EP211 Data Integrity in HVAC: Why It Matters More Than You Think with Rachel Kaiser (February 2025)

EP211 Data Integrity in HVAC: Why It Matters More Than You Think with Rachel Kaiser (February 2025)

Author: Bill Spohn March 28, 2025 Duration: 41:15

In this episode of Building HVAC Science, Bill and Eric welcome Rachel Kaiser to discuss an often-overlooked yet critical topic: data integrity in HVAC and building performance. Rachel, who has a background in scientific research and data quality, shares insights into how the HVAC industry generates and manages data, why data integrity matters, and the risks of poor data management.

They explore real-world examples—from technicians misreporting measurements to the challenges of maintaining reliable combustion data—and discuss how digital tools can both help and hinder data integrity. Rachel breaks down key principles of data integrity using the ALCOA+ framework, which ensures data is attributable, legible, contemporaneous, original, and accurate, along with being complete, consistent, enduring, and available.

The conversation touches on how connected tools, data logging, and digital advancements are reshaping HVAC, making accurate data more accessible while also increasing the need for awareness and best practices. If you've ever questioned how reliable your measurements are—or how much you can trust the data you work with—this episode is a must-listen!

Rachel on LinkedIn:https://www.linkedin.com/in/rachel-kaiser-416020288/

 

This episode was recorded in February 2025.


Ever wonder why some buildings feel just right-healthy, comfortable, and surprisingly efficient-while others seem to work against you? That’s the territory explored in Building HVAC Science, a podcast hosted by seasoned experts Eric Kaiser and Bill Spohn. This isn't just about thermostats and ductwork; it's a deep, practical dive into the physics and principles that make indoor environments work. You’ll hear conversations that dissect real-world diagnostics, question common practices, and explain the often-overlooked science behind temperature, airflow, and moisture. The discussions naturally progress from foundational concepts to the latest tools and technologies used for measurement and verification, always linking theory to tangible results in building performance. By focusing on the interplay between proper HVAC design, installation, and human well-being, this podcast provides actionable knowledge for professionals and curious minds alike. Tune in for a clear-eyed look at how understanding the built environment leads to spaces that are better for both people and the planet.
Author: Language: English Episodes: 100

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