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Journal Articles

Detection of the Onset of Trip Symptoms Embedded in Gas Turbine Operating Data

Enzo Losi, Mauro Venturini, Lucrezia Manservigi, Giovanni Bechini

J. Eng. Gas Turbines Power. March 2023, 145(3): 031023.

Paper No: GTP-22-1318

DOI: https://doi.org/10.1115/1.4055904

Published Online: December 8, 2022

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Topics: Artificial neural networks, Gas turbines, Probability, Reliability

Journal Articles

Ensemble Learning Approach to the Prediction of Gas Turbine Trip

Enzo Losi, Mauro Venturini, Lucrezia Manservigi, Giovanni Bechini

J. Eng. Gas Turbines Power. February 2023, 145(2): 021009.

Paper No: GTP-22-1319

DOI: https://doi.org/10.1115/1.4055905

Published Online: November 28, 2022

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Topics: Gas turbines, Machine learning, Reliability, Support vector machines, Artificial neural networks, Testing, Algorithms, Probability

Journal Articles

Prediction of Gas Turbine Trip: A Novel Methodology Based on Random Forest Models

Enzo Losi, Mauro Venturini, Lucrezia Manservigi, Giuseppe Fabio Ceschini, Giovanni Bechini, Giuseppe Cota, Fabrizio Riguzzi

J. Eng. Gas Turbines Power. March 2022, 144(3): 031025.

Paper No: GTP-21-1324

DOI: https://doi.org/10.1115/1.4053194

Published Online: January 21, 2022

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Topics: Gas turbines, Reliability, Machine learning, Time series, Temperature, Compressors, Image segmentation, Natural, scientific and engineering processes and practices, Sensors, Thermocouples

Journal Articles

In-Service Reliability Assessment of Turbine Blade Thermal Barrier Coatings Based on a Novel Cumulative Damage Index Model

He Liu, Jianzhong Sun, Shiying Lei

J. Eng. Gas Turbines Power. November 2021, 143(11): 111005.

Paper No: GTP-21-1146

DOI: https://doi.org/10.1115/1.4051948

Published Online: September 27, 2021

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Topics: Blades, Damage, Reliability, Thermal barrier coatings, Engines, Failure, Simulation

Journal Articles

Gas Turbine Health State Prognostics by Means of Bayesian Hierarchical Models

Enzo Losi, Mauro Venturini, Lucrezia Manservigi

J. Eng. Gas Turbines Power. November 2019, 141(11): 111018.

Paper No: GTP-19-1378

DOI: https://doi.org/10.1115/1.4044689

Published Online: October 18, 2019

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Topics: Engines, Errors, Gas turbines, Reliability

Journal Articles

Statistical Analysis of Component Failures: A 16 Year Survey on More Than 550 Wind Turbines

Lorenzo Ferrari, Guido Soldi, Alessandro Bianchini, Enzo Dalpane

J. Eng. Gas Turbines Power. December 2018, 140(12): 121012.

Paper No: GTP-18-1398

DOI: https://doi.org/10.1115/1.4041131

Published Online: October 24, 2018

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Topics: Downtime, Failure, Wind turbines, Machinery, Turbines, Reliability

Journal Articles

Resistant Statistical Methodologies for Anomaly Detection in Gas Turbine Dynamic Time Series: Development and Field Validation

Giuseppe Fabio Ceschini, Nicolò Gatta, Mauro Venturini, Thomas Hubauer, Alin Murarasu

J. Eng. Gas Turbines Power. May 2018, 140(5): 052401.

Paper No: GTP-17-1361

DOI: https://doi.org/10.1115/1.4038155

Published Online: November 21, 2017

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Topics: Gas turbines, Robustness, Time series, Contamination, Temperature, Sensors, Reliability, Noise (Sound)

Journal Articles

A Dynamic Reliability-Centered Maintenance Analysis Method for Natural Gas Compressor Station Based on Diagnostic and Prognostic Technology

