Murat Kulahci

发表

A model‐free approach to eliminate autocorrelation when testing for process capability

Murat Kulahci, Kerstin Vännman, Kerstin Vännman, 2008, Qual. Reliab. Eng. Int..

Real-time fault detection and diagnosis using sparse principal component analysis

Murat Kulahci, Ahmet Palazoglu, Shriram Gajjar, 2017, Journal of Process Control.

Process Knowledge Discovery Using Sparse Principal Component Analysis

Murat Kulahci, Ahmet Palazoglu, Qunxiong Zhu, 2016 .

Simulating flood risk under non-stationary climate and urban development conditions - Experimental setup for multiple hazards and a variety of scenarios

Murat Kulahci, Christian Urich, Roland Löwe, 2018, Environ. Model. Softw..

Meta-Regression: A Framework for Robust Reactive Optimization

Murat Kulahci, Violet R. Syrotiuk, Daniel W. McClary, 2007, First International Conference on Self-Adaptive and Self-Organizing Systems (SASO 2007).

Data Mining : a Special Issue of Quality and Reliability Engineering International (QREI)

Murat Kulahci, Jing Li, 2013 .

Discussion on “Søren Bisgaard’s contributions to Quality Engineering: Design of experiments”

Murat Kulahci, M. Kulahci, 2019, Quality Engineering.

Exploring the Use of Design of Experiments in Industrial Processes Operating Under Closed‐Loop Control

Murat Kulahci, Erik Vanhatalo, Francesca Capaci, 2017, Qual. Reliab. Eng. Int..

Appendix A: Datasets Used in the Examples

Murat Kulahci, Søren Bisgaard, 2011 .

Impact of Autocorrelation on Principal Components and Their Use in Statistical Process Control

Murat Kulahci, Erik Vanhatalo, M. Kulahci, 2016, Qual. Reliab. Eng. Int..

The Effect of Autocorrelation on the Hotelling T2 Control Chart

Murat Kulahci, Erik Vanhatalo, M. Kulahci, 2015, Qual. Reliab. Eng. Int..

Quality Quandaries: Studying Input-Output Relationships, Part I

Murat Kulahci, Søren Bisgaard, 2006 .

Solutions manual to accompany Introduction to time series analysis and forecasting

Murat Kulahci, Douglas C. Montgomery, Cheryl L. Jennings, 2009 .

Design and Analysis of Simulation Experiments

Murat Kulahci, Christian Dehlendorff, Klaus Kaae Andersen, 2009 .

Designing simulation experiments with controllable and uncontrollable factors

Murat Kulahci, Christian Dehlendorff, Klaus K. Andersen, 2008, 2008 Winter Simulation Conference.

Murat Kulahci, Don R. Holcomb, Min Xie, 2010, Qual. Reliab. Eng. Int..

Big data analytics for industrial process control

Murat Kulahci, Henrik Schiøler, Torben Knudsen, 2017, 2017 22nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA).

Big Data Generation for Time Dependent Processes: The Tennessee Eastman Process for Generating Large Quantities of Process Data

Murat Kulahci, Krist V. Gernaey, Isuru A. Udugama, 2020 .

Analysis of Signal-Response Systems Using GLMM

Murat Kulahci, Connie M. Borror, Douglas C. Montgomery, 2010 .

On monitoring industrial processes under feedback control

Murat Kulahci, Ahmet Palazoglu, Erik Vanhatalo, 2020, Qual. Reliab. Eng. Int..

The Use of Plackett–Burman Designs to Construct Split-Plot Designs

Murat Kulahci, Søren Bisgaard, S. Bisgaard, 2005, Technometrics.

Recent Advances and Future Directions for Quality Engineering

Murat Kulahci, Søren Pedersen, Geoff Vining, 2016, Qual. Reliab. Eng. Int..

Split-Plot Experiments with Unusual Numbers of Subplot Runs

Murat Kulahci, M. Kulahci, 2007 .

Outliers detection using an iterative strategy for semi‐supervised learning

Murat Kulahci, Flavia Dalia Frumosu, M. Kulahci, 2019, Qual. Reliab. Eng. Int..

Trellis plots as visual aids for analyzing split plot experiments

Murat Kulahci, Anil Menon, M. Kulahci, 2017 .

Monitoring pig movement at the slaughterhouse using optical flow and modified angular histograms

Murat Kulahci, Line Katrine Harder Clemmensen, Ruta Gronskyte, 2016 .

A two-step procedure for fault detection in the Tennessee Eastman Process simulator

Murat Kulahci, Erik Vanhatalo, Francesca Capaci, 2016 .

