Robert Fassbender's blog

Why Your Energy Model Matters When Applying for Funding in Canada

Posted on: April 22, 2026

When applying for energy funding in Canada, the energy model is often treated as a checkbox.

It gets built, included in the application, and used to estimate savings.

But in reality, the model is not just supporting the project. It is driving the entire financial case.

If the model is wrong, the savings are wrong.

And if the savings are wrong, the funding decision is built on a shaky foundation.

Funding Decisions Are Based on Projected Savings

Programs across Canada, including those supported by the Federation of Canadian Municipalities (FCM), rely on projected energy savings to evaluate projects.

Those projections determine:

  • whether a project qualifies
  • how much funding is awarded
  • whether the investment makes sense

All of that comes back to one thing:

The energy model.

The Problem: Most Energy Models Are Not Built for Accuracy

In practice, many models are created to meet a requirement, not to reflect reality.

They often rely on:

  • assumed operating schedules
  • estimated plug and process loads
  • simplified ventilation assumptions
  • default system performance

The model runs. The report looks clean. The savings appear reasonable.

But that does not mean the results are accurate.

Even small differences in assumptions can shift results significantly, especially when evaluating multiple energy conservation measures.

What Happens When the Model Is Off

When a model is not grounded in actual building performance, several things start to break down:

Claiming the ITC on Energy Projects? What ITC Actually Covers (And Why It’s Bigger Than You Think)

Posted on: April 22, 2026

What Is the Investment Tax Credit (ITC) and Why It Matters

The Investment Tax Credit (ITC) is one of the most powerful financial incentives available for energy projects in the United States. It allows building owners and developers to recover a significant percentage of project costs as a direct reduction in federal tax liability.

For projects involving solar, battery storage, geothermal, and other qualifying systems, the ITC can dramatically improve project economics by lowering upfront costs and accelerating payback.

But here’s what most people miss:

➤ The value of the ITC is not fixed. It depends on how the project is designed, documented, and structured.

Small decisions—like how costs are categorized, how systems are defined, or whether certain requirements are met—can change the credit by tens or even hundreds of thousands of dollars.

That’s why the ITC isn’t just a tax benefit. It’s a strategic lever that can make or break the financial viability of a project.

At a high level, the ITC allows you to claim a percentage of your project cost as a tax credit.

  • Base credit: typically 30% of eligible costs
  • Potential adders: +10% to +40% depending on project conditions (domestic content, location, low-income programs)
  • Applies to:
    • Solar PV
    • Battery storage
    • Geothermal systems
    • CHP and other qualifying technologies

Even more important:

➤ The ITC applies to more than just equipment

It can include:

  • Engineering and design
  • Installation labor
  • Interconnection costs
  • Permitting and soft costs

Calibration Variables to Consider

Posted on: March 12, 2026

Why Energy Model Calibration Gets Overwhelming

Calibration usually is not limited by a lack of variables. It is limited by having too many.

A Faster Workflow For Energy Model Calibration

Posted on: March 11, 2026

Anyone who has calibrated a building energy model for M&V or ASHRAE 14 knows that the real work begins after the first simulation run.
Calibration is rarely a one-and-done process. Instead, it is an iterative workflow where the model is run repeatedly while making small adjustments to assumptions, schedules, equipment efficiencies, or loads. After each run, the results are compared to measured utility data to determine whether the model is moving closer to reality.
In practice, this often means 20 to 30 simulation runs before the model begins to align with the measured data.
The frustrating part is not the modeling itself. It is the repetitive process of extracting results from the simulation output, organizing the monthly values, calculating the comparison metrics, and updating charts to see whether the model improved or got worse.
That repetitive process can consume a surprising amount of time during calibration.

The Iterative Nature of Calibration

A typical calibration cycle looks something like this:
  1. Run the energy model
  2. Extract monthly energy consumption from the output file
  3. Compare the model results to the measured utility bills
  4. Review the charts and calibration metrics
  5. Adjust model assumptions
  6. Run the model again
And repeat.
Each time the model is run, the modeler needs to quickly determine:
  • Did the iteration improve the calibration?
  • Did the model move closer to the utility data?
  • Did a change make things worse?

How a Hidden Default Turned 23 Percent Savings to 30 Percent - chiller savings

Posted on: January 21, 2026

How a Hidden Default Curve Turned Into +7% More Savings (Chiller Curves + Sequencing)

This week I reviewed an energy model that looked fine at first glance.

Reports were clean. 23% Savings looked decent. No obvious red flags.

But once I opened the plant, I found something that shows up more often than most teams realize:

The model was running on a default chiller curve.

And that one “quiet” default turned into a meaningful result once we corrected it — and then took the review one layer deeper.

The Ultimate Pipe Sizing Calculator + 17-Tab Spreadsheet Toolkit

Posted on: September 9, 2025

The Ultimate Pipe Sizing Calculator + 17-Tab Spreadsheet Toolkit

Size pipes faster with Pipe-Sizing Charts in one place, avoid costly mistakes, and design with confidence across HVAC, plumbing, steam, sanitary, storm, and gas systems.

When ComCheck Isn’t Enough: Do You Need an Energy Model Instead?

Posted on: September 8, 2025
When ComCheck Isn’t Enough: Why You Need an Energy Model Instead

When You Need an Energy Model Instead of ComCheck

If you’ve worked on a building project, you’ve probably heard of ComCheck — the free software from the U.S. Department of Energy that helps verify building code compliance. For many small and straightforward projects, it works fine.

When ComCheck Won’t Work: 10 Reasons You Need a Performance Path Energy Model

Posted on: September 8, 2025


If you’ve used ComCheck (DOE’s free prescriptive compliance tool), you know it’s great for simple projects. But the moment your design hits an exception—extra skylights, complex HVAC, mixed uses—ComCheck can’t show the trade-offs you need. That’s when reviewers say: “You’ll need a performance path energy model.”

10 Specific Reasons You Need an Energy Model Instead of ComCheck

  1. Excessive Glazing Area

    If your window-to-wall ratio (WWR) exceeds prescriptive limits, ComCheck fails. A performance model can show that high-performance glazing or other measures keep the building efficient.

  2. Skylight Limits and Daylighting Exceptions

    Skylight area is capped as a percent of roof area. Go over, and ComCheck rejects it—even if daylighting reduces lighting loads. Only a model captures the net effect.

  3. Envelope Trade-Offs

    Want better glass with slightly less opaque insulation (or vice versa)? ComCheck doesn’t allow cross-component trade-offs. A performance model does.

  4. Complex HVAC Systems

    Geothermal heat pumps, VRF, chilled beams, DOAS with energy recovery, and heat recovery chillers are beyond ComCheck. A model is required to represent them accurately.

  5. Mixed-Use / Multi-Occupancy Buildings

    Offices over retail beside labs or residential often break prescriptive category assumptions. Models let you assign systems and loads by zone and use.

How to start energy models faster and cleaner

Posted on: September 5, 2025

Convert Model DXF to eQUEST | Start Energy Models Faster

How to Start an Energy Model from CAD (Without Retracing Floor Plans Twice)

Summary: Create a simplified model DXF with thermal zones, then convert it directly into an eQUEST-ready model with Bim2Sim.com—no second redraw required.

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