Use exact conversion factors from thermodynamic definitions to ensure precision. Official: 1 cal (thermochemical) = 4.184 J exactly, 1 BTU (ISO) = 1,055.06 J, 1 kWh = 3,600,000 J exactly, 1 eV = 1.602176634 × 10⁻¹⁹ J (2019 definition). For food Calories, 1 Cal = 1 kcal = 4,184 J exactly. Store high-precision constants and reference NIST or CODATA for authoritative values. Consistent factors prevent discrepancies when cross-checking with other references or regulatory standards.
Clearly distinguish energy (total) from power (rate) and specify time for power-energy conversions. Display energy with total units (J, kWh, BTU), power with rate units (W, kW, BTU/h). For appliances, show both: '1,500W microwave uses 0.5 kWh per 20 minutes' (power: 1.5 kW, energy: 0.5 kWh after specified time). When users input power, ask for duration: 'Enter power (W) and time (hours) to calculate energy'. For HVAC, clarify rating is BTU/h (capacity) vs usage in BTU (total energy over time).
Provide domain-specific unit suggestions and conversions for user convenience. For nutrition, display kcal and kJ: '500 kcal (2,092 kJ)'. For electricity, show kWh and cost: '10 kWh ($1.20 at $0.12/kWh)'. For HVAC, show BTU/h and kW: '12,000 BTU/h (3.52 kW) cooling capacity'. For physics, show J, kJ, MJ with scientific notation: '5 MJ (5.0 × 10⁶ J, 1,195 kcal)'. Context-appropriate output units make conversions immediately actionable for specific applications, reducing mental conversion burden.