Transfer Function Models

Murat Kulahci, Søren Bisgaard, 2011 .

Artificial Intelligence in Pharmacoepidemiology: A Systematic Review. Part 1—Overview of Knowledge Discovery Techniques in Artificial Intelligence

Murat Kulahci, Abdul Rauf Khan, Maurizio Sessa, 2020, Frontiers in Pharmacology.

Simulating Experiments in Closed-Loop Control Systems

Murat Kulahci, Erik Vanhatalo, Francesca Capaci, 2016 .

Simulating and Analyzing Experiments in the Tennessee Eastman Process Simulator

Murat Kulahci, Erik Vanhatalo, Francesca Capaci, 2015 .

Use of Sparse Principal Component Analysis (SPCA) for Fault Detection

Murat Kulahci, Ahmet Palazoglu, Shriram Gajjar, 2016 .

Steepest-ascent constrained simultaneous perturbation for multiobjective optimization

Murat Kulahci, Violet R. Syrotiuk, Daniel W. McClary, 2010, TOMC.

The Role of Big Data in Industrial (Bio)chemical Process Operations

Murat Kulahci, Krist V. Gernaey, Ahmet Palazoglu, 2020 .

Quality Quandaries: The Application of Principal Component Analysis for Process Monitoring

Murat Kulahci, Søren Bisgaard, 2006 .

Predictive Manufacturing: Classification of categorical data

Murat Kulahci, Henrik Schiøler, Torben Knudsen, 2020 .

Challenges in multivariate control charts with autocorrelated data

Murat Kulahci, Soren Bisgaard, 2006 .

Blocking Two‐level Factorial Experiments

Murat Kulahci, M. Kulahci, 2007, Qual. Reliab. Eng. Int..

Statistical data mining for efficient quality control in manufacturing

Murat Kulahci, Henrik Schiøler, Torben Knudsen, 2015, 2015 IEEE 20th Conference on Emerging Technologies & Factory Automation (ETFA).

Monitoring Motion of Pigs in Thermal Videos

Murat Kulahci, Line Katrine Harder Clemmensen, Ruta Gronskyte, 2013 .

Partial confounding and projective properties of Plackett–Burman designs

Murat Kulahci, Søren Bisgaard, S. Bisgaard, 2007, Qual. Reliab. Eng. Int..

Least Squares Sparse Principal Component Analysis and Parallel Coordinates for Real-Time Process Monitoring

Murat Kulahci, Ahmet Palazoglu, Shriram Gajjar, 2020 .

Improvement of the ΔσH Model

Murat Kulahci, Bjarne Kjær Ersbøll, Elisabeth Wreford Andersen, 2013 .

Model based Level Shift Detection in Autocorrelated Data Streams using a moving window

Murat Kulahci, Anders Stockmarr, Jacob Sogaard Larsen, 2019 .

Mould wear-out prediction in the plastic injection moulding industry: a case study

Murat Kulahci, Flavia Dalia Frumosu, Georg Ørnskov Rønsch, 2020, Int. J. Comput. Integr. Manuf..

Analysis of computer experiments with multiple noise sources

Murat Kulahci, Christian Dehlendorff, Klaus K. Andersen, 2010, Qual. Reliab. Eng. Int..

Editorial : a Special Issue on Data Mining

Murat Kulahci, Jing Li, 2014 .

How to Handle Autocorrelation in Capability Analysis

Murat Kulahci, Kerstin Vanmann, 2005 .

Accelerated testing of on‐board diagnostics

Murat Kulahci, Spencer Graves, John James, 2007, Qual. Reliab. Eng. Int..

Performance Evaluation of Dynamic Monitoring Systems: The Waterfall Chart

Murat Kulahci, Spencer Graves, Søren Bisgaard, 2003 .

Call for Papers: 'Quality and Reliability Engineering International is Planning a Special Issue Focusing on Design for Six Sigma'

Murat Kulahci, Don R. Holcomb, 2008, Qual. Reliab. Eng. Int..

Classification of Noisy Data: An Approach Based on Genetic Algorithms and Voronoi Tessellation

Murat Kulahci, Mohammed J. Zaki, Henrik Schiøler, 2016 .

Combining latin hypercube designs and discrete event simulation in a study of a surgical unit

Murat Kulahci, Christian Dehlendorff, Klaus K. Andersen, 2007, 2007 Winter Simulation Conference.

Predictive Manufacturing: A Classification Strategy to Predict Product Failures

Murat Kulahci, Henrik Schiøler, Mohamed Zaki, 2020 .

