Studio Matrx Monthly · Volume 1 · Issue 3 · August 2026
Amogh N P
 In loving memory of Amogh N P — Architect · Designer · Visionary 
ASHRAE & LEEDLesson 9.2
BPS for Architecture, Planning & Urban Design/Module 9 · Codes, Ratings & Net-Zero

Lesson 9.2 · Codes, Ratings & Net-Zero

ASHRAE & LEED

The global baseline standard and the rating built on it - how Appendix G turns a design into a percentage improvement

13 min Interactive lessonFree · open lessonByAmogh N P· Architect & interior designer
The hook

To know how good a design is, you first have to agree what 'ordinary' looks like. Appendix G is that agreed 'ordinary'.

You cannot say a building saves energy without saying compared to what. ASHRAE Standard 90.1 answers that with a carefully defined baseline - a standardised, code-minimum version of your building - and its Appendix G performance-rating method measures how far your real design beats it.

That single percentage - proposed versus baseline - is one of the most consequential numbers in green building. It is the basis of ECBC's whole-building path, it is how much of LEED you earn, and it is the common language energy modellers speak worldwide. This lesson shows how the comparison is built and how simulation produces it.

Baseline (rotated, code-min) vs proposed = % improvement = LEED energy points. State the 90.1 edition.

ASHRAE 90.1: the baseline standard

ASHRAE Standard 90.1, _Energy Standard for Buildings Except Low-Rise Residential_, is the reference energy standard for commercial buildings across the United States and, by adoption or influence, much of the world. It does two jobs. First, like ECBC, it sets prescriptive minimums for envelope, lighting, HVAC, service water heating and power. Second - and this is why it matters for simulation - it defines a rigorous performance path.

India's ECBC whole-building method is conceptually a cousin of this. Learning 90.1's logic therefore pays twice: it is the global standard you will meet on international projects, and it illuminates how the Indian one thinks.

It helps to place 90.1 among its neighbours. ASHRAE also publishes Standard 55 for thermal comfort and Standard 62.1 for ventilation - different questions - while 90.1 owns energy. For low-rise residential the US uses the separate IECC, which is why 90.1's own title carves out that sector. And 90.1 is a living document, periodically updated (2010, 2013, 2016, 2019, 2022 editions and onward), each edition ratcheting the minimum tighter. When someone says a project is 'X% better than 90.1', they must always name the edition - because the baseline keeps moving, the same building scores differently against different vintages, and a rating or jurisdiction will specify which one applies.

ASHRAE 90.1 APPENDIX G Energy cost Baseline 100 rotated rule-built Proposed 62 your design -38% The performance rating is the percentage improvement of Proposed over Baseline.
Zoom
Appendix G in one picture: a standardised, code-minimum baseline building (rotated through four orientations and averaged) is simulated against your actual proposed design on identical weather and schedules. The headline result is the percentage improvement of proposed over baseline - here a 38% saving.

Appendix G: baseline vs proposed

Appendix G is 90.1's Performance Rating Method, and its idea is elegant. You create two energy models. The baseline (or 'budget') building is a standardised version of your project: same size, same use, same location, but stripped to code-minimum construction, systems and - importantly - rotated through four orientations and averaged, so that clever orientation earns credit rather than being baked into the reference. The proposed building is your actual design, with its real geometry, glazing, shading, systems and controls.

You simulate both against the same weather file, the same occupancy, schedules and internal loads, so the only differences are the design decisions you are testing. The output is each model's annual energy cost (Appendix G works in cost so that different fuels combine sensibly), and the headline result is the percentage improvement of proposed over baseline. In newer editions this is formalised as a Performance Cost Index (PCI) - proposed cost divided by a baseline cost - with a target index the project must beat. If your baseline costs a notional 100 and your proposed design comes in at 62, you have a 38% improvement. That is the number everything downstream consumes.

The rotation step deserves a second look, because it is where Appendix G is cleverest. If the baseline kept your building's real orientation, then a design that faced its glass sensibly north or shaded the west would gain nothing - the baseline would already share that advantage. By averaging the baseline over all four orientations, the method makes 'ordinary orientation' the reference, so every good orientation decision in the proposed model surfaces as measurable saving. The same philosophy runs through the rest of the rules: the baseline's construction, lighting power and HVAC type are all pinned to code-minimum defaults, so that the only things moving the percentage are the genuine design and efficiency choices you are testing - not accidental modelling differences.

