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  • 2018 PHM Data Challenge

    A Dataset, PHM Data Challenges - 5 years, 3 months ago

    Shared By: Kai Goebel

    This data set examines the fault behavior of an ion mill etch tool used in a wafer manufacturing process (see references at the end of ...

  • Gearbox Fault Detection Dataset, PHM Data Challenge 2009

    A Dataset, PHM Data Challenges - 6 years, 4 months ago

    Shared By: Kai Goebel

    This PHM Data Challenge is focused on fault detection and magnitude estimation for a generic gearbox using accelerometer data and information about bearing geometry. Scoring ...

  • Identifying Contributing Factors of Occupant Thermal Discomfort in a Smart Building

    A Publication, Sustainability Base - 8 years, 1 month ago

    Shared By: RODNEY MARTIN

    Modeling occupant behavior in smart buildings to reduce energy usage in a more accurate fashion has garnered much recent attention in the literature. Predicting occupant ...

    meatball
  • Scalable Causal Learning for Predicting Adverse Events in Smart Buildings

    A Publication, Sustainability Base - 8 years, 1 month ago

    Shared By: RODNEY MARTIN

    Emerging smart buildings, such as the NASA Sustainability Base (SB), have a broad range of energy-related systems, including systems for heating and cooling. While the ...

    meatball
  • Data from Sustainability Base Characterizing Hot Water Pump Differential Pressure Spikes for ACCEPT

    A Dataset, Sustainability Base - 8 years, 2 months ago

    Shared By: RODNEY MARTIN

    During the heating season in Sustainability Base, a critical alarm associated with a hot water pump circulating heating water for the radiative system which exchanges ...

    meatball
  • Data from Sustainability Base Characterizing Cold Complaints for ACCEPT

    A Dataset, Sustainability Base - 8 years, 3 months ago

    Shared By: RODNEY MARTIN

    The zip file linked contains three subdirectories and a parameter list to be used for processing using ACCEPT. Datafiles are partitioned into training, validation, and ...

    meatball
  • Prognostic Health-Management System Development for Electromechanical Actuators

    A Publication, FLEA - 8 years, 8 months ago

    Shared By: EDWARD BALABAN

    Electro-mechanical actuators (EMAs) have been gaining increased acceptance as safety-critical actuation devices in the next generation of aircraft and spacecraft. The aerospace manufacturers are not ...

    meatball
  • 2010_09_12 Jam 2 Lab

    A Dataset, FLEA - 9 years, 9 months ago

    Shared By: EDWARD BALABAN

    Ballscrew jam fault datasets (diagnostic and prognostic)

    meatball
  • 2010_09_12 Lab

    A Dataset, FLEA - 9 years, 9 months ago

    Shared By: EDWARD BALABAN

    Ballscrew jam fault datasets (diagnostic and prognostic)

    meatball
  • 2010_09_11 Lab

    A Dataset, FLEA - 9 years, 9 months ago

    Shared By: EDWARD BALABAN

    Ballscrew jam fault datasets (diagnostic and prognostic)

    meatball
  • 2010_09_10_position_dead

    A Dataset, FLEA - 9 years, 9 months ago

    Shared By: EDWARD BALABAN

    Scenarios with a non-functioning position sensor fault (diagnostic)

    meatball
  • 2010_09_10_jam_+40 Lab

    A Dataset, FLEA - 9 years, 9 months ago

    Shared By: EDWARD BALABAN

    Jam fault scenarios with tensile (+40 lbs) load (diagnostic and prognostic)

    meatball
  • 2010_09_10_jam_-40 Lab

    A Dataset, FLEA - 9 years, 9 months ago

    Shared By: EDWARD BALABAN

    Jam fault scenarios with tensile (-40 lbs) load (diagnostic and prognostic).

    meatball
  • 2010_09_09 Lab

    A Dataset, FLEA - 9 years, 9 months ago

    Shared By: EDWARD BALABAN

    Ballscrew jam fault datasets (diagnostic and prognostic)

    meatball
  • 2010_09_08 Lab

    A Dataset, FLEA - 9 years, 9 months ago

    Shared By: EDWARD BALABAN

    Nominal and ballscrew jam fault datasets (diagnostic and prognostic)

    meatball