Dengji Zhou, Huisheng Zhang, Yi-Guang Li, Shilie Weng

J. Eng. Gas Turbines Power. June 2016, 138(6): 061601.

Paper No: GTP-15-1447

DOI: https://doi.org/10.1115/1.4031644

Published Online: November 17, 2015

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Topics: Compressors, Maintenance, Reliability, Failure, Natural gas

Journal Articles

Bayesian Calibration for Power Splitting in Single-Shaft Combined Cycle Plant Diagnostics

Xiaomo Jiang, TsungPo Lin, Eduardo Mendoza

J. Eng. Gas Turbines Power. May 2016, 138(5): 051702.

Paper No: GTP-15-1268

DOI: https://doi.org/10.1115/1.4031564

Published Online: November 3, 2015

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Topics: Calibration, Heat, Modeling, Physics, Uncertainty, Fuels, Power stations, Flow (Dynamics), Turbines, Generators

Journal Articles

Optimal Failure-Finding Intervals for Heat Shields in a Gas Turbine Combustion Chamber Using a Multicriteria Approach

Alejandro Martínez, Gloria Lara, Rodrigo Pascual, Enrique López Droguett

J. Eng. Gas Turbines Power. July 2015, 137(7): 072501.

Paper No: GTP-14-1516

DOI: https://doi.org/10.1115/1.4029202

Published Online: July 1, 2015

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Topics: Combustion chambers, Delays, Failure, Gas turbines, Heat shielding, Inspection, Optimization, Risk, Maintenance, Reliability

Journal Articles

Application of a Statistical Methodology for Gas Turbine Degradation Prognostics to Alstom Field Data

Mauro Venturini, Dirk Therkorn

J. Eng. Gas Turbines Power. September 2013, 135(9): 091603.

Paper No: GTP-13-1189

DOI: https://doi.org/10.1115/1.4024952

Published Online: August 21, 2013

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Topics: Compressors, Gas turbines, Maintenance, Reliability, Errors, Power stations, Machinery

Journal Articles

An Expanded Cost of Electricity Model for Highly Flexible Power Plants

S. Can Gülen, Indrajit Mazumder

J. Eng. Gas Turbines Power. January 2013, 135(1): 011801.

Paper No: GTP-12-1217

DOI: https://doi.org/10.1115/1.4007379

Published Online: November 21, 2012

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Topics: Power stations, Reliability, Stress, Emissions, Energy generation, Maintenance, Fuels

Journal Articles

Prediction Reliability of a Statistical Methodology for Gas Turbine Prognostics

Mauro Venturini, Nicola Puggina

J. Eng. Gas Turbines Power. October 2012, 134(10): 101601.

DOI: https://doi.org/10.1115/1.4007064

Published Online: August 22, 2012

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Topics: Errors, Gas turbines, Machinery, Maintenance, Reliability, Failure

Journal Articles

Engine Design Strategies to Maximize Ceramic Turbine Life and Reliability

Michael J. Vick, Osama M. Jadaan, Andrew A. Wereszczak, Sung R. Choi, Andrew L. Heyes, Keith R. Pullen

J. Eng. Gas Turbines Power. August 2012, 134(8): 081301.

DOI: https://doi.org/10.1115/1.4005817

Published Online: June 19, 2012

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Topics: Blades, Ceramics, Cycles, Engines, Erosion, Fuels, Pressure, Reliability, Rotors, Temperature

Journal Articles

Development of a Statistical Methodology for Gas Turbine Prognostics

Nicola Puggina, Mauro Venturini

J. Eng. Gas Turbines Power. February 2012, 134(2): 022401.

DOI: https://doi.org/10.1115/1.4004185

Published Online: December 16, 2011

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Topics: Failure, Gas turbines, Machinery, Maintenance, Reliability, Errors, Maximum likelihood estimation, Simulation models

Journal Articles

Integration of Degradation Models Into Generation Risk Assessment: Challenges and Modeling Approaches

Mikko I. Jyrkama, Mahesh D. Pandey, Stephen M. Hess

J. Eng. Gas Turbines Power. October 2010, 132(10): 102916.

DOI: https://doi.org/10.1115/1.4000892

Published Online: July 8, 2010

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Topics: Failure, Maintenance, Modeling, Probability, Reliability, Risk

