📐Mathematical & Physical Models

Engineering Calculation Methodology

HVACLogic implements reproducible browser-based calculation engines based on recognized engineering equations, ASHRAE and ACCA technical references, and published thermophysical property data.

Core Engineering Principles

⚡

1. Deterministic & Reproducible

Given identical aerodynamic, thermal, and dimensional parameters, the calculation engines evaluate mathematical formulations deterministically directly in your browser with transparent input-output relationships.

🔬

2. Engineering References & Standards

Formulas cite recognized industry references (such as the ASHRAE Handbook of Fundamentals, ACCA technical manuals, and SMACNA guidelines) for specific physical equations and reference tables.

🛡️

3. Documented Assumptions & Limits

Empirical deratings, physical property bases, boundary limits, and screening assumptions (such as flexible duct sag models and zeotropic glide calculations) are explicitly defined.

🌀

1. Airflow & Duct Sizing Fluid Mechanics

The Digital Ductulator implements the standard ASHRAE equal-friction exponential formulation for galvanized sheet metal air ducts (absolute roughness ε ≈ 0.0003 ft under standard air density ρ = 0.075 lb/ft³) and Huebscher's formula for equivalent rectangular dimensions:

ashrae_equal_friction_model.math
ASHRAE FUNDAMENTALS CH. 21 / HUEBSCHER
01D = ( (0.06855 * Q^1.9) / hf )^(1 / 5.02)
02De = 1.30 * ( (a * b)^0.625 ) / ( (a + b)^0.25 )

Where Q is volumetric airflow (CFM), hf is design friction loss rate (in. wg per 100 ft), D is equivalent round diameter (inches), and a and b are rectangular duct cross-sectional dimensions (inches). Flexible duct calculations incorporate empirical compression and sag derating factors referenced to ASHRAE Research Project RP-1333 laboratory data (Culp et al., Texas A&M ESL) across modeled 0%, 4%, 15%, and 30% compression scenarios.

🏠

2. Building Thermal Loads & Equipment Sizing Concepts

Building load screening models steady-state envelope conductive transmission (q = U × A × ΔT), fenestration solar heat gain (SHGC), air infiltration sensible losses, and internal occupant gains (modeled using screening baselines of 230 BTU/hr sensible and 200 BTU/hr latent per person, derived from ASHRAE Fundamentals Chapter 18 moderately active residential seated/standing benchmarks):

thermal_load_heat_transfer.math
ASHRAE / ACCA MANUAL J CONCEPTS
01Q_sensible = 1.08 * CFM * (T_in_db - T_supply_db)
02Q_latent = 4840 * CFM * (W_in - W_supply)

Equipment capacity comparisons reference ACCA Manual S selection principles, illustrating recommended sizing bands (such as 90% to 115% of design total load for standard cooling systems and up to 125%–130% for heat pumps to moderate low-ambient heating deficits) to support adequate humidity control and avoid short-cycling.

🔧

3. Refrigeration Thermodynamics & A2L Temperature Glide

Refrigerant diagnostics reference thermophysical saturation property formulations based on NIST REFPROP models. For zeotropic blends such as R-454B (68.9% R-32 / 31.1% R-1234yf by mass) and R-407C, discrete bubble-point (liquid) and dew-point (vapor) states are evaluated to account for temperature glide (~1.5°F to 2.7°F):

refrigerant_pt_glide_model.math
FIELD DIAGNOSTICS / THERMOPHYSICAL DATA
01Target_SH = (3 * T_in_wb - T_out_db - 80) / 2
02Actual_SC = T_bubble(P_liquid) - T_liquid_pipe

In field diagnostic workflows, suction vapor superheat is evaluated against the saturated dew-point temperature at suction pressure, while liquid-line subcooling is evaluated against the saturated bubble-point temperature at liquid pressure. An initial 15-minute operating stabilization window is recommended as an HVACLogic diagnostic procedure to allow evaporator and condenser thermal equilibrium before recording service manifold pressures.

📐 Model & Standards Traceability Matrix

Summary of mathematical formulations, reference publications, implemented calculation scopes, and baseline engineering assumptions across the HVACLogic suite:

Model / DomainReference PublicationReference BasisImplemented ScopeHVACLogic Assumptions
Duct Sizing (Round & Rectangular)ASHRAE Handbook of FundamentalsChapter 21 / HuebscherEqual-friction diameter and rectangular aspect-ratio equivalenceStandard air (ρ = 0.075 lb/ft³), galvanized metal roughness (ε = 0.0003 ft)
Duct Friction & TELACCA Manual DAppendix 3 Fitting TablesFitting equivalent length accumulation & available static pressure (ASP)Representative equivalent lengths for standard fitting archetypes
Flexible Duct DeratingASHRAE RP-1333 / SMACNATexas A&M ESL Lab Data0%, 4%, 15%, and 30% sag and compression multiplier curvesModeled friction multipliers (1.15× to 2.20×) under constant static pressure
Conductive Heat LossASHRAE Fundamentals / IECCChapter 26 & 27 / IECC Tables1-D series thermal resistance (R = ∑Rlayer) & parallel pathStandard boundary air film resistances; nominal insulation R-values
Thermal BridgingASHRAE 90.1 Appendix ATable A9.2-1 & A9.2-2Cold-formed steel and wood stud framing effective cavity resistancePrescriptive framing factors (16" and 24" on-center spacing)
Residential Load SizingACCA Manual J / Manual S8th Edition PrinciplesScreening estimates for sensible/latent cooling and heating loadsRegional climate factors; default internal gains (230 sensible / 200 latent BTU/hr/person)
Refrigerant SaturationNIST REFPROP / ASHRAE 34Thermophysical DatabasePressure-temperature saturation curves, bubble/dew points for zeotropic blendsThermodynamic equilibrium; standard atmospheric pressure (14.696 psia)
Superheat & SubcoolingField Diagnostic ProtocolsIndustry Service PracticeTarget superheat formula (fixed orifice) and TXV target subcooling evaluation15-minute operating stabilization baseline before pressure acquisition
Psychrometric PropertiesASHRAE FundamentalsHyland-Wexler FormulationsMoist air enthalpy, wet bulb, dew point, humidity ratio, specific volumeStandard barometric pressure elevation compensation (-1,000 to 15,000 ft)
📚

Technical Documentation & Open Monograph

The mathematical models and numerical algorithms powering HVACLogic are documented in an open technical preprint and engineering monograph:

Citation: HVACLogic Engineering Working Group (2026). Deterministic Building Science and Thermodynamic Modeling Framework for Real-Time Field Diagnostics, Air Distribution, and Decarbonization Sizing. Open Technical Monograph.
📄 Download Whitepaper PDF ↗🏛️ View on Internet Archive ↗🎓 View on Academia.edu ↗
🛠️

Technical Feedback & Calculation Errata Policy

We maintain continuous formula validation against active ASHRAE, ACCA, and AHRI references. If you discover a calculation discrepancy, boundary condition error, or standard update in any tool, please submit a detailed issue report directly to our open-source tracking repository:

Submit Issue or Errata on GitHub ↗