Anyone who has sized a heat pump from meter data knows this. The highest hour in the file sets the plant and the borefield, and it's rarely the right one. A catch-up reading after an outage, a Monday morning after a weekend. Nobody has time to clean the series first.
One case on our Try page: a ground-source concept for a high school on district energy. Yesper cleaned the series before sizing anything. The raw maximum was a meter error. 33 of the 50 highest hours were startups after a weekend or break; without them the peak is 22% lower.
The meter error and the Monday startups show up in the concept, not in the plant or the contract demand. Same for the rest of the Try page: a ventilation basis of design, a detention pond sized from the plat, a rerun of a settlement calculation.
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Yesper is the AI civil engineer for construction and infrastructure. AFRY, COWI, NRC Group and other Nordic firms use it to halve the time on a study, rerun calculations in minutes, and catch errors that would otherwise slip through. Get in touch if you'd like to see what it can do for you.
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