ASHRAE 90.1 APPENDIX G Energy cost Baseline 100 rotated rule-built Proposed 62 your design -38% The performance rating is the percentage improvement of Proposed over Baseline.
Zoom
Appendix G in one picture: a standardised, code-minimum baseline building (rotated through four orientations and averaged) is simulated against your actual proposed design on identical weather and schedules. The headline result is the percentage improvement of proposed over baseline - here a 38% saving.

Same weather, same schedules, same size. Only the DESIGN differs. The gap is your saving.

How simulation produces the number - honestly

Behind the tidy percentage sits real modelling discipline, and this is where a modeller earns trust. Both models run in an engine such as EnergyPlus (via OpenStudio, DesignBuilder or similar). The rules of Appendix G are strict about what may differ between baseline and proposed and what must be held identical - HVAC system type for the baseline is dictated by building type and size, fan powers and efficiencies are defined, and so on. The whole point is that the only things earning you credit are genuine design improvements: a better envelope, daylight-linked lighting controls, heat recovery, efficient plant.

This is where honesty is everything. It is trivially easy to inflate the percentage by quietly giving the proposed model kinder occupancy, sunnier assumptions, or a worse baseline than the rules allow. A number produced that way collapses on review and, worse, misleads the design. The professional habit is to model both buildings to the letter of the method, document every assumption, and report the improvement you can defend. Remember the whole course's refrain: the difference between two models run under identical rules is robust; a single absolute figure is not. Appendix G is powerful precisely because it disciplines the comparison.

LEED: % IMPROVEMENT -> POINTS energy-cost improvement over baseline -> credit points +6% +12% +24% +40% low -> -> more points Optimize Energy Performance rewards each extra % of simulated saving - up to the credit cap.
Zoom
LEED's Optimize Energy Performance credit is a staircase: each additional slice of Appendix-G energy-cost improvement over the ASHRAE 90.1 baseline earns more points, up to a cap. Those points accumulate - with other categories - toward Certified, Silver, Gold and Platinum.

An inflated % passes on screen and fails on review. Model both buildings to the letter.

Editions, cost vs energy, and reading a PCI

Two practical subtleties separate a novice's Appendix-G result from a professional's. The first is editions. ASHRAE 90.1 is revised on a roughly three-year cycle (2013, 2016, 2019, 2022 and onward), and each edition tightens the baseline. So '35% better than 90.1' is meaningless until you name the year - the same design might be 35% better than the 2010 baseline but only 20% better than a stricter 2019 one. Always state the edition, and check which one your rating or jurisdiction requires.

The second is why Appendix G works in energy cost, not just energy. A building mixes fuels - grid electricity for cooling and lighting, perhaps gas for hot water. Adding raw kilowatt-hours across fuels is misleading because they differ in value and in carbon; converting each to cost (or, in newer framings, to a normalised index) lets them combine sensibly. The modern formulation is the Performance Cost Index (PCI): proposed energy cost divided by the baseline energy cost. A PCI of 0.62 means the proposed design costs 62% of the baseline - a 38% improvement - and the project must beat a target PCI set for its building type and climate.

Read one honestly. Imagine a baseline building modelled at a notional annual energy cost of 100 units and a proposed design at 62: PCI = 0.62, improvement = 38%. Swap the proposed HVAC for a heat-recovery system and the proposed cost drops to 55 - PCI 0.55, a 45% improvement, and likely another LEED point. That single re-run, changing one system while everything else is held to the method, is the daily craft of an energy modeller: move one lever, hold the rest, read the delta.

Name the 90.1 EDITION. PCI = proposed cost / baseline cost. 0.62 -> 38% better. One lever at a time.

