the Last Good PI Tag Value with AF Analytics
1 min
Data Management
PI System
+3

Capturing the Last Good PI Tag Value with AF Analytics

Learn how to use PI AF Analytics to capture the last good value of a PI tag, ensuring it falls within a specified min/max range and isn't a bad quality reading.

#Asset Framework
#PI System Explorer
#Data Filtering
+7

Wei Zhang

PI Vision Calculation Units: Why They Vanish & How to Restore Them
1 min
Best Practices
PI Vision
+2

PI Vision Calculation Units: Why They Vanish & How to Restore Them

Struggling with missing units in PI Vision calculations? Learn why PI AF limits UOM propagation for summaries and discover expert strategies to display units effectively.

#Troubleshooting
#PI Vision
#PI System Explorer
+7

David Rodriguez

Scaling Rolling 24-Hour Analytics in PI AF: Strategies for Performance
1 min
Asset Framework
Best Practices
+2

Scaling Rolling 24-Hour Analytics in PI AF: Strategies for Performance

Explore expert strategies for scaling PI AF Analytics to perform efficient rolling 24-hour average, max, and min calculations across thousands of assets, optimizing performance and reducing latency.

#PI Data Archive
#AF Analytics
#Performance Tuning
+6

Pedro Almeida

Resolving '[-11414] Buffered point does not accept new events' on PI Analysis Tags
1 min
Data Management
Troubleshooting
+2

Resolving '[-11414] Buffered point does not accept new events' on PI Analysis Tags

Encountering '[-11414] Buffered point does not accept new events' when editing PI Analysis output tags? Learn the root cause and multi-step solution.

#PI Data Archive
#AF Analysis
#PI SMT
+7

Andres Vargas

Summing Boolean-like PI Tags: Resolving 'Error Evaluating Tag or Expression'
1 min
Data Management
PI System
+2

Summing Boolean-like PI Tags: Resolving 'Error Evaluating Tag or Expression'

Encountered 'Error Evaluating Tag or Expression' when summing boolean-like PI tags? Learn how to correctly sum digital states and AF Boolean attributes for accurate calculations.

#Error Handling
#Digital State
#Real-time Data
+7

Emily Watson

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About Analytics

Explore our collection of expert articles about Analytics. Our content is written by experienced PI System professionals and covers everything from basic concepts to advanced implementation techniques.

Whether you're new to PI System or an experienced engineer, you'll find valuable insights, tutorials, and best practices to help you get the most out of your industrial data infrastructure.