Murat Kulahci

Search results

• Active

  Predictive maintenance and the issues of unsupervised model validation, false positives, and use of domain knowledge in machine learning models for many different power plant components

  Hansen, H. H., Kulahci, M., Nielsen, B. F. & Mühlich, O.

  01/03/2021 → 29/02/2024

  Project: PhD

• Multiphysics modelling of polymer based additive manufacturing technologies

  Yeh, H., Hattel, J. H., Kulahci, M., Pedersen, D. B. & Bayat, M.

  01/02/2021 → 31/01/2024

  Project: PhD

• Data Analytics in Production

  Cacciarelli, D., Kulahci, M. & Tyssedal, J.

  01/11/2020 → 31/10/2023

  Project: PhD

• Diagnosis and Modularization in Maintenance

  Ge, J., Mortensen, N. H. & Kulahci, M.

  01/09/2020 → 31/10/2023

  Project: PhD

• Production Analytics for a novel additive manufacturing system

  Rotari, M., Kulahci, M., Hattel, J. H. & Pedersen, D. B.

  01/09/2020 → 31/08/2023

  Project: PhD

• Advanced Process Models for Analysis and Process Control of Continuous Casting of Iron

  Chawla, A., Tiedje, N. S., Kulahci, M., Spangenberg, J. & Pedersen, K. B.

  01/02/2020 → 30/04/2023

  Project: PhD

• Finished

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

  Andersen, A. R., Andersen, J. F., Nielsen, B. F. & Kulahci, M.

  01/10/2019 → 01/08/2021

  Project: Research

• Humidity robustness of Electronic Devices: PCBA Failure Risk Prediction based on probabilistic approach

  Bahrebar, S., Ambat, R., Jellesen, M. S. & Kulahci, M.

  01/05/2019 → 31/07/2022

  Project: PhD

  • Electronics 100%
  • Failure (Mechanical) 29%
  • Predictive Analytics 25%
  • Surfaces 18%
  • Leakage Current 14%

• Model-based Process Surveillance and Optimization for Fault Detection and Diagnosis

  Rønsch, G. Ø., Kulahci, M., Sommer, A. F., Stage, H. M., Clemmensen, L. K. H., Madsen, O. & Does, R. J. M. M.

  01/03/2019 → 28/02/2022

  Project: PhD

  • Utilization 100%
  • Datum 100%
  • Manufacturing 46%
  • Foci 33%
  • Paper 26%

• Stochastic Financial Models based on Matrix-Analytic Methods

  Larsen, N. S., Nielsen, B. F., Kulahci, M., Stockmarr, A., He, Q. & Hobolth, A.

  15/10/2018 → 14/04/2022

  Project: PhD

• Stochastic Models for Predictive Maintenance

  Andersen, J. F., Nielsen, B. F., Kulahci, M., Thygesen, U. H., Bekker, R. & Holst, K. K.

  Technical University of Denmark

  01/01/2018 → 08/04/2022

  Project: PhD

  • Condition-Based Maintenance 100%
  • Discretization 50%
  • Maintenance Activity 40%
  • Optimization 40%
  • Process Model 20%

• Data analysis methods for process understanding and improvement in injection moulding production

  Frumosu, F. D., Kulahci, M., Aanæs, H., Tosello, G., Clemmensen, L. K. H., Thyregod, P. & Riquelme, A. J. F.

  Forskningsrådsfinansiering

  01/10/2016 → 15/01/2020

  Project: PhD

  • Product Quality 100%
  • Quality Measure 50%
  • Product Manufacturing 33%
  • Classes 33%
  • Process Data 33%

• Advancing linear and non-linear mixed models in engineering science

  Jensen, S. P., Brockhoff, P. B., Kristensen, K., Kulahci, M., Clemmensen, L. K. H., Schlich, P. & Ekstrøm, C. T.

  Technical University of Denmark

  01/09/2015 → 14/01/2019

  Project: PhD

  • Analysis of Variance 100%
  • Multiplicative 42%
  • Variance Model 28%
  • Theses 23%
  • Linear Regression 19%

• Methods and tools for the statistical data analysis for large datasets collected from bio-based manufacturing processes

  Spooner, M. P., Kulahci, M., Ersbøll, B. K., Stockmarr, A., Palazoglu, A. N. & Skov, T. H.

