Learn how energy modeling errors can increase compliance risk and how to avoid them.
If you're planning an energy upgrade, renovation, or compliance project, you may hear two terms thrown around: energy modeling and energy audit.
They sound similar. They aren't.
An energy audit looks at how an existing building actually uses energy and identifies opportunities to improve performance. Energy modeling, on the other hand, uses a computer-based simulation to estimate how a building or proposed design will perform under different conditions.
In simple terms:
An energy audit asks: "What's happening in this building right now?"
Energy modeling asks: "How is this building expected to perform under a particular design or set of assumptions?"
That difference matters, especially for NYC building owners dealing with energy codes, Local Law 87, major renovations, or energy-efficiency projects.
An energy audit is a detailed review of a building's existing energy use.
The auditor examines how the building consumes energy and looks for opportunities to reduce consumption without negatively affecting building operations.
Depending on the project, the process can include reviewing:
The goal is practical: find where energy is being wasted and determine what can be improved.
NYC's Local Law 87 specifically defines an energy audit as a survey and analysis of energy use intended to identify opportunities to reduce energy consumption.
Energy modeling is different.
Instead of primarily looking backward at actual energy use, a model creates a digital representation of a building and estimates how it will perform.
A model can account for factors such as:
Professionals can then compare different design approaches.
For example, an owner planning a renovation might want to know whether upgrading insulation, changing window specifications, improving HVAC efficiency, or combining several measures will produce the best energy performance. That's where modeling becomes useful.
Here's the easiest way to remember it:
| Energy Audit | Energy Modeling |
|---|---|
| Examines an existing building | Simulates building performance |
| Uses real building data | Uses design and performance assumptions |
| Finds energy-saving opportunities | Predicts energy performance |
| Often involves site investigation | Uses specialized software |
| Useful for retrofit planning | Useful for design and code compliance |
| Looks at what is happening | Tests what could happen |
Neither approach automatically replaces the other. In many projects, they work better together.
An energy audit is particularly useful when you own or manage an existing building and want to understand where energy is going.
Common situations include:
If energy costs keep increasing without an obvious reason, an audit can help identify inefficient equipment or operating problems.
Older boilers, chillers, HVAC systems, pumps, and controls may consume more energy than modern systems.
Before spending heavily on new equipment, an audit can help identify which improvements are likely to have the greatest impact.
For buildings covered by NYC Local Law 87, an energy audit and retro-commissioning are part of the required compliance process. Covered buildings generally submit an Energy Efficiency Report every ten years.
Energy modeling is especially useful when you're making design decisions.
For example, you may be:
NYC Energy Code Alert: NYC's Energy Conservation Code allows certain projects to use performance-based approaches involving energy analysis and modeling. The city's current 2025 NYCECC began enforcement for applicable completed applications filed on or after March 30, 2026. That makes modeling particularly relevant for current NYC design and renovation work.
This is where the distinction becomes especially important for architects, engineers, developers, and building owners.
NYC requires most new buildings and many alterations to comply with the New York City Energy Conservation Code (NYCECC).
For certain projects, energy analysis can be used to demonstrate compliance.
The city's energy-code forms guidance explains that projects using the performance-based approach must provide modeling input and output information and identify the software used for the energy analysis. So if you're dealing with a design or construction project, energy modeling may become part of the compliance documentation—not simply an optional sustainability exercise.
Usually, no. They answer different questions.
Imagine you're renovating a 100,000-square-foot office building.
An energy audit might reveal that:
That's useful information. But suppose you want to compare three proposed HVAC designs. The audit alone won't tell you exactly how each future design is expected to perform. A model can help compare those scenarios.
Again, not necessarily.
A model is only as good as its assumptions and inputs.
If the existing building has inaccurate equipment information, incorrect operating schedules, or poor-quality utility data, the model may not accurately represent reality. An energy audit provides an opportunity to investigate the actual building. That's particularly important for older properties where drawings may not match current conditions.
For larger retrofit projects, using both tools can provide a much stronger decision-making process.
A practical sequence could look like this:
Understand how it currently operates.
