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Persoonlijk profiel


“Most companies have a lot of data and it is critical for them to know how to use it. My work is on developing mathematical models to integrate real-world data with operational decision making.”

Research profile

Alp Akcay is an assistant professor in the Operations, Planning, Accounting and Control (OPAC) group at Eindhoven University of Technology.  His research interests include statistical decision making under uncertainty, simulation design and analysis, and approximate dynamic programming with applications in manufacturing, maintenance, and supply chain management. He is a core-team member of the smart maintenance and manufacturing research program at Data Science Center Eindhoven.

Academic background

Alp Akcay received his PhD in Operations Management from the Tepper School of Business at Carnegie Mellon University (2013). The title of his PhD dissertation is “Statistical Estimation Problems in Inventory Control.” Dr. Akcay holds an MSc in Industrial Engineering from Sabanci University (2008) and a BSc in Mechanical Engineering from Boğaziçi University (2006). Prior to joining TU Eindhoven, dr. Akcay has worked as an assistant professor at Bilkent University (2013-2015).

Affiliated with

Member of INFORMS, MSOM (Manufacturing and Service Operations) Society, and I-SIM (Informs Simulation Society).

Partners in (semi-)industry

Philips Consumer Lifestyle, Philips Healthcare, Nexperia, Validaide, OrangeGames.

Opleiding / Academische kwalificatie

Carnegie Mellon University

Vingerafdruk Duik in de onderzoeksthema's waar Alp E. Akçay actief is. Deze onderwerplabels komen voort uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.

Semiconductor materials Engineering en materiaalwetenschappen
Planning Engineering en materiaalwetenschappen
Scheduling Engineering en materiaalwetenschappen
Random variables Engineering en materiaalwetenschappen
Assembly Line Rekenkunde
Unknown Inputs Rekenkunde
Experiments Engineering en materiaalwetenschappen
Optimization Rekenkunde

Netwerk Recente externe samenwerking op landenniveau. Duik in de details door op de stippen te klikken.

Projecten 2015 2019

Data Analytics for Trade Lane Risk Assessments and Control (DARA)

Jansen, R., Jansen, R., Akçay, A. E., Akçay, A. E., Benckhuijsen - Mertens, P., Zhang, Y. & Faghih Roohi, S.


Project: Onderzoek direct

MANTIS (662189 ECSEL-2014-1) Cyber Physical System based Proactive Collaborative Maintenance

van Houtum, G., Sartorius - ter Haar, M., Jansen, R., Jansen, R., Akçay, A. E., Akçay, A. E. & Xiao, G.


Project: Onderzoek direct

Onderzoeksoutput 2011 2020

13 Downloads (Pure)

Remaining useful lifetime prediction via deep domain adaptation

da Costa, P. R. D. O., Akçay, A., Zhang, Y. & Kaymak, U., 1 mrt 2020, In : Reliability Engineering and System Safety. 195, 13 blz., 106682.

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

Open Access
Neural networks
Condition monitoring

The benefits of state aggregation with extreme-point weighting for assemble-to-order systems

Nadar, E., Akcay, A., Akan, M. & Scheller-Wolf, A., 1 jul 2018, In : Operations Research. 66, 4, blz. 1040-1057 18 blz.

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

Order systems
Cost functions
1 Citaat (Scopus)
29 Downloads (Pure)

Input uncertainty in stochastic simulations in the presence of dependent discrete input variables

Akcay, A. & Biller, B., 2018, In : Journal of Simulation. 12, 4, blz. 295-306

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

Open Access
Stochastic Simulation
Correlation Matrix
Credible Interval
3 Citaties (Scopus)
4 Downloads (Pure)

Simulation of inventory systems with unknown input models: a data-driven approach

Akcay, A. & Corlu, C. G., 2017, In : International Journal of Production Research. 55, 19, blz. 5826-5840

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

Inventory systems
Random variables
Probability distributions
Distribution functions
21 Citaties (Scopus)
17 Downloads (Pure)

Improved inventory targets in the presence of limited historical demand data

Akcay, A., Biller, B. & Tayur, S., 18 feb 2011, In : Manufacturing & Service Operations Management. 13, 3, blz. 297-309 14 blz.

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

Activiteiten 2018 2018

  • 1 Genodigd spreker

Research trends in smart maintenance: Data, models, and decisions.

Alp E. Akçay (Spreker)
21 nov 2018

Activiteit: Types gesprekken of presentatiesGenodigd sprekerProfessioneel


Manufacturing Technology

1/09/16 → …



A data-driven decision support model for planned maintenance reduction in healthcare

Auteur: van Lohuizen, T., 30 nov 2018

Begeleider: Akcay, A. (Afstudeerdocent 1) & van Jaarsveld, W. (Afstudeerdocent 2)

Scriptie/masterproef: Master


A data driven inventory decision model for the early life cycle of product offerings in an e-tail environment

Auteur: van Bussel, J., 31 aug 2017

Begeleider: Akçay, A. (Afstudeerdocent 1), Mutlu, N. (Afstudeerdocent 2) & van Jaarsveld, W. (Afstudeerdocent 2)

Scriptie/masterproef: Master


A framework and implementation - data-driven maintenance modeling

Auteur: Wassenaar, J., 27 sep 2019

Begeleider: Akcay, A. (Afstudeerdocent 1) & Dijkman, R. (Afstudeerdocent 2)

Scriptie/masterproef: Master


A matheuristic for scheduling automated guided vehicles in a multi-tenant setting

Auteur: Singh, N., 30 aug 2019

Begeleider: Akcay, A. (Afstudeerdocent 1), Dang, Q. (Afstudeerdocent 2) & Adan, I. (Afstudeerdocent 2)

Scriptie/masterproef: Master


Ambient temperature prediction of pharmaceutical air freight

Auteur: Terpstra, B., 28 feb 2019

Begeleider: Zhang, Y. (Afstudeerdocent 1) & Akcay, A. (Afstudeerdocent 2)

Scriptie/masterproef: Master