This panel dives into one of the biggest challenges in heat pump design: the gap between modeled load calculations and the real-world loads homes actually experience. Panelists will explore the pros and cons of Manual J and other modeling approaches, and contrast them with sizing methods based on past energy use and runtime data. Expect practical discussion of what’s accurate, what’s scalable, and how contractors can size systems more confidently.