LEED: the rating that consumes the percentage

LEED (Leadership in Energy and Environmental Design), the US Green Building Council's rating system, is where that percentage turns into recognition. In LEED's Energy and Atmosphere category, the Optimize Energy Performance credit awards points on a sliding scale: the greater your Appendix-G energy-cost improvement over the 90.1 baseline, the more points you earn, up to a cap - and a minimum improvement is a prerequisite just to be eligible. A staircase, in other words: each additional slice of simulated saving buys another step of points, which accumulate across all LEED categories toward the award levels Certified, Silver, Gold and Platinum.

This is also why energy is usually the single largest simulation effort on a LEED project: the points scale with the percentage, so the modelling directly pays back in rating. It also explains a common workflow - the energy model is built once, early, and re-run many times as the design evolves, each iteration nudging the percentage and the point tally. The model becomes a live scoreboard, not a one-off deliverable.

So the chain is: simulate proposed vs baseline (Appendix G) -> get a percentage -> convert to LEED energy points -> contribute to the overall rating. Two honest cautions. First, LEED is far broader than energy - water, materials, site, indoor environmental quality all carry points too (the theme of the next lesson). Second, the energy points are only as sound as the model behind them, and the final certification is awarded by the certifying body (GBCI for LEED) after review of the submitted documentation - not by the modeller. Simulation makes the case; the rating body confers the plaque.

LEED: % IMPROVEMENT -> POINTS energy-cost improvement over baseline -> credit points +6% +12% +24% +40% low -> -> more points Optimize Energy Performance rewards each extra % of simulated saving - up to the credit cap.
Zoom
LEED's Optimize Energy Performance credit is a staircase: each additional slice of Appendix-G energy-cost improvement over the ASHRAE 90.1 baseline earns more points, up to a cap. Those points accumulate - with other categories - toward Certified, Silver, Gold and Platinum.

More simulated saving = more energy points = a higher LEED level. But the reviewer awards it.

Standards, methods & tools in this lesson

ASHRAE 90.1

Energy standard for (non-low-rise-residential) buildings

Global reference; sets prescriptive minimums and the Appendix G performance path. Cite the edition - baselines tighten each version.

Appendix G

90.1 Performance Rating Method

Baseline (rotated, code-minimum) vs proposed design on identical weather/schedules; reports % energy-cost improvement (formalised as a Performance Cost Index).

LEED

USGBC green-building rating system

Optimize Energy Performance credit turns the Appendix-G % into points, up to a cap; contributes to Certified/Silver/Gold/Platinum. Certified by GBCI.

EnergyPlus / OpenStudio

Simulation engine and platform

Free US-DOE/NREL tools commonly used to build both baseline and proposed models. Interfaces like DesignBuilder also drive them.

Hands-on workshop

Workshop - turn a design change into an Appendix-G percentage

You will simulate a proposed design against its own code-minimum baseline and read the improvement the way LEED does - using free tools and one weather file.

Free tools - OpenStudio/EnergyPlus (or a DesignBuilder trial) - and your city's EPW weather file. No LEED registration needed to practise the method.

Given & goal
Goal: produce a proposed-vs-baseline energy comparison and translate it into 'points-style' thinking
Inputs: a simple small building or single zone, your city's EPW file
Time: ~60-90 minutes
  1. 1Build a shoebox model of a small office zone in OpenStudio/EnergyPlus (or DesignBuilder), with realistic geometry, glazing and a simple HVAC system. This is your PROPOSED model.
  2. 2Create a BASELINE by stripping it to code-minimum: baseline envelope U-values and SHGC, a code lighting power density, and the standard HVAC type for the size - and, to honour Appendix G, average the baseline over four rotations (rotate the model 0/90/180/270 and mean the results).
  3. 3Run both on the SAME EPW with identical occupancy, schedules and internal loads. Record annual energy (or energy cost) for each.
  4. 4Compute the percentage improvement: (baseline - proposed) / baseline. Note the figure.
  5. 5Now test one design upgrade in the proposed model only - deeper shading, a lower-SHGC glass, or daylight-linked lighting - re-run, and see how much the percentage moves. That delta is the LEED-points logic in miniature.
  6. 6Write down which single change gave the biggest gain per rupee of effort, and why the rotation step matters for crediting orientation.

