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Proceedings Papers

Data Base Requirements for Concurrent Design Systems

Proc. ASME. CIE91, ASME 1991 5th Annual Database Symposium: Engineering Databases — An Enterprise Resource, 109-113, August 18–22, 1991

Paper No: EDM1991-0189

DOI: https://doi.org/10.1115/EDM1991-0189

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Topics: Databases, Design, Maintenance, Manufacturing

Proceedings Papers

A Formal Approach to Design Specifications

Andrew Kusiak, Edward Szczerbicki

Proc. ASME. DETC90, 16th Design Automation Conference: Volume 1 — Computer Aided and Computational Design, 311-316, September 16–19, 1990

Paper No: DETC1990-0038

DOI: https://doi.org/10.1115/DETC1990-0038

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Topics: Design, Conceptual design, Optimization

Proceedings Papers

Design of Products for an Agile Manufacturing Environment

Andrew Kusiak, Chang-Xue Feng

Proc. ASME. CIE94, ASME 1994 International Computers in Engineering Conference and Exhibition, 413-420, September 11–14, 1994

Paper No: CIE1994-0426

DOI: https://doi.org/10.1115/CIE1994-0426

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Topics: Design, Manufacturing, Bridges (Structures), Concurrent engineering, Engineering design, Product design

Proceedings Papers

Design of Tolerances for Quality

Chang-Xue Feng, Andrew Kusiak

Proc. ASME. DETC94, 6th International Conference on Design Theory and Methodology, 19-28, September 11–14, 1994

Paper No: DETC1994-0003

DOI: https://doi.org/10.1115/DETC1994-0003

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Topics: Design, Manufacturing, Optimization, Design methodology, Experimental design, Taguchi methods

Proceedings Papers

Design for Manufacturing: Discrete or Continuous Tolerances

Chang-Xue Jack Feng, Andrew Kusiak

Proc. ASME. DETC-CIE96, Volume 3: 22nd Design Automation Conference, V003T03A032, August 18–22, 1996

Paper No: 96-DETC/DAC-1475

DOI: https://doi.org/10.1115/96-DETC/DAC-1475

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Topics: Design, Design for Manufacturing, Engineers, Integer programming, Manufacturing

Proceedings Papers

A Broad Transfer Learning Algorithm for Classification of Bearing Faults

Guokai Liu, Liang Gao, Weiming Shen, Andrew Kusiak

Proc. ASME. MSEC2020, Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T07A028, September 3, 2020

Paper No: MSEC2020-8312

DOI: https://doi.org/10.1115/MSEC2020-8312

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Topics: Algorithms, Bearings, Fault diagnosis, Condition monitoring, Manufacturing industry

Journal Articles

Cyclostationary Analysis of a Faulty Bearing in the Wind Turbine

Zhiyong Ma, Yibing Liu, Dameng Wang, Wei Teng, Andrew Kusiak

J. Sol. Energy Eng. June 2017, 139(3): 031006.

Paper No: SOL-16-1508

DOI: https://doi.org/10.1115/1.4035846

Published Online: February 8, 2017

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Topics: Bearings, Generators, Signals, Vibration, Wind turbines, Wavelet transforms

Journal Articles

Modeling and Prediction of Gearbox Faults With Data-Mining Algorithms

Anoop Verma, Zijun Zhang, Andrew Kusiak

J. Sol. Energy Eng. August 2013, 135(3): 031007.

Paper No: SOL-12-1023

DOI: https://doi.org/10.1115/1.4023516

Published Online: March 26, 2013

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Topics: Algorithms, Data mining, Gears, Mechanical drives, Sensors, Vibration, Artificial neural networks, Wind turbines

Journal Articles

Fault Monitoring of Wind Turbine Generator Brushes: A Data-Mining Approach

Anoop Verma, Andrew Kusiak

J. Sol. Energy Eng. May 2012, 134(2): 021001.

DOI: https://doi.org/10.1115/1.4005624

Published Online: February 27, 2012

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Topics: Algorithms, Data mining, Generators, Wind turbines, Turbines, Maintenance

Journal Articles

Monitoring Wind Turbine Vibration Based on SCADA Data

Zijun Zhang, Andrew Kusiak

J. Sol. Energy Eng. May 2012, 134(2): 021004.

DOI: https://doi.org/10.1115/1.4005753

Published Online: February 27, 2012

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Topics: Algorithms, Quality control charts, Sensors, Turbines, Vibration, Wind turbines, Wind velocity, Data mining

