A Fourier Series Model to Predict Hourly Heating and Cooling Energy Use in Commercial Buildings With Outdoor Temperature as the Only Weather Variable

Author:

Dhar A.1,Reddy T. A.2,Claridge D. E.3

Affiliation:

1. Enron Corporation, 1400 Smith St., Houston, TX 77002

2. Drexel University, Civil and Architectural Engineering Dept., Philadelphia, PA 19104

3. Energy Systems Laboratory, Texas A&M University, College Station, Texas

Abstract

Accurate modeling of hourly heating and cooling energy use in commercial buildings can be achieved by a Generalized Fourier Series (GFS) approach involving weather variables such as dry-bulb temperature, specific humidity and horizontal solar flux. However, there are situations when only temperature data is available. The objective of this paper is to (i) describe development of a variant of the GFS approach which allows modeling both heating and cooling hourly energy use in commercial buildings with outdoor temperature as the only weather variable and (ii) illustrate its application with monitored hourly data from several buildings in Texas. It is found that the new Temperature based Fourier Series (TFS) approach (i) provides better approximation to heating energy use than the existing GFS approach, ((ii) can indirectly account for humidity and solar effects in the cooling energy use, (iii) offers physical insight into the operating pattern of a building HVAC system and (iv) can be used for diagnostic purposes.

Publisher

ASME International

Subject

Energy Engineering and Power Technology,Renewable Energy, Sustainability and the Environment

Reference11 articles.

1. Claridge, D., Haberl, J., Turner, W., O’Neal, D., Heffington, W., Tombari, C., and Jeager, S., 1991, “Improving Energy Conservation Retrofits with Measured Savings,” ASHRAE Journal, October, pp. 14–22.

2. Dhar, A., Reddy, T. A., and Claridge, D. E., 1994a, “Improved Fourier Series Approach to Modeling Hourly Energy Use in Commercial Buildings,” Proceedings of the ASME/JSME/JSES Solar Energy Conference, pp. 455–468, San Francisco, March,

3. Dhar, A., Reddy, T. A., and Claridge, D.E., 1994b , “Generalization of the Fourier Series Approach to Model Hourly Energy Use in Commercial Buildings,” accepted for publication in ASME JOURNAL OF SOLAR ENERGY ENGINEERING.

4. Fels, M., 1986, Special Issue Devoted to “Measured Energy Savings, The Princeton Score Keeping Method (PRISM),” Energy and Buildings, Vol. 9, Nos. 1 and 2.

5. Katipamula S. , and ClaridgeD. E., 1993, “Use of Simplified Systems Models to Measure Retrofit Savings,” ASME JOURNAL OF SOLAR ENERGY ENGINEERING, Vol. 115, pp. 57–68.

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