Taking new projects
Freelance · Remote · North America

Energy modelling for agricultural buildings

Before you build a greenhouse, earth-tube system or growing facility, I can tell you how much energy it will need, what size the equipment should be, and which design changes are worth paying for. You get answers from a calibrated simulation, not a rule of thumb.

Discuss a project How it works
10+
Years modelling greenhouses
26
Peer-reviewed papers
PhD
Agricultural civil engineering
CA · US
Active project regions
01 — What I model
Greenhouses
Single & multi-span, glass & poly

Hourly heating and cooling demand across a full year, for any climate from the Prairies to the Gulf Coast.

Ground-coupled systems
Earth tubes & earth-air heat exchangers

Pipe length, depth, spacing and airflow sized against the real heating and cooling load, with soil temperature modelled.

Indoor growing
Vertical farms & growing rooms

HVAC loads from lighting and plant transpiration, and CFD airflow to find hot spots and dead zones in the racks.

Other agricultural buildings
Barns, storage & packing facilities

Envelope, ventilation and conditioning loads for buildings where the climate inside affects the product.

02 — What you get

Numbers you can design and budget with

Heating & cooling loads

Peak and annual demand, hour by hour, from local weather files.

Equipment sizing

Heat pumps, boilers, fans and earth tubes sized to the load, not oversized for safety.

Daylight & solar analysis

Radiance-based light maps across the crop for orientation, glazing, screens and reflectors.

Design optimisation

Hundreds of design variants run in Python, so you see which combination pays back fastest.

Energy-saving options compared

Thermal screens, covers, set-points and controls compared side by side in kWh and dollars.

A clear technical report

Method, assumptions and results written so engineers, growers and funders can all follow them.

03 — How it works
STEP 01

Short call

You describe the building, location and the decision you need to make. I tell you what is worth modelling.

STEP 02

Scope & quote

A fixed scope with deliverables and a timeline, so you know the cost before work starts.

STEP 03

Model & options

I build the model from your drawings and run the design options, with check-ins at the midpoint.

STEP 04

Report & walkthrough

You get the report and the results files, plus a call to go through the findings with your team.

04 — Toolset
ToolUsed for
TRNSYSDynamic greenhouse energy simulation, heat pumps, screens and earth tubes
EnergyPlusWhole-building energy and HVAC modelling
RadianceDaylight and solar radiation across the crop
Rhino · Grasshopper · Ladybug ToolsParametric geometry and linked energy and daylight runs
PythonBatch runs, optimisation, data processing and calibration against measurements
ANSYS FluentCFD airflow and temperature distribution
05 — Track record

Methods tested in peer review, applied to real projects

Current engagement
North American agricultural engineering firm

Energy modelling and optimisation of greenhouses, earth-tube systems and other agricultural buildings for projects across Canada and the US.

Research · Energies 2022
Heat pump for protected horticulture

Modelled and field-validated heating and cooling performance of an air-to-water heat pump serving a multi-span greenhouse.

Research · Energies 2019
Thermal screen optimisation

Compared screen combinations by simulation to find the configuration that saved the most heating energy.

Research · University of Alberta
Solar reflectors for cold climates

Designed and optimised external reflectors that raise winter daylight in northern greenhouses without extra heating.

All publications →
06 — Who I work with

Greenhouse builders & manufacturers

Energy figures to back up a design or a quote.

Engineering & architecture firms

Specialist agricultural modelling as part of your team.

Growers & developers

Operating costs and payback before you commit capital.

Funding applicants

Energy-savings estimates for grant and incentive applications.