  Forskningsrådsfinansiering

  01/06/2015 → 30/09/2018

  Project: PhD

  • Time 100%
  • Warping 92%
  • Procedure 84%
  • Batch Process 61%
  • Prediction 38%

• INTELLISWITCH: Intelligent Quality Assessment of Railway Switches and Crossings

  Juul Jensen, D., Galeazzi, R., Blanke, M., Hansen, S., Barkhordari, P., Asadzadeh, S. M., Santos, I., Tejada, A. D. M., Danielsen, H. K., Dhar, S., Ersbøll, B. K., Kulahci, M., Thyregod, C. & Hovad, E.

  Innovationsfonden

  01/03/2015 → 28/02/2019

  Project: Research

  • Railway 100%
  • Performance Indicator 50%
  • Reliability 50%
  • Models 50%
  • Sensor 50%

• Sensometrics: Multivariate analysis and mapping of sensory and consumer data

  Belmonte, F., Brockhoff, P. B., Christensen, R. H. B., Kulahci, M., Giacalone, D. & Næs, T.

  Technical University of Denmark

  15/09/2013 → 14/11/2018

  Project: PhD

  • Datum 100%
  • Consumer 80%
  • Industry 30%
  • Variation 30%
  • Model 30%

• Characterization of absorption enhancers for orally administered therapeutic peptides in tablet formulations - applying statistical learning

  Welling, S. H., Brockhoff, P. B., Clemmensen, L. K. H., Hovgaard, L., Refsgaard, H., Kulahci, M., Arvastson, L. J., Genuer, R. & Buckley, S. T.

  ErhvervsPhD-ordningen VTU

  01/05/2013 → 30/09/2016

  Project: PhD

  • Insulin 100%
  • Tablet 80%
  • Penetration Enhancing Agent 60%
  • Dissolution 40%
  • Enzyme 20%

• Engineering Strategies for improving the convenience food production- industry Case

  Pedersen, S. J., Frosch, S., Kulahci, M., Geoffrey Vining, G., Jørgensen, B. M., Christensen, L. B. & Vanhatalo, E.

  Technical University of Denmark

  15/11/2012 → 21/04/2016

  Project: PhD

  • Quality 100%
  • Experiment Design 62%
  • Experimental Design 62%
  • Utilization 37%
  • Thesis 37%

• Monitoring Animal Wellbeing

  Gronskyte, R., Kulahci, M., Clemmensen, L. K. H., Hviid, M. S., Ersbøll, B. K., Bergquist, B. & Christensen, L. B.

  Institut, samfinansiering

  15/12/2011 → 31/03/2016

  Project: PhD

  • Pig 100%

• Modeling and Forecasting for Optimal Participation of Renewable Energy in Deregulated Energy Markets

  Jónsson, T., Pinson, P., Nielsen, T. S., Kulahci, M., McSharry, P. E., Meibom, P. & Poulsen, N. K.

  ErhvervsPhD-ordningen VTU

  01/11/2008 → 24/08/2012

  Project: PhD

  • Wind Power 100%
  • Markets 66%
  • Electricity Market 66%
  • Market 55%
  • Theses 44%

• Statistical design and analysis of animal experiments

  Hansen, M. K., Kulahci, M., Brockhoff, P. B., Dehlendorff, C. & Geoffrey Vining, G.

  Technical University of Denmark

  15/09/2008 → 25/09/2014

  Project: PhD

  • Error Rate 100%
  • Summary Statistic 66%
  • Statistical Analysis 44%
  • Regression Model 33%
  • Closed Form 22%

• Analysis and Modelling of Chain Data

  Kotwa, E. K., Brockhoff, P. B., Kulahci, M., Westad, F. O. & Rinnan, Å.

  Globaliseringsmidler

  01/10/2007 → 05/09/2014

  Project: PhD

  • Procedure 100%
  • Analytical Method 77%
  • Analysis 55%
  • Chemometrics 44%
  • Partial Least Squares Regression 33%

• Design of computer experiments

  Dehlendorff, C., Andersen, K. K., Kulahci, M., Nielsen, B. F., Lophaven, S. N. & Tyssedal, J.

  DTU stipendium

  01/03/2007 → 08/12/2010

  Project: PhD

  • Simulation Mode 100%
  • Simulation Model 85%
  • Computer Model 57%
  • Design 57%
  • Computer 57%

• Proceskapabilitet fra et industrielt perspektiv

  Windfeldt, G. B., Kulahci, M., Castagliola, P., Thyregod, P., Rootzén, H. & Hartvig, N. V.

  ErhvervsPhD-ordningen VTU

  01/10/2005 → 30/09/2010

  Project: PhD

  • Missing Value 100%
  • Samples 100%
  • Estimated Probability 50%
  • Diagnostic Plot 50%
  • Statistical Model 50%