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 Automated Diagnostics

P2-7. Enabling Tools > Background

Building automation and control systems are a special niche in the broad spectrum of distributed computing and control technology. The features and capabilities of building control systems change rapidly, driven to a significant extent by new computing technology developed for other applications with larger commercial markets. The advances in building automation technology have taken place for a variety of building services including heating, ventilating, and air conditioning (HVAC) control systems, lighting control systems, access control systems, and fire detection systems. Adoption of the BACnet standard communication protocol has made it practical to integrate building control products and systems made by different manufacturers.

In spite of these advances in technology, many building control systems do not work as intended. In some cases they never did because the design, installation, or commissioning were not done well. In other cases, inadequate maintenance has resulted in a deterioration of system performance over time. Computer hardware and software problems sometimes contribute to the difficulties. Because the ability to interconnect traditionally independent systems in a building is a recent development, there is much that the industry needs to learn about how to best take advantage of this kind of integration. Commissioning, automated fault detection and new approaches to applying system integration are all areas of active research. However, it can be difficult to conduct this research in actual buildings because of the need to maintain comfortable and safe conditions for the building occupants.

To overcome the difficulty of conducting this kind of research using real buildings and outdoor weather conditions, NIST has developed tools that emulate an entire building. This enables building systems research to be conducted under controlled, reproducible conditions. This project involves two enabling tools that have been developed to advance these research efforts. It focuses on the use of these tools to develop and test automated fault detection and diagnostic (FDD) technology for HVAC systems.

The two enabling tools are the Virtual Cybernetic Building Testbed (VCBT) and the FDD Test Shell. The VCBT consists of a variety of simulation models that together emulate the characteristics and performance of a cybernetic building system. The simulation models are interfaced to real state-of-the-art BACnet speaking control systems to provide a hybrid software/hardware testbed that can be used to develop and evaluate control strategies and control products that use the BACnet communication protocol. The FDD Test Shell is a data-sharing tool that was developed as part of IEA Annex 34 to enable side-by-side testing and comparison of two or more FDD tools and to support the integration of information from multiple FDD tools. The objective of the work presented here was to evaluate the effectiveness of the FDD tools for a variety of fault conditions and a variety of weather conditions.

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Updated October 22, 2003