Journal Articles

Recent Advances in Nuclear Based Hydrogen Production With the Thermochemical Copper-Chlorine Cycle

G. F. Naterer, K. Gabriel, L. Lu, Z. Wang, Y. Zhang

J. Eng. Gas Turbines Power. May 2009, 131(3): 032905.

DOI: https://doi.org/10.1115/1.3078787

Published Online: February 19, 2009

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Topics: Copper, Cycles, Heat, Oxygen, Water, Hydrogen, Hydrogen production, Reliability

Journal Articles

Nonlinear Stochastic Dynamics, Chaos, and Reliability Analysis for a Single Degree of Freedom Model of a Rotor Blade

Pankaj Kumar, S. Narayanan

J. Eng. Gas Turbines Power. January 2009, 131(1): 012506.

DOI: https://doi.org/10.1115/1.2967720

Published Online: October 13, 2008

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Topics: Blades, Chaos, Density, Dynamics (Mechanics), Excitation, Finite element analysis, Fokker-Planck equation, Probability, Reliability, Rotors

Journal Articles

Confidence Interval Simulation for Systems of Random Variables

Thomas A. Cruse, Jeffrey M. Brown

J. Eng. Gas Turbines Power. July 2007, 129(3): 836–842.

DOI: https://doi.org/10.1115/1.2718217

Published Online: October 11, 2005

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Topics: Design, Failure, Probability, Simulation, Statistical distributions, High cycle fatigue, Reliability

Journal Articles

Perturbations Methods in Structural Dynamics and Applications to Cyclic Symmetric Domains

Bernard Lalanne

J. Eng. Gas Turbines Power. July 2005, 127(3): 654–662.

DOI: https://doi.org/10.1115/1.1924430

Published Online: December 13, 2004

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Topics: Aeroelasticity, Damping, Disks, Eigenvalues, Resonance, Stability, Vibration, Waves, Turbomachinery, Stiffness

Journal citation

NARROW

Detection of the Onset of Trip Symptoms Embedded in Gas Turbine Operating Data

Ensemble Learning Approach to the Prediction of Gas Turbine Trip

Prediction of Gas Turbine Trip: A Novel Methodology Based on Random Forest Models

In-Service Reliability Assessment of Turbine Blade Thermal Barrier Coatings Based on a Novel Cumulative Damage Index Model

Gas Turbine Health State Prognostics by Means of Bayesian Hierarchical Models

Statistical Analysis of Component Failures: A 16 Year Survey on More Than 550 Wind Turbines

Resistant Statistical Methodologies for Anomaly Detection in Gas Turbine Dynamic Time Series: Development and Field Validation

A Dynamic Reliability-Centered Maintenance Analysis Method for Natural Gas Compressor Station Based on Diagnostic and Prognostic Technology

Bayesian Calibration for Power Splitting in Single-Shaft Combined Cycle Plant Diagnostics

Optimal Failure-Finding Intervals for Heat Shields in a Gas Turbine Combustion Chamber Using a Multicriteria Approach

Application of a Statistical Methodology for Gas Turbine Degradation Prognostics to Alstom Field Data

An Expanded Cost of Electricity Model for Highly Flexible Power Plants

Prediction Reliability of a Statistical Methodology for Gas Turbine Prognostics

Engine Design Strategies to Maximize Ceramic Turbine Life and Reliability

Development of a Statistical Methodology for Gas Turbine Prognostics

Integration of Degradation Models Into Generation Risk Assessment: Challenges and Modeling Approaches

Recent Advances in Nuclear Based Hydrogen Production With the Thermochemical Copper-Chlorine Cycle

Nonlinear Stochastic Dynamics, Chaos, and Reliability Analysis for a Single Degree of Freedom Model of a Rotor Blade

Confidence Interval Simulation for Systems of Random Variables

Perturbations Methods in Structural Dynamics and Applications to Cyclic Symmetric Domains

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