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[BLDG-SIM] Weather Normalization Question



for the most part, I have been lurking on this group because, unlike you designers, our specialty is calibrated models. We've done hundreds of them, and there are very few doing such.
 
I order up a years worth of weather
data for the most recent year and convert it to Doe2
format.

I don't see how one can do that. At best, you can set the actual temperature data into a TMY file. But you still have the old solar, humidity, wind speed etc. Now those data are completely incompatible with the hourly set of temperatures. Or do you have source for those other weather data? I don't believe they are being measured anymore.

To calibrate models to reality, you must also watch out for what's
included in the utility bills.

Yes, you have to include things like parking lot lights, if applicable.


And, of course, there's the difference between how equipment is supposed
to operate and how it actually operates

As-built and as-operated. That's the whole point of a calibrated model. The process of calibration often reveals operational opportunities for further savings. As such, it is a low-cost commissioning tool.

Calibrating models entails either incredibly detailed investigation of
the actual building,

nonsense. If you have only limited reference data (monthly bills), you don't need a detailed hourly model. A monthly simulation works fine and is a whole lot easier.

or else application of the black art of making
informed guesses ("engineering judgment").

Any modeling involves informed guesses -- eg) how do you model passive infiltration? At least with the calibrated model, you have a reality check.

 In our experience, there's a
significant portion of models that just won't calibrate, because the
actual energy use is too strange and resources to investigate why are
not infinite.

Not so. The monthly bills are a cheap resource and the simulation cost is minimal. The only ones we have had to reject were because the metering was at a different level of aggregation.


The real objective of generating reasonable energy savings estimates,
however, can still be met if the model is overall reasonable.

How do you define reasonable? If fact, we have found that using actual weather, rather than TMY, may be necessary to resolve the model sufficiently.

 It's the
delta in energy use attributable to the efficiency measures of interests
that matter, not necessarily tracking down all the unusual quirks of
utility metering and billing systems. 

Yeah, but if you don't have the building defined, can you be sure of the calculated delta? At least if you start with a calibrated model, then move off it incrementally, you have some confidence that the deltas are reasonable.


Using a whole building simulation can be a big
improvement on that practice.

Absolutely

====================
David Robison
Stellar Processes
1033 SW Yamhill Suite 405
Portland, OR 97205
(503) 827-8336
www.ezsim.com