Sizing panels to demand
Start from your daily energy use in watt-hours, then size the panels to generate that much given your location's peak sun hours — the equivalent hours of full-strength sun per day. Panel output needed ≈ daily energy ÷ (peak sun hours × system efficiency), because inverters, wiring, and dirty panels lose some energy along the way. The calculator builds in this efficiency so the array actually meets the load rather than falling short on dull days.
Battery capacity carries you through nights and cloudy spells. It is sized from the energy you must store, the days of autonomy you want, and how deeply the battery may be discharged — lead-acid likes shallow cycles, lithium tolerates deeper ones. Undersizing the battery is the usual cause of an off-grid system going dark.