Big data analytics using semi‐supervised learning methods

Murat Kulahci, Flavia D. Frumosu, M. Kulahci, 2018, Qual. Reliab. Eng. Int..

Visualizing Time Series Data Structures: Graphical Tools

Murat Kulahci, Søren Bisgaard, 2011 .

Cost-sensitive learning classification strategy for predicting product failures

Murat Kulahci, Henrik Schiøler, Mohamed Zaki, 2020, Expert Syst. Appl..

Time Series Analysis and Forecasting by Example

Murat Kulahci, Soren Bisgaard, S. Bisgaard, 2011 .

Estimation of missing observations in two-level split-plot designs

Murat Kulahci, Douglas C. Montgomery, Ashraf A. Almimi, 2008, Qual. Reliab. Eng. Int..

Quality Quandaries Practical Time Series Modeling II

Murat Kulahci, Søren Bisgaard, S. Bisgaard, 2007 .

Analysis of signal–response systems using generalized linear mixed models

Murat Kulahci, Connie M. Borror, Douglas C. Montgomery, 2010, Qual. Reliab. Eng. Int..

Selection of Non-zero Loadings in Sparse Principal Component Analysis

Murat Kulahci, Ahmet Palazoglu, Shriram Gajjar, 2017 .

Experiences with big data: Accounts from a data scientist’s perspective

Murat Kulahci, Flavia Dalia Frumosu, Abdul Rauf Khan, 2020 .

Rare-Events Classification: An Approach Based on Genetic Algorithm and Voronoi Tessellation

Murat Kulahci, Henrik Schiøler, Mohamed Zaki, 2018, PAKDD.

ICFD modeling of final settlers - developing consistent and effective simulation model structures

Murat Kulahci, Elham Ramin, Benedek G. Plósz, 2015 .

International Journal of Management Science and Engineering Management

Murat Kulahci, Douglas C. Montgomery, Russell J. Elias, 2008 .

Introduction to time series analysis and forecasting : solutions manual to accompany

Murat Kulahci, Douglas C. Montgomery, Cheryl L. Jennings, 2009 .

Harvest time prediction for batch processes

Murat Kulahci, Max Spooner, David Kold, 2018, Comput. Chem. Eng..

Quality Quandaries: Process Regime Changes

Murat Kulahci, Søren Bisgaard, 2007 .

Checking Process Stability with the Variogram

Murat Kulahci, Søren Bisgaard, S. Bisgaard, 2005 .

A Comparison of Decision Methods for C pk When Data are Autocorrelated

Murat Kulahci, Kerstin Vännman, Peder Lundkvist, 2012 .

Catalysis Of Discovery And Development In Engineering And Industry

Murat Kulahci, George E. P. Box, M. Kulahci, 2003 .

Appendix B: Datasets Used in the Exercises

Murat Kulahci, Søren Bisgaard, 2011 .

The revised Tennessee Eastman process simulator as testbed for SPC and DoE methods

Murat Kulahci, Erik Vanhatalo, Francesca Capaci, 2019, Quality Engineering.

Designing simulation experiments with controllable and uncontrollable factors for applications in healthcare

Murat Kulahci, Christian Dehlendorff, Klaus Kaae Andersen, 2011 .

Monitoring batch processes with dynamic time warping and k-nearest neighbours

Murat Kulahci, Max Peter Spooner, M. Kulahci, 2018, Chemometrics and Intelligent Laboratory Systems.

Quality Quandaries: Box-Cox Transformations and Time Series Modeling—Part II

Murat Kulahci, Søren Bisgaard, 2008 .

Quality Quandaries: Using a Time Series Model for Process Adjustment and Control

Murat Kulahci, Søren Bisgaard, S. Bisgaard, 2007 .

Managerial implications for improvingcontinuous production processes

Murat Kulahci, Erik Vanhatalo, Francesca Capaci, 2017 .

Selecting local constraint for alignment of batch process data with dynamic time warping

Murat Kulahci, Max Peter Spooner, David Kold, 2017 .

Added Value of Individual Flexibility Profiles of Electric Vehicle Users For Ancillary Services

Peter Bach Andersen, Murat Kulahci, Tiago Sousa, 2018, 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm).

Simulation-based cycle-time quantile estimation in manufacturing settings employing non-FIFO dispatching policies

Murat Kulahci, Gerald T. Mackulak, John W. Fowler, 2009, J. Simulation.

Quality Quandaries*: Time Series Model Selection and Parsimony

Murat Kulahci, Søren Bisgaard, S. Bisgaard, 2009 .

iCFD: Interpreted Computational Fluid Dynamics - Degeneration of CFD to one-dimensional advection-dispersion models using statistical experimental design - The secondary clarifier.

