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Statistical Regression vs. Physics-Based Simulation: Predicting How a Building Should Perform
Statistical regression simply projects historical correlation forward, leaving it blind to dynamic changes in weather, occupancy profiles, and operational parameters. In contrast, physics-based simulation maps explicit structural and thermodynamic relationships, enabling precise forecasting of building performance under evolving real-world conditions.
Beth Eckenrode
2 days ago


Making Every Dollar Count -- A Data-Driven Path to Energy Efficiency for Any Real Estate Portfolio
Every large holder of real estate faces the same dilemma: energy efficiency and decarbonization are clearly worth pursuing, but committing capital with confidence is hard. Which building should go first? Which upgrade actually moves the needle? How do you know you got what you paid for? Answer: Companies, like AUROS Group, working at the intersection of building science and data science have solved these problems — and the technology to do it is now fast, accurate, and affo
Beth Eckenrode
5 days ago


Global Firsts: Triple RESET Certifications Air, Energy and Water Certified in Operations, Not in Design.
How Ohio County, West Virginia Buildings Just Changed What "Certified Performance" Actually Means in America When a building says it performs, can it prove it? For the first time in the United States, the answer is yes — not through design estimates, not through manual audits, but through continuous, machine-verified data integrated with a live physics-based simulation to prove actual performance is meeting design intent. Ohio County, WV Buildings That Raised the Bar There is
Beth Eckenrode
5 days ago


Integrating Physics-Based Building Energy Modeling into Independent Data Layers: Creating New Context for University Campus Performance
Introduction: The World of What's Possible vs. What Is Large, complex universities face an unprecedented challenge: how to optimize building performance across diverse portfolios while simultaneously reducing operational costs, meeting decarbonization mandates, and maintaining world-class research and learning environments. Traditional approaches rely on historical data and statistical regression to understand building performance—answering the question "how is my building pe
Beth Eckenrode
Mar 16


Campus Energy Intelligence
AUROS Insights™ is a the first data solution to integrate building energy modeling simulation data into existing operational technology platforms enabling campuses to confidently predict optimal performance, and reduce energy costs through better timed decisions. In an era where every BTU and kilowatt-hour must be accounted for both economically and environmentally, the quality of your data directly determines the quality of your decisions.
Beth Eckenrode
Feb 16


AUROS Insights™ for Building Owners
Let's get to the point. You should only care about AUROS Insights if you have one of the following pain points: Can I track building performance in real time and assess performance against design intent or visualize my existing building's optimum performance potential? Are we overspending on energy? Do we even know what's possible in our building(s)? Can I stay ahead of Building Performance Standard (BPS) regulations and/or fines? Why can't I solve the performance gap issue
Beth Eckenrode
Jan 22


Putting Building Scientists at the Data Science Table of Existing Buildings
Until now, building scientists haven't had the ability to use the vast amounts of data in existing buildings. Operational Technologies talk in their own languages. Most existing data platforms use Artificial Intelligence and Machine Learning on historical data to predict how good a building might perform in the future. Nobody is asking the pivotal building science question, "how good can my building perform?" That question cannot be answered by the world of data science.
Beth Eckenrode
Sep 13, 2025


Repurposing Building Energy Models (BEMs) for Use in Operations
The most valuable digital assets in your building portfolio are gathering dust. Here's how to wake them up and unlock millions in...
Beth Eckenrode
Aug 22, 2025


Transformational Data Center Performance Requires Integration
The keys to unlocking both efficiency and resilience for future data centers lies in sophisticated time-of-use analysis embedded into a data environment that includes physics-based modeling and simulation data. This granular approach enables: Faster Time to Market -- reduce design iterations and commissioning time through virtual testing and optimization. Operational Excellence -- Achieve and sustain industry-leading Power Use Effectiveness (PUE) through continuous monitorin
Beth Eckenrode
Aug 12, 2025


New High-Performance Pittsburgh Medic Station Gets Noticed
"This building represents the very best of what we're working towards with our City-owned facilities," said Mayor Ed Gainey. "It's a...
Beth Eckenrode
Jul 29, 2025


AUROS Group is Your Choice for Big Building Passive House Certification
AUROS Group is not the best choice of consultancy services for designing or certifying most single family homes. AUROS Group's Passive...
Beth Eckenrode
May 24, 2025


Technology! Closing the gap between building design/construction and operations
Technology is the only way to cost-effectively integrate design intentions into operational performance.
Beth Eckenrode
May 23, 2025
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