You’ll walk away with
A short comparison sheet: baseline vs proposed annual energy, the percentage improvement, and the effect of one upgrade on that percentage - with a note on why the baseline is rotated.

The worked example

Three altitudes on the same idea

Read the band that fits you — or all three.

For the architectPerformance-driven design decisions

Appendix G rewards the moves only you can make. Because the baseline is rotated and averaged, your orientation, massing, glazing ratio and shading all show up as real percentage gains rather than being neutralised. Run a proposed-vs-baseline study at concept and you can literally watch a design decision become LEED points - and steer the building while it is still cheap to change.

For the interior designerComfort, daylight & healthy interiors

Your lighting and controls move the needle directly. Lighting power density, daylight-linked dimming and occupancy sensing are among the cheapest, highest-yield ways to widen the proposed-vs-baseline gap. Understanding Appendix G lets you show a client that a better lighting scheme is not just nicer to sit under - it is measurable energy points toward Silver, Gold or Platinum.

For the studentSkills, portfolio & green-building jobs

Appendix G is the single most portable skill in this lesson. ASHRAE 90.1 and LEED appear on projects worldwide, and 'I can build a compliant baseline and proposed model and report the improvement' is a sentence that gets graduates hired into sustainability and ESD teams. The Indian ECBC whole-building path is the same muscle - learn one, and you can reason about both.

Misconception check

A LEED Platinum building is guaranteed to use very little energy in real life.

Not guaranteed. LEED points, including the energy ones, come largely from a design-stage Appendix G comparison against a standardised baseline - a prediction under modelled assumptions, subject to the same performance gap as any simulation. A building can earn strong energy points and still underperform if it is operated differently, commissioned poorly, or occupied more intensively than modelled; equally, points come from many non-energy categories, so a high LEED level is not purely an energy claim. LEED's newer versions push measured performance and there are performance-tracking paths, but design certification is a prediction plus documentation, verified by the rating body - not a metered guarantee. Read it as a well-evidenced intent, and pair it with commissioning and post-occupancy measurement.
Try it

Do it yourself

Reason about the comparison, not just the number.

  1. 1In one sentence, what does Appendix G compare, and in what units does it report the result?
  2. 2Why is the baseline building rotated through four orientations and averaged?
  3. 3What must be held identical between baseline and proposed models for the comparison to be fair?
  4. 4How does a LEED energy point relate to the Appendix-G percentage improvement?
  5. 5Why must you always state which edition of ASHRAE 90.1 a '% better' claim refers to?
Take this with you

The one line to carry out

ASHRAE 90.1's Appendix G measures a design by simulating it against a standardised, rotated, code-minimum baseline on identical weather and schedules, and reporting the percentage energy-cost improvement - the very number LEED converts into energy points, and the global cousin of India's ECBC whole-building path.
Take it further
References & further reading

Peer-reviewed journals & authoritative standards

  1. 01ASHRAE Standard 90.1 - Energy Standard for BuildingsASHRAE, 2026.
  2. 02LEEDUS Green Building Council, 2026.
  3. 03ASHRAE - American Society of Heating, Refrigerating and Air-Conditioning EngineersASHRAE, 2026.
  4. 04EnergyPlus - Whole-building energy simulation engineUS Department of Energy, 2026.
  5. 05OpenStudioNREL, 2026.
Related lessons
Recap
ASHRAE 90.1 is the reference energy standard; its Appendix G performance-rating method compares a proposed design against a standardised baseline building - rotated and code-minimum - on identical weather and operating assumptions, and reports the percentage energy-cost improvement (now a Performance Cost Index). LEED's Optimize Energy Performance credit turns that percentage into points toward Certified/Silver/Gold/Platinum. The comparison is only as trustworthy as the modeller's honesty, and the rating body, not the model, certifies.
Carry forward →

ASHRAE and LEED are the global frame, but they are not the only ratings that count - especially in India. Next we look at GRIHA and IGBC, which score far more than energy, and see exactly where simulation feeds them.

A

The author

Amogh N P

Architect, interior designer, and creative polymath. Studio Matrx began in his notebooks — his vision of design made honest, useful, and open to everyone. Its Academy is written and taught in his memory, and free, forever.

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