SBA 381: Lessons Learned From Running an Analytics Program With Devan Tracy

The Smart Buildings Academy Podcast | Teaching You Building Automation, Systems Integration, and Information Technology

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How do you actual succeed with analytics? This is a question I get asked often.

In this episode of the Smart Buildings Academy Podcast, Devan Tracy of Lockheed Martin discusses how she built a successful analytics platform from the ground up.

If you've found yourself thinking, "Analytics seem like a good idea but I'm not sure they'll work for me" or "Where would I even get started on an analytics journey" this podcast is for you!

Resources:

https://podcast.smartbuildingsacademy.com/381

479 פרקים

#Engineering #Buildingautomation #Internetofthings #Business #Industries #Careers #Smart Buildings Academy #Podcasting Education #IoT #HVAC #Smartbuilding

SBA 381: Lessons Learned From Running an Analytics Program With Devan Tracy

The Smart Buildings Academy Podcast | Teaching You Building Automation, Systems Integration, and Information Technology

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published לפני 3 שנים

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MP3•בית הפרקים

סדרה בארכיון ("עדכון לא פעיל" status)

When? This feed was archived on March 02, 2025 12:09 (4M ago). Last successful fetch was on January 23, 2025 21:06 (5M ago)

Why? עדכון לא פעיל status. השרתים שלנו לא הצליחו לאחזר פודקאסט חוקי לזמן ממושך.

How do you actual succeed with analytics? This is a question I get asked often.

In this episode of the Smart Buildings Academy Podcast, Devan Tracy of Lockheed Martin discusses how she built a successful analytics platform from the ground up.

If you've found yourself thinking, "Analytics seem like a good idea but I'm not sure they'll work for me" or "Where would I even get started on an analytics journey" this podcast is for you!

Resources:

https://podcast.smartbuildingsacademy.com/381

479 פרקים

#Engineering #Buildingautomation #Internetofthings #Business #Industries #Careers #Smart Buildings Academy #Podcasting Education #IoT #HVAC #Smartbuilding

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The Smart Buildings Academy Podcast | Teaching You Building Automation, Systems Integration, and Information Technology

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SBA 479: Role of AI and Machine Learning in HVAC Energy Optimization 18:35

לפני 21 weeks18:35

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Join us for Episode 479 of the Smart Buildings Academy Podcast, where we dive into a topic that's rapidly transforming the world of building automation—AI and Machine Learning in HVAC Energy Optimization. Whether you're an HVAC technician, BAS professional, engineer, sales specialist, or building manager, this episode is for you. Discover how AI-driven solutions are redefining the way we approach energy efficiency, predictive maintenance, and system performance—all without the need for complicated programming. By tuning in, you'll gain insights into how these cutting-edge technologies are shaping the future of our industry and how you can stay ahead of the curve. Expect real-world examples, expert analysis, and a glimpse into what 2025 holds for AI integration in building automation systems. In This Episode, We Cover: How AI analyzes building data to forecast and optimize energy usage. Machine learning’s role in predictive maintenance, helping you avoid costly failures. Real-time dynamic adjustments that improve occupant comfort while reducing energy costs. Anomaly detection techniques to identify inefficiencies before they become expensive problems. Real-world case studies showing how companies are saving thousands with AI-driven strategies.…

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SBA 478: Controlling Pumping and Piping Systems 25:14

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Attention building automation professionals! Are you ready to deepen your expertise in hydronic systems? Episode 477 of the Smart Buildings Academy Podcast is here to guide you through the intricate world of water-cooled chilled water plants, cooling towers, and control strategies that drive system efficiency. If you’ve ever grappled with terms like "range," "approach," or "wet bulb," this episode is your ticket to clarity. It’s designed to provide actionable insights without overwhelming you with technical jargon, making it a must-listen for anyone in the field. Key Topics Covered: Unpacking the components and control strategies of water-cooled chillers. The relationship between wet bulb, range, and approach—and why it matters. Essential considerations for effective cooling tower control. Understanding bypass valves, dual bypass setups, and low-temperature control. The role of partial load chillers in optimizing system efficiency. Why It Matters: Whether you're troubleshooting a chilled water system, optimizing performance, or designing your next sequence, this episode equips you with the concepts to elevate your projects. Dive in, connect the dots, and take the next step in mastering HVAC control sequences.S…

