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RISDevelopment of Graphical Indices for Viewing Building Energy Data: Part II
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Graphs are an effective way of displaying quantitative and statistical information. Unfortunately, only a few studies have systematically looked at presenting building energy data in forms which ...
Development of Graphical Indices for Viewing Building Energy Data: Part I
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Graphs are an effective way of displaying quantitative and statistical information. Unfortunately, only a few studies have systematically looked at presenting building energy data in forms which ...
Procedures for Calibrating Hourly Simulation Models to Measured Building Energy and Environmental Data
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper discusses procedures for creating calibrated building energy simulation programs. It begins with reviews of the calibration techniques that have been reported in the previous literature ...
A Change-Point Principal Component Analysis (CP/PCA) Method for Predicting Energy Usage in Commercial Buildings: The PCA Model
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: A new method for predicting daily whole-building electricity usage in a commercial building has been developed. This method utilizes a Principal Component Analysis (PCA) of intercorrelated influencing ...
Building Energy Use Prediction and System Identification Using Recurrent Neural Networks
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Following several successful applications of feedforward neural networks (NNs) to the building energy prediction problem (Wang and Kreider, 1992; JCEM, 1992, 1993; Curtiss et al., 1993, 1994; ...