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  • Home
  • Services
    • Assessment & Design
      • PI System Health Audit & Assessment
      • Asset Framework Design & Contextualization
      • PI System Specialist Services
    • Migration & Integration
      • Historian Migration & Upgrade
      • Databricks & Analytics Integration
      • Aspen InfoPlus.21 & Inmation
      • Data Source Integration
    • Analytics & Operations
      • Condition-Based Monitoring & Anomaly Detection
      • Reporting & Dashboard Development
      • Managed PI System Support
    • Advisory
      • PI System Training & Enablement
      • Merger & Acquisition Consulting
  • Industries
    • Energy
      • Power Generation
      • Transmission & Distribution
      • Renewables
    • Oil & Gas
    • Industrial & Process Manufacturing
  • About
    • Our Approach
    • Careers
  • Blog
  • Contact us
Contact Us
Contact Us

info@lamrconsulting.com

Contact Us
Contact Us

info@lamrconsulting.com

  • Home
  • Services
    • Assessment & Design
      • PI System Health Audit & Assessment
      • Asset Framework Design & Contextualization
      • PI System Specialist Services
    • Migration & Integration
      • Historian Migration & Upgrade
      • Databricks & Analytics Integration
      • Aspen InfoPlus.21 & Inmation
      • Data Source Integration
    • Analytics & Operations
      • Condition-Based Monitoring & Anomaly Detection
      • Reporting & Dashboard Development
      • Managed PI System Support
    • Advisory
      • PI System Training & Enablement
      • Merger & Acquisition Consulting
  • Industries
    • Energy
      • Power Generation
      • Transmission & Distribution
      • Renewables
    • Oil & Gas
    • Industrial & Process Manufacturing
  • About
    • Our Approach
    • Careers
  • Blog
  • Contact us
  • Home
  • Services
    • Assessment & Design
      • PI System Health Audit & Assessment
      • Asset Framework Design & Contextualization
      • PI System Specialist Services
    • Migration & Integration
      • Historian Migration & Upgrade
      • Databricks & Analytics Integration
      • Aspen InfoPlus.21 & Inmation
      • Data Source Integration
    • Analytics & Operations
      • Condition-Based Monitoring & Anomaly Detection
      • Reporting & Dashboard Development
      • Managed PI System Support
    • Advisory
      • PI System Training & Enablement
      • Merger & Acquisition Consulting
  • Industries
    • Energy
      • Power Generation
      • Transmission & Distribution
      • Renewables
    • Oil & Gas
    • Industrial & Process Manufacturing
  • About
    • Our Approach
    • Careers
  • Blog
  • Contact us

Recent Posts

  • What Happens When the One Person Who Understands Your Historian Retires
  • Event Frames: the Most Underused Feature in the PI System
  • Data Quality in Operational Technology: the Metrics Worth Tracking
  • Running PI and Aspen InfoPlus.21 Together: Federate or Consolidate?
  • Why Your Production, Finance and Environmental Reports Disagree

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Popular posts

An asset performance curve declining over time toward a design minimum, with the projected remaining useful life marked.
Advanced Asset Performance Man… 05 Mar 25 3184 Views
A condition indicator trending upward over time, crossing an action limit and triggering a maintenance work order.
Condition Based Monitoring (CB… 04 Mar 25 899 Views
Three correlated process signals that move together until their relationship breaks, highlighting a multivariate anomaly.
Rapid Anomaly Detection 04 Mar 25 689 Views
Three historian interfaces feeding a Data Archive, each marked with a healthy, warning or failed status indicator.
What a PI System Health Audit… 23 Jul 26 4 Views
A set of operational data quality metric tiles showing stale tags, bad quality proportion, flatline counts and gaps against interface outages.
Data Quality in Operational Te… 17 Oct 26 3 Views

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Three historian interfaces feeding a Data Archive, each marked with a healthy, warning or failed status indicator.

What a PI System Health Audit Actually Finds

July 23, 2026 Power Generation No Comments 4 Views

Systems rarely fail all at once. They degrade — and the findings are remarkably consistent across estates.

OUR COMPANY

We bring extensive experience across multiple industries, including oil and gas, utilities and power, renewables, water and wastewater, and food and beverage.

Recent News

A single expert holding system knowledge, with that knowledge transferred outward to a team through runbooks and documentation.
What Happens When the One Pers… 01 Nov 26 3 Views
A process trend with two startup periods captured as event frames, each carrying a duration attribute that makes them directly comparable.
Event Frames: the Most Underus… 23 Oct 26 3 Views

Posts Gallery

A single expert holding system knowledge, with that knowledge transferred outward to a team through runbooks and documentation.
A process trend with two startup periods captured as event frames, each carrying a duration attribute that makes them directly comparable.
A set of operational data quality metric tiles showing stale tags, bad quality proportion, flatline counts and gaps against interface outages.
Two architecture options compared: consolidating two historians onto one platform, versus federating them under a common model.
Three reports showing different totals for the same quantity, resolving into a single definition held in the asset model.
Two historian archives side by side with a migration arrow between them and a reconciliation step verifying the transfer.

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