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SBA 476: Mastering Chilled Water Systems Air-Cooled vs. Water-Cooled Insights 30:14

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Calling all building automation professionals! Are you ready to unlock deeper insights into chilled water systems and elevate your expertise? In this episode, we dive into air-cooled and water-cooled chillers, revealing practical concepts that will refine your control strategies and enhance system performance. Whether you're troubleshooting HVAC systems or designing sequences, this episode delivers knowledge you can immediately apply. Key Topics Covered The core principles behind the refrigeration cycle and why they matter in control sequences. A closer look at the differences between air-cooled and water-cooled chillers. The critical role of lift and load in achieving chiller efficiency. How system enable states and sequence flow simplify troubleshooting and programming. A sneak peek at advanced concepts like multi-chiller control and bypass valve strategies.…

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SBA 475: Demystifying Hot Water Systems for Building Automation 32:07

לפני 25 weeks32:07

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In Episode 475 of the Smart Buildings Academy Podcast , we take a comprehensive look at the vital role of hot water systems in building automation. Whether you're troubleshooting a stubborn boiler, programming complex multi-system setups, or trying to master sequencing, this episode dives into the core concepts and strategies you need to succeed. This isn't just another technical breakdown — it's a deep dive into real-world scenarios, practical tips, and common pitfalls, designed to enhance your understanding and control of these critical systems. Key Topics Covered: The science behind hot water systems: What makes them efficient for energy transfer? Single vs. multi-boiler systems: How to approach sequencing and lead-lag control. Hot water setpoint strategies: Outdoor air resets, mixing valves, and system balance. Steam systems: Why they’re powerful, how to manage them safely, and their role in energy distribution. Avoiding common mistakes with flow, fuel, and control in hot water and steam systems. If you're looking to refine your expertise in HVAC control sequences and elevate your building automation game, this episode is packed with insights and strategies tailored to your needs.…

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לפני 26 weeks23:09

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לפני 27 weeks27:47

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לפני 28 weeks27:58

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Are HVAC control sequences leaving you puzzled? Whether you’re a technician, programmer, or designer in the building automation industry, this episode is your starting point for mastering the critical systems that shape modern smart buildings. Join us for Part 1 of our eight-part deep dive into HVAC control sequences, focusing on one of the most common systems you'll encounter: VAV boxes. This is the knowledge you need to solve issues faster, design smarter, and build your confidence with one of the most misunderstood aspects of BAS. Key Topics Covered: VAV Boxes Demystified: Discover the core principles behind variable air volume (VAV) boxes and their essential role in zone temperature control. Troubleshooting Made Clear: Learn why most BAS issues occur at the box level and how mastering this can maximize efficiency across systems. Control Loops Simplified: Unpack the unique “loop within a loop” concept for VAV box control, essential for effective programming and operation. Transition to Reheat: Explore the differences between cooling-only boxes and those with reheat, including key considerations for setpoints and sensor placement. Fan-Powered Box Insights: Understand the contrasting roles of series and parallel fan-powered boxes and when to use each for optimal performance. This episode is packed with practical insights and concepts that will change the way you approach HVAC systems. If you're looking to deepen your expertise and stay ahead in the field, this series is for you. 🔔 Catch it live: Thursday, November 28th at 8 AM EST / 5 AM PST. Don’t miss the start of this must-listen series for building automation professionals.…

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לפני 35 weeks29:42

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SBA 465: Robots in the Skilled Trades 33:36

לפני 36 weeks33:36

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SBA 381: Lessons Learned From Running an Analytics Program With Devan Tracy

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SBA 381: Lessons Learned From Running an Analytics Program With Devan Tracy