#AF Analytics
Browse all articles tagged with #AF Analytics. Find expert insights and practical tutorials from our PI System community.

PI AF Table Lookup: Contextual Metadata, Not Time-Series Data
Explore the PI AF Table Lookup data reference: learn its intended use for contextual metadata and why it's not suitable for historizing time-series data in the PI System.
Elena Petrov

PI System Formatting: Mastering Thousands Separators for Clarity
Struggling with thousands separators in PI System values? Learn why PI System Explorer has limitations and how to achieve clear, readable number formatting in PI Vision and PI Notifications.
Marcus Chen

AF Analytics Backfill Error: 'No output attributes configured correctly'
Facing 'No output attributes that save history are configured correctly' when backfilling AF Analytics? Learn to diagnose and resolve this common PI Analysis Service permission error.
Rachel Park

Troubleshooting High PI Analysis Service Maximum Latency
Troubleshoot high PI Analysis Service Maximum Latency. Understand its meaning, why it persists, its impact, and how to optimize AF Analytics for better performance.
Lucas Dubois

Handling Bad Data: Setting PI Tags to 'Bad' or 'No Data' Using AF Analytics
Effectively manage bad data in the PI System by setting PI Tags to 'Bad' or 'No Data' states. Learn how PI Asset Framework Analytics provides a robust solution for conditional data quality.
Viktor Lindqvist

Conditional Averages in PI AF Analysis: Filtering Data for Smarter Insights
Learn to calculate conditional averages in PI AF Analysis. Filter your PI System data using If-Then-Else logic and NoOutput() to derive smarter insights from your assets.
Katarina Horvat

Summing PI Tag Values: A Comprehensive Guide to Calculations
Learn the best practices for summing PI Tag values using PI Performance Equations, PI AF Analytics, and PI DataLink to ensure accurate and efficient data aggregation.
Tunde Okafor

TimeEq() Discrepancies: Ensuring Consistent PI System Calculations
Unravel TimeEq() discrepancies across AF Analytics, PI PE, and PI DataLink. Learn to achieve consistent, accurate PI System calculations by understanding platform nuances.
Lars Andersen

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.
Nadia Kowalczyk

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.
Wei Zhang

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.
Viktor Lindqvist

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.
Siti Rahman
About #AF Analytics
Explore our collection of articles tagged with #AF Analytics. Our expert contributors share their knowledge and experience to help you succeed with PI System implementations.
From configuration tips to advanced development techniques, these articles provide practical guidance for PI System professionals at all levels.