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 Automated Diagnostics

P2-4. Demonstration of the Whole Building Diagnostician > Conclusions

Conclusions:

Fault detection and diagnostics for air handlers can save significant amounts of energy in medium and large office buildings. The Outdoor Air Economizer module of the Whole Building Diagnostician successfully detected significant energy wasting faults in the three demonstration projects. The annualized cost of single faults detected ranged from $500 to $15,000.

The demonstration reinforced the notion that diagnostic tools produce savings only when the identified problems are fixed. Merely identifying operation problems and their impacts is not sufficient by itself; building staff must fix them. If building operators are not able to use their control systems to correct problems, are too busy with other duties, or lack resources to obtain help from contractors, savings will not be realized. A delivery mechanism is needed that helps ensure that building staff take action when alerted to problems with significant impacts.

The time and cost of diagnostic-tool installation is a significant component to implementing diagnostic technologies. Labor costs to set up tools like the WBD (~1 week) will likely exceed the purchase cost of commercialized software. Sites with larger air handlers (10,000 cfm or larger air flow rates) have greater savings per problem fixed, while installation costs do not vary with air handler size (i.e., savings are greater relative to costs). Installation costs per air-handler also go down as the number of air handlers at a site increases, provided the units use similar operating control strategies and are part of the same underlying control system.

Commercialization potential:
  • Battelle is interested in licensing the WBD software to a commercialization partner. Contact Carl Imhoff, Product Line Manager, Energy Products & Operations, Battelle Memorial Institute, Northwest Division, carl.imhoff@pnl.gov, voice 509/375-4328.
Recommendations:
  • Additional investigation is required into approaches for delivering the diagnostics in forms that can be readily used in existing and future generations of BAS. The project experienced considerable difficulty in getting data automatically in near-real time from the CSI BAS at the Alameda County facilities as well as the BACnet compatible BAS at the Capitol Mall building. Data acquisition from BAS trend logs, however, was not a problem. Motivating building owners and operators to act on the information from the WBD or other FDD tool is clearly a major hurdle to actually achieving savings.
Benefits to California:

Based on new data regarding the characteristics of California building stock and statewide energy use, the projected benefits of this project are updated as follows:

Updated Baseline:

The original baseline conditions and projected outcome were based on national estimates because there was no reliable data for California as a whole. During the course of the Program, the Commission has established a data set for California from which the original estimates can be improved. See Appendix I.

The diagnostics tool demonstrated in Project 2.4 is intended for application to package HVAC units as well as air handling units in larger commercial buildings with central plant systems, such as colleges, hospitals, and large office buildings. The estimated energy consumption for these components (listed as supply, return, and exhaust fans in Commission's data) is 9328 GWh/yr for Year 2000. The electrical energy used by central plant chillers to provide cooling water to these devices is estimated to be 4872 GWh/yr. The total annual electric use is 14,200 GWh/yr.

Updated Outcome:

Colleges, hospitals, and large office buildings are likely to have a large percentage of built-up air handlers. The total floor area of these facility types was 1,573 million sf in Year 2000. Assume that AHUs that are controlled by controllers capable of having embedded diagnostics serve 50% of the total floor area. Further, assume that if faults are not corrected, they account for 1 kWh per square foot of floor area of energy use by these facilities. The total average annual consumption for heating, cooling, and ventilation for these facilities was about 7.9 kWh/SF in Year 2000. Thus, faults account for about 13% of electric energy used by these end uses for these types of facilities. If Project 2.4 diagnostics were used for 50% of the floor area for colleges, hospitals, and the OAE diagnostics were 100% effective in timely detection of faults, the total energy savings would be 786 GWh/yr.

To date, the OAE has found 29 of 30 air handlers on which it has been tested to have faults, supporting the contention that faults are endemic to outdoor-air control and economizing. Furthermore, Project 2.7 test results for the OAE showed that it detected 11 out of 15 faults and that two of the undetected faults were masked by ambient conditions used for the tests. These two additional faults would be detected during normal monitoring year round, indicating that the OAE would likely detect and alert building and service staff to a large percentage of the faults in air handling equipment.

New and retrofit construction is adding about 380 million sf of commercial space per year. Packaged HVAC units used about 54% of ventilating, cooling, and heating in Year 2000. Assuming this percentage applies to new and retrofit construction, 205 million sf of new conditioned space would be available each year. Assuming that OAE diagnostics are built into control systems for new packaged units, and that the OAE is available on 25% of new units installed, and that the OAE diagnostics were 100% effective in timely detection of faults, the total additional energy savings would be 95 GWh/yr.

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Updated October 22, 2003