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Bayesian Separation of Non-Stationary Mixtures of Dependent Gaus
In this work, we propose a novel approach to perform Dependent Component Analysis (DCA). DCA can be thought as the separation of latent, dependent sources from their observed... -
COMPLEX NETWORKS IN CLIMATE SCIENCE: PROGRESS, OPPORTUNITIES AND CHALLENGES
COMPLEX NETWORKS IN CLIMATE SCIENCE: PROGRESS, OPPORTUNITIES AND CHALLENGES KARSTEN STEINHAEUSER, NITESH V. CHAWLA, AND AUROOP R. GANGULY Abstract. Networks have been used to... -
Distributed Diagnosis in Uncertain Environments Using Dynamic Bayesian Networks
This paper presents a distributed Bayesian fault diagnosis scheme for physical systems. Our diagnoser design is based on a procedure for factoring the global system bond graph... -
Flight Data For Tail 652
The following zip files contain individual flight recorded data in Matlab file format. There are 186 parameters each with a data structure that contains the following: -sensor... -
Mixture Density Mercer Kernels: A Method to Learn Kernels
This paper presents a method of generating Mercer Kernels from an ensemble of probabilistic mixture models, where each mixture model is generated from a Bayesian mixture density... -
Designing Resource-Bounded Reasoners using Bayesian Networks
In this work we are concerned with the conceptual design of large-scale diagnostic and health management systems that use Bayesian networks. While they are potentially powerful,... -
Data from Sustainability Base Characterizing Hot Water Pump Differential...
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 heat via a... -
Exploring the Model Design Space for Battery Health Management
Battery Health Management (BHM) is a core enabling technology for the success and widespread adoption of the emerging electric vehicles of today. Although battery chemistries... -
CDDIS_DORIS_products_stcd
Station position time series solutions in DORIS Station Coordinate Difference (STCD) format derived from analysis of Doppler Orbitography by Radiopositioning Integrated on... -
Understanding Human Error Based on Automated Analyses vol 1
A proactive approach to identifying and alleviating life-threatening conditions in the aviation system entails a well-defined process of identifying threats, evaluating causes,... -
OMI/Aura Ozone (O3) Total Column Daily L3 Global 0.25deg Lat/Lon Grid NRT
The OMI science team produces this Level-3 Aura/OMI Global TOMS-Like Total Column Ozone gridded product OMTO3e (0.25deg Lat/Lon grids). The OMTO3e product selects the best pixel... -
Sensing and characterization of EMI during intermittent connector anomalies
This paper presents a new on-line methodology for detecting intermittent disconnection failures. The detection principle operates on the fundamental Lorentz Law that states that... -
2010_08_30 Lab
Dataset collected in laboratory conditions on actuators with a jammed ballscrew return channel and actuators with a failed motor. -
CIDU 2011 Call for Papers
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Communication Optimizations for a Wireless Distributed Prognostic Framework
Distributed architecture for prognostics is an essential step in prognostic research in order to enable feasible real-time system health management. Communication overhead is an... -
Other files used on Website
Location of the HIRENASD Iges file -
Metrics for Evaluating Performance of Prognostics Techniques
Prognostics is an emerging concept in condition based maintenance (CBM) of critical systems. Along with developing the fundamentals of being able to confidently predict... -
Pressure Transducer Locations
Files are located here, defining the locations of the pressure transducers on the HIRENASD model. These locations also correspond to the locations that analysts should extract... -
Data Mining in Systems Health Management
This chapter presents theoretical and practical aspects associated to the implementation of a combined model-based/data-driven approach for failure prognostics based on particle... -
Tracking Filters for Estimation of Jet Engine Deterioration
This presentation will review the use of knowledge management in the development and support of Condition Based Maintenance (CBM) systems for complex systems with particular...