Find inefficient systems and potential energy-saving measures.
Create several possible upgrade strategies.
Estimate how each strategy could affect energy performance.
Consider installation cost, energy savings, maintenance, and operational impact.
Move forward with the option that best fits the building and owner's goals.
This approach reduces the risk of spending money on upgrades without understanding their likely impact.
NYC building owners should be careful not to confuse LL87's energy audit requirements with general energy modeling requirements.
Local Law 87 applies to certain larger buildings, including buildings over 50,000 gross square feet, as well as certain groups of buildings that meet the applicable combined-size thresholds.
Covered owners must complete the required energy audit and retro-commissioning work and submit an Energy Efficiency Report (EER) according to the applicable schedule.
The audit focuses on existing building performance. Retro-commissioning goes a step further by checking whether existing base-building energy systems are operating as intended and efficiently. That is different from using an energy model to evaluate a proposed design.
A typical audit may involve several stages:
The professional reviews available information such as utility data, equipment lists, building drawings, maintenance records, and operating schedules.
The auditor examines actual building systems and conditions.
Energy consumption is analyzed to identify major uses and potential inefficiencies.
The auditor identifies potential improvements such as HVAC upgrades, lighting improvements, controls optimization, insulation improvements, and equipment replacement.
The owner receives information that can be used to prioritize future improvements.
Modeling takes a different path. A professional typically:
The output depends on the purpose of the model. A model created for code compliance isn't necessarily the same as one created to evaluate a deep energy retrofit.
It depends on what you're trying to solve.
This is one of the most important points.
An energy model is a prediction, not a guarantee.
A building can perform differently from the model because:
That's why commissioning and ongoing energy monitoring still matter after construction.
If you're unsure whether your property needs an audit, modeling, or both, start with the project itself. Ask:
Is this an existing-building performance problem?
If
yes, an energy audit may be the logical starting point.
Are we designing or comparing future building
systems?
If yes, energy modeling may be more appropriate.
Is the building covered by LL87?
If yes, review the
applicable audit, retro-commissioning, and EER requirements.
Is this a new construction or alteration project?
If
yes, review which version of the NYCECC applies and whether energy modeling is part
of the selected compliance approach. NYC notes that the 2025 NYCECC applies to
completed applications filed on or after March 30, 2026, subject to the city's
transition rules.
Energy modeling and energy audits aren't competing versions of the same service. They're tools for different stages of building management.
Energy audits investigate existing performance.
Energy modeling evaluates expected or proposed performance.
For an existing NYC building with high energy costs, an audit can reveal where the
problems are. For a new construction or major renovation project, modeling can help
compare design strategies and demonstrate energy-code compliance where
applicable.
For larger retrofit projects, using both can make the decision process much
stronger: audit the building you have, model the building you want, and then
choose upgrades based on evidence rather than guesswork.
No. An energy audit evaluates actual energy use and existing building conditions. Energy modeling uses software to simulate expected building performance under specified assumptions.
LL87 requires covered buildings to undergo an energy audit and retro-commissioning and submit an Energy Efficiency Report. Modeling may be relevant in certain circumstances, but it should not be treated as a substitute for the required LL87 process.
An audit is useful when you want to understand current energy performance, identify energy-saving opportunities, plan a retrofit, or satisfy applicable LL87 requirements.
Energy modeling is particularly useful for new construction, major renovations, design comparisons, energy-code compliance, and evaluating the expected performance of proposed building systems.
No. Modeling provides an estimate based on assumptions about weather, occupancy, equipment, schedules, and other variables. Actual performance can differ.
No. Requirements depend on the project, applicable energy code, and compliance method. NYC's current energy-code requirements should be reviewed based on when and how the project application is filed.
If the main question is "Why is this building using so much energy?", an audit is usually the more logical starting point. If the question is "Which proposed upgrade will perform better?", modeling may be more useful.
Yes. An audit can identify energy conservation measures and operational improvements that may help an owner plan broader energy and emissions reductions. However, LL97 compliance should be evaluated separately against the requirements and emissions limits applicable to the building.