Murat Kulahci, Elham Ramin, Benedek Gy Plósz, 2015, Water research.

Demand signal modelling: A short-range panel forecasting algorithm for semiconductor firm device-level demand

Murat Kulahci, Douglas C. Montgomery, Russell J. Elias, 2008 .

Class 4 Defects

Murat Kulahci, Bjarne Kjær Ersbøll, Elisabeth Wreford Andersen, 2013 .

FINDING ASSIGNABLE CAUSES

Murat Kulahci, S⊘ren Bisgaard, S. Bisgaard, 2000 .

Erratum : Catalysis of discovery and development in engineering and industry (Quality Quandaries) (Quality Engineering 15:3 (513-517))

Murat Kulahci, George E. P. Box, 2003 .

Pig herd monitoring and undesirable tripping and stepping prevention

Murat Kulahci, Line Harder Clemmensen, Ruta Gronskyte, 2015, Comput. Electron. Agric..

Introduction to Time Series Analysis and Forecasting

Murat Kulahci, Douglas C. Montgomery, Cheryl L. Jennings, 2008 .

Selection of objective function for imbalanced classification: an industrial case study

Murat Kulahci, Henrik Schiøler, Abdul Rauf Khan, 2017, 2017 22nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA).

Special Issue : Design for Six Sigma

Murat Kulahci, Don R. Holcomb, Min Xie, 2010 .

A comparison of decision method for Cpk when data are autocorrelated

Murat Kulahci, Kerstin Vännman, Peder Lundkvist, 2013 .

Profile-driven regression for modeling and runtime optimization of mobile networks

Murat Kulahci, Violet R. Syrotiuk, Daniel W. McClary, 2010, TOMC.

Conditional Value at Risk as a Measure for Waiting Time in Simulations of Hospital Units

Murat Kulahci, Christian Dehlendorff, Klaus Kaae Andersen, 2010 .

A numerical study of Markov decision process algorithms for multi-component replacement problems

Murat Kulahci, Bo Friis Nielsen, Jesper Fink Andersen, 2021, European Journal of Operational Research.

A taxonomy of railway track maintenance planning and scheduling: A review and research trends

Murat Kulahci, Erik Vanhatalo, Bjarne Bergquist, 2021, Reliab. Eng. Syst. Saf..

An extended Tennessee Eastman simulation dataset for fault-detection and decision support systems

Murat Kulahci, Christopher Reinartz, Ole Ravn, 2021, Comput. Chem. Eng..

Quality Quandaries: Beware of Autocorrelation in Regression

Murat Kulahci, Søren Bisgaard, 2007 .

Checking the Adequacy of Fit of Models from Split-Plot Designs

Murat Kulahci, Douglas C. Montgomery, Ashraf A. Almimi, 2009 .

Quality Quandaries: Forecasting with Seasonal Time Series Models

Murat Kulahci, Søren Bisgaard, S. Bisgaard, 2008 .

In vivo Comet assay--statistical analysis and power calculations of mice testicular cells.

Murat Kulahci, Julie Boberg, Marianne Dybdahl, 2014, Mutation research. Genetic toxicology and environmental mutagenesis.

Quality Quandaries: Interpretation of Time Series Models

Murat Kulahci, Søren Bisgaard, S. Bisgaard, 2005 .

Quality Quandaries: The Effect of Autocorrelation on Statistical Process Control Procedures

Murat Kulahci, Søren Bisgaard, S. Bisgaard, 2005 .

Split-Plot Fractional Designs: Is Minimum Aberration Enough?

Murat Kulahci, José G. Ramírez, Randy Tobias, 2006 .

Analysis of Split-plot Designs with Mirror Image Pairs as Sub-plots

Murat Kulahci, John Tyssedal, 2005 .

Split-plot designs with mirror image pairs as sub-plots

Murat Kulahci, Søren Bisgaard, John Tyssedal, 2011 .

Switching-one-column follow-up experiments for Plackett-Burman designs

Murat Kulahci, Soren Bisgaard, S. Bisgaard, 2001 .

Designing fractional factorial split-plot experiments using integer programming

Murat Kulahci, Douglas C. Montgomery, Ahmet B. Keha, 2011 .

Experiments for Multi-Stage Processes

Murat Kulahci, John Tyssedal, M. Kulahci, 2015 .

Quality Quandaries: Studying Input-Output Relationships, Part II

Murat Kulahci, Søren Bisgaard, 2006 .