01 / Technical practice
Building energy and HVAC
Baseline models, staged changes, sensitivity analysis, system alternatives, and end-use accounting.
EnergyPlus · TRNSYS · TRNBUILD
Method → tool → evidence
Methods and Technical Capabilities
The technical practice, connected to the work that demonstrates it.
02 / Technical practice
Daylight and façade control
Parametric geometry, daylight and glare evaluation, NSGA-II trade-off search, and occupant-responsive logic.
Rhino · Grasshopper · Radiance · Ladybug / Honeybee · Wallacei
Project evidenceIntelligent Shading ↗
03 / Technical practice
Connected sensing and automation
Hardware integration, field data transport, event routing, dashboards, and participant feedback.
LiDo · Raspberry Pi · Pico W · MQTT · Notecard / Notehub · n8n · Ubidots
04 / Technical practice
Computation and predictive modeling
Feature definition, dense regression networks, preprocessing, test comparisons, and thermal scenario calculations.
Python · TensorFlow / Keras · scikit-learn
05 / Technical practice
Field research and repeated measures
Within-participant studies, sensor and survey alignment, deployment records, operational feasibility, and mixed-methods interpretation.
Study protocols · Qualtrics · Time series · Mixed-effects analysis
06 / Technical practice
Evidence synthesis and decision systems
Organize technical evidence, stakeholders, implementation pathways, and multidimensional decision criteria.
Structured reviews · Evidence maps · RURU matrices · Interactive frameworks
How the engineering record is organized
Trace the decision back to its inputs.
Define
System boundary, research question, contribution, operating conditions, and measurable outputs.
Build
Architecture, model parameters, simulation setup, data flow, or control logic.
Evaluate
Alternatives, sensitivity, held-out comparisons, field operations, and quantitative evidence.
Inspect
Technical dossiers, equations, source reports, figures, repositories, and interactive tools.
