Data-driven models for reliability prognostics of gas turbines

Data-driven models for reliability prognostics of gas turbines

Thesis: S.M., Massachusetts Institute of Technology, School of Engineering, Center for Computational Engineering, Computation for Design and Optimization Program, 2015.

Bibliographic Details
Main Author:	Kumar, Gaurev
Other Authors:	Saurabh Amin.
Format:	Thesis
Language:	eng
Published:	Massachusetts Institute of Technology 2017
Subjects:	Computation for Design and Optimization Program.
Online Access:	http://hdl.handle.net/1721.1/106960

Similar Items

Data-driven revenue management
by: Uichanco, Joline Ann Villaranda
Published: (2008)

Physics-based machine learning and data-driven reduced-order modeling
by: Swischuk, Renee C.(Renee Copland)
Published: (2019)

Empirical comparison of robust, data driven and stochastic optimization
by: Wang, Yanbo, S.M. Massachusetts Institute of Technology
Published: (2009)

Chemistry models for major gas species estimation and tar prediction in fluidized bed biomass gasification
by: Sridhar, Rajesh
Published: (2016)

Particle filtering with Lagrangian data in a point vortex model
by: Mitra, Subhadeep
Published: (2012)

Modeling exascale data generation and storage for the large hadron collider computing network
by: Massaro, Evan K.
Published: (2020)

Optimal reservoir operation using stochastic model predictive control
by: Sahu, Reetik Kumar
Published: (2016)

Must linear algebra be block cyclic? : and other explorations into the expressivity of data parallel and task parallel languages
by: Sundaresh, Harish Peruvamba
Published: (2007)

Modelling pandemic influenza progression using Spatiotemporal Epidemiological Modeller (STEM)
by: Zhang, Hui, S.M. Massachusetts Institute of Technology
Published: (2010)

Modeling the semiconductor industry dynamics
by: Wu, Kailiang
Published: (2009)

Optimal approximations of coupling in multidisciplinary models
by: Santos Baptista, Ricardo Miguel
Published: (2017)

On the predictive capability and stability of rubber material models
by: Zheng, Haining
Published: (2009)

Modeling travel time uncertainty in traffic networks
by: Chen, Daizhuo
Published: (2011)

Model simplification of chemical kinetic systems under uncertainty
by: Coles, Thomas Michael Kyte
Published: (2011)

Optimal Bayesian experimental design in the presence of model error
by: Feng, Chi, S.M. Massachusetts Institute of Technology
Published: (2015)

A scalable methodology for modeling cities as systems of systems
by: Wachtel, Amanda M. (Amanda Marie)
Published: (2013)

Computational modeling of crack initiation in cross-role piercing
by: Chiluveru, Sudhir
Published: (2007)

Surrogate modeling for large-scale black-box systems
by: Liem, Rhea Patricia
Published: (2008)

A shifting method for dynamic system Model Order Reduction
by: Xu, Song, S.M. Massachusetts Institute of Technology
Published: (2008)

Hierarchical Gaussian models for wind field estimation and path planning
by: Musolas Otaño, Antoni M. (Antoni Maria)
Published: (2016)

Parameter and state model reduction for Bayesian statistical inverse problems
by: Lieberman, Chad Eric
Published: (2010)

Multi-parameter estimation in glacier models with adjoint and algorithmic differentiation
by: Davis, Andrew D. (Andrew Donaldson)
Published: (2012)

A nonsmooth exclusion test for finding all solutions of nonlinear equations
by: Kumar, Vinay, S.M. Massachusetts Institute of Technology
Published: (2008)

A tactical planning model for a serial flow manufacturing system
by: Huang, Bin, S.M. Massachusetts Institute of Technology
Published: (2011)

The Bayesian validation metric : a framework for probabilistic model calibration and validation
by: Tohme, Tony.
Published: (2020)

Reduced-dimension model for the Rayleigh-Taylor instability in a Hele-Shaw cell
by: Alqatari, Samar(Samar Ali A.)
Published: (2019)

A comparison of discrete and flow-based models for air traffic flow management
by: Phu, Thi Vu
Published: (2009)

Model reduction for dynamic sensor steering : a Bayesian approach to inverse problems
by: Wogrin, Sonja
Published: (2008)

Modeling flow encountering abrupt topography using hybridizable discontinuous Galerkin projection methods
by: Vo, Johnathan Hiep
Published: (2018)

A simulation-based resource optimization and time reduction model using design structure matrix
by: Zhang, Yifeng, S.M. Massachusetts Institute of Technology
Published: (2009)

The Evolutionary Design Model (EDM) for the design of complex engineered systems : Masdar City as a case study
by: Alfaris, Anas (Anas Faris)
Published: (2010)

Meta-modeling and Optimization of Computational Fluid Dynamics (CFD) analysis in thermal comfort for energy-efficient Chilled Beams-based Heating, Ventilation and Air-Conditioning (HVAC) systems
by: Ghanta, Nikhilesh.
Published: (2020)

Computational design and optimization of infrastructure policy in water and agriculture
by: Alhassan, Abdulaziz (Abdulaziz Abdulrahman)
Published: (2017)

Evaluating Intrusion Detection Systems for Energy Diversion Attacks
by: Sethi, Abhishek Rajkumar
Published: (2017)

Situational awareness framework for risk ranking
by: Li, Rongsha
Published: (2017)

Untangling the effects of residential segregation on individual mobility
by: Desu, Suma
Published: (2017)

Approximation algorithms for rapid evaluation and optimization of architectural and civil structures
by: Tseranidis, Stavros
Published: (2017)

Secure electric power grid operation
by: Foo, Ming Qing
Published: (2017)

Molecular dynamics-based approaches for mesoscale lubrication
by: Chandramoorthy, Nisha
Published: (2017)

High-resolution simulation of pattern formation and coarsening dynamics in 3D convective mixing
by: Fu, Xiaojing, S.M. Massachusetts Institute of Technology
Published: (2017)