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ThermoData Engine (TDE): software implementation of the dynamic data evaluation concept.

Michael Frenkel1, Robert D Chirico, Vladimir Diky

  • 1Physical and Chemical Properties Division, National Institute of Standards and Technology, Boulder, Colorado 80305-3328, USA. frenkel@boulder.nist.gov

Journal of Chemical Information and Modeling
|July 28, 2005
PubMed
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The ThermoData Engine (TDE) is a novel software system for dynamically evaluating thermophysical property data. It integrates extensive databases and expert systems to generate critically evaluated data on demand.

Area of Science:

  • Thermodynamics
  • Materials Science
  • Computational Chemistry

Background:

  • Accurate thermophysical property data is crucial for scientific and industrial applications.
  • Existing data evaluation methods are often manual, time-consuming, and lack dynamic capabilities.
  • The need for a robust system to manage and critically evaluate vast amounts of experimental data is evident.

Purpose of the Study:

  • To describe the first full-scale software implementation of the dynamic data evaluation concept, named the ThermoData Engine (TDE).
  • To enable the dynamic generation of critically evaluated thermophysical property data.
  • To present the software architecture for automated critical evaluation.

Main Methods:

  • Development of large electronic databases storing experimental thermophysical data with metadata and uncertainties.

Related Experiment Videos

  • Integration of expert-system software for automated data generation and critical evaluation.
  • Implementation of dynamic selection and application of prediction methods and enforcement of thermodynamic consistency.

    • Main Results:

    • Successful implementation of the ThermoData Engine (TDE) for dynamic thermophysical property data evaluation.
    • Demonstration of automated critical evaluation by combining databases with expert systems.
    • Capability to produce critically evaluated data 'to order' based on available experimental data.

    Conclusions:

    • The TDE system represents a significant advancement in handling and evaluating thermophysical property data.
    • Automated critical evaluation and dynamic data generation are achievable with the developed software architecture.
    • Future enhancements will further improve the capabilities and scope of the TDE system.