Billing Simulation Tool for Commercial Buildings

Authors

  • David Robison P.E., M.S. Owner, Stellar Processes, Inc.

Abstract

A spreadsheet tool has been developed that allows quick adjust-
ment of a simplified engineering model to match actual utility bills.
The tool utilizes billing analysis of commercial facilities to: (1) diag-
nose energy patterns and end-use consumption; (2) calibrate savings
estimates to agree with actual usage; (3) verify vendor claims for en-
ergy products and services, (4) generate performance targets and com-
pare against actual energy bills. This application represents a low-
cost, simplified commissioning check or verification for performance-
based contracts.
The tool is designed to operate with only simple information
about the facility and to focus on the HVAC system. It represents one
quick approach to treating the facility as an integrated whole. Case
examples illustrate how the tool is useful in diagnosing energy prob-
lems, guiding on-site audits, establishing predicted targets for O&M
tracking and performance verification.
Overall precision of the results was quite good. In one study,
savings estimates were provided with a SE value less than 5% of an-
nual consumption. This value defines the level of resolution that can
be expected from monthly whole-building analysis. The project dem-
onstrates that sufficiently precise simulations can be developed from
whole-facility billing data at a greatly reduced cost compared to tradi-
tional engineering models.

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Author Biography

David Robison, P.E., M.S. Owner, Stellar Processes, Inc.

David Robison, P.E., M.S., is the owner of Stellar Processes, Inc. His firm manages projects that involve research and evaluation. Expertise includes technical support and financial analysis for demand-side bidding, energy end use metering and analysis, modeling methods for commercial building energy consumption and commissioning.

- 4 years in evaluation and performance verification, DSM bidding, renewable energy market analysis. Stellar Processes

- 3 years in evaluation and performance verification, cost effectiveness, regulatory filings. Barakat & Chamberlin

- 4 years in Demand Side Planning, end use assessment and planning models, evaluation of commercial/industrial projects, business plan development, cost-effectiveness for regulatory filings. PacifiCorp

- 3 years project management, research, building monitoring and data collection. Monitoring projects included study of over 400 residential solar systems. Lambert Engineering

- 8 years experience supervising state energy program, review and verification of renewable energy projects, certification of renewables for state tax credits participation on national standards for solar systems. Oregon Department of Energy

Recent projects include the development of a simplified simulation tool to verify energy performance of commercial buildings. This tool has proved very useful for performance verification and evaluation. Funding from the Northwest Energy Efficiency Alliance has supported training seminars for energy professionals in use of the new tool. Mr. Robison has participated in several projects involving verification for DSM bidding, as well as the large-scale monitoring of residential and commercial systems.

Stellar Processes, 1033 SW Yamhill, Suite 405, Portland, OR 97205; (503) 872-8336; drobison@teleport.com; www.ezsim.com.

References

USDOE, International Performance Measurement & Verification Proto-

col, http://www.ipmvp.org, 1997.

ASHRAE, Fundamentals Handbook, 13.4, 1977.

White, James and Reichmuth, Howard, “Simplified Method Of Predict-

ing Building Energy Use In Complex Buildings,” Proceedings of

the International Conference on Energy Conversion, Washington

DC, August 1996.

Stellar Processes, EZ Sim Manual, http://www.ezsim.com, 1999. Further

information, including case examples and technical papers, is

available on this website.

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Published

2023-09-30

How to Cite

Robison, D. . (2023). Billing Simulation Tool for Commercial Buildings. Strategic Planning for Energy and the Environment, 21(2), 47–65. Retrieved from https://journals.riverpublishers.com/index.php/SPEE/article/view/20399

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Articles