Journal Articles

Prediction of Status Patterns of Wind Turbines: A Data-Mining Approach

Andrew Kusiak, Anoop Verma

J. Sol. Energy Eng. February 2011, 133(1): 011008.

DOI: https://doi.org/10.1115/1.4003188

Published Online: January 28, 2011

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Topics: Algorithms, Data mining, Mining, Turbines, Wind turbines

Journal Articles

Analysis of Wind Turbine Vibrations Based on SCADA Data

Andrew Kusiak, Zijun Zhang

J. Sol. Energy Eng. August 2010, 132(3): 031008.

DOI: https://doi.org/10.1115/1.4001461

Published Online: June 14, 2010

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Topics: Torque, Trains, Turbines, Vibration, Wind turbines, Wind velocity, Blades, Wind, Sensitivity analysis

Journal Articles

Prediction of Wind Farm Power Ramp Rates: A Data-Mining Approach

Haiyang Zheng, Andrew Kusiak

J. Sol. Energy Eng. August 2009, 131(3): 031011.

DOI: https://doi.org/10.1115/1.3142727

Published Online: July 9, 2009

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Topics: Algorithms, Data mining, Support vector machines, Time series, Wind farms

Journal Articles

Web Mining for Innovation

Joseph Engler, Andrew Kusiak

Mechanical Engineering. November 2008, 130(11): 38–40.

DOI: https://doi.org/10.1115/1.2008-NOV-1

Published Online: November 1, 2008

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Topics: Databases, Innovation, Mining, Patents

Journal Articles

Data Mining for Subassembly Selection

Bruno Agard, Assistant Professor,, Andrew Kusiak, Professor,

J. Manuf. Sci. Eng. August 2004, 126(3): 627–631.

DOI: https://doi.org/10.1115/1.1763182

Published Online: September 7, 2004

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Topics: Algorithms, Data mining, Manufacturing, Wire

Journal Articles

A Data Mining Approach for Generation of Control Signatures

Andrew Kusiak, Professor

J. Manuf. Sci. Eng. November 2002, 124(4): 923–926.

DOI: https://doi.org/10.1115/1.1511524

Published Online: October 23, 2002

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Topics: Algorithms, Data mining, Metalworking, Set theory, Process control, Manufacturing, Decision making, Product quality

Journal Articles

Robust Tolerance Synthesis With the Design of Experiments Approach

Chang-Xue (Jack) Feng, Associate Professor, ASME Member,, Andrew Kusiak, Professor,

J. Manuf. Sci. Eng. August 2000, 122(3): 520–528.

DOI: https://doi.org/10.1115/1.1285860

Published Online: May 1, 1999

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Topics: Design, Dimensions, Experimental design, Manufacturing, Simulation

Journal Articles

Scheduling Models for Setup Reduction

Chang-Xue (Jack) Feng, Andrew Kusiak, Chun-Che Huang

J. Manuf. Sci. Eng. November 1997, 119(4A): 571–579.

DOI: https://doi.org/10.1115/1.2831189

Published Online: November 1, 1997

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Topics: Cycles, Linear programming, Machining, Manufacturing, Tradeoffs

Journal Articles

Intelligent Manufacturing Systems

Andrew Kusiak, Author, David Dornfeld, Reviewer

J. Manuf. Sci. Eng. May 1991, 113(2): 248.

DOI: https://doi.org/10.1115/1.2899693

Published Online: May 1, 1991

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Topics: Manufacturing systems

Journal citation

NARROW

Data Base Requirements for Concurrent Design Systems

A Formal Approach to Design Specifications

Design of Products for an Agile Manufacturing Environment

Design of Tolerances for Quality

Design for Manufacturing: Discrete or Continuous Tolerances

A Broad Transfer Learning Algorithm for Classification of Bearing Faults

Cyclostationary Analysis of a Faulty Bearing in the Wind Turbine

Modeling and Prediction of Gearbox Faults With Data-Mining Algorithms

Fault Monitoring of Wind Turbine Generator Brushes: A Data-Mining Approach

Monitoring Wind Turbine Vibration Based on SCADA Data

Prediction of Status Patterns of Wind Turbines: A Data-Mining Approach

Analysis of Wind Turbine Vibrations Based on SCADA Data

Prediction of Wind Farm Power Ramp Rates: A Data-Mining Approach

Web Mining for Innovation

Data Mining for Subassembly Selection

A Data Mining Approach for Generation of Control Signatures

Robust Tolerance Synthesis With the Design of Experiments Approach

Scheduling Models for Setup Reduction

Intelligent Manufacturing Systems

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