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. Author manuscript; available in PMC: 2017 Sep 1.
Published in final edited form as: Appl Energy. 2016 Jun 25;178:468–483. doi: 10.1016/j.apenergy.2016.06.013

Table 8.

Measured and predicted performance for Round 1

Actual net consumption Regression Model* E+ Model TRNSYS Model**
Site weather data KGAI AMY data KGAI AMY data KGAI AMY data
Total Consumption (kWh) 12 927 13 216 13 317 12 383 12 246
Total Production (kWh) 13 523 13 735 13 548 13 889 13 937
Net Consumption (kWh) −596 −565*** −353**** −1506 −1691
*

Mean of bootstrapped net consumption results

**

“Un-tuned” Model from Balke [39]

***

95 % bootstrapped confidence bound for 40 % of usable days training set – [−935 kWh, −193 kWh] (based on percentile rank).

****

95 % bootstrapped confidence bound for 40 % of usable days training set – [−734 kWh, 30 kWh] (based on percentile rank).