Sensors & Electronics
Macro Property Measurement
Intelligent Automated Equipment Diagnostics (117)
Problem: Develop intelligent "tools" to provide automated component diagnostics and identify prognostic issues
Project Activity Scope (from Technical Overview Chart): Measurement & Analysis Method Development through Integrated Systems
PNNL Solution:
- Conducted root cause solution research and application
- Developed generic diagnostics methodology
- Conducted on-line condition monitoring using advanced AI logic algorithms
- Developed pump/Motor diagnostic tool
- R&D 100 Award winner in 2001
Capabilities Employed to Meet Client Needs: Component characterization; fuzzy logic and directed neural nets, efficiency diagnostics; condition monitoring with component specific diagnostics; data acquisition system development; software development; operator training; data presentation and interpretation.
Selected Links to Related Information:
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- Similiar Application Examples (for Building Energy Systems)
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Contact: Richard Meador
