Als u wijzigingen in Pure hebt gemaakt, zullen deze hier binnenkort zichtbaar zijn.

Persoonlijk profiel

Research profile

Alessandro Di Bucchianico is an Associate Professor of Statistics in the Department of Mathematics and Computer Science at Eindhoven University of Technology (TU/e). He is specialized in industrial statistics, statistical process control, reliability analyses, statistical computing, statistical software R and rare event simulation. 

Alessandro’s main research interests are Statistical Process Control  (SPC), (control charts for specific alternative hypotheses and foundations of SPC in view of big data challenges), Condition Based Maintenance (integration of SPC monitoring procedures with predictive maintenance and data pooling in view of big data challenges), Reliability Theory (correct inference for software reliability models and test plans for reliability testing) and the importance of sampling applications to semiconductor production problems. He is also highly active in the field of statistical education and statistical computing, especially use of R in industrial context and literate reporting.  

In particular, Alessandro likes to explore the relations between his research topics and address the challenges and opportunities offered by the Big Data revolution. In the teaching of his data analysis courses he tries to emphasize the use of teaching software (e.g. Statlab), reproducible research, and to link the scientific method with data analysis.

Academic background

Alessandro Di Bucchianico obtained his PhD in Mathematics from the University of Groningen and an MSc in Mathematics from the University of Amsterdam. He has held positions as TU/e External Collaboration officer, acquiring and managing research projects with external partners, both from industry and academia, as well as TU/e program manager for the strategic cooperation on data science with the Philips company.

As Knowledge Transfer Officer within the centre Mathematics for Industrial Innovation, he was responsible for maintaining and extending the contacts with external parties (companies, government). He has also been Deputy Head of LIME (Laboratory for Industrial Mathematics Eindhoven), the consultancy group within the Department of Mathematics of the Eindhoven University of Technology. He has also been Coordinator Applications of Statistics / Industrial Statistics program at European research institute EURANDOM.

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

Importance sampling Engineering en materiaalwetenschappen
Data storage equipment Engineering en materiaalwetenschappen
Sampling Engineering en materiaalwetenschappen
Static random access storage Engineering en materiaalwetenschappen
Statistics Engineering en materiaalwetenschappen
Wind turbines Engineering en materiaalwetenschappen
Light emitting diodes Engineering en materiaalwetenschappen
Electric grounding Engineering en materiaalwetenschappen

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

Onderzoeksoutput 1994 2019

2 Downloads (Pure)

Data-driven online monitoring of wind turbines

Kenbeek, T., Kapodistria, S. & Di Bucchianico, A., 12 mrt 2019, Proceedings of the 12th EAI International Conference on Performance Evaluation Methodologies and Tools, VALUETOOLS 2019. Association for Computing Machinery, Inc, blz. 143-150 8 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Wind turbines
Monitoring
Statistical process control
Regression analysis
Sensors
7 Citaties (Scopus)

Quantified insights into LED variability

Bornoff, R., Mérelle, T., Sari, J., Di Bucchianico, A. & Farkas, G., 27 dec 2018, THERMINIC 2018 - 24th International Workshop on Thermal Investigations of ICs and Systems, Proceedings. Piscataway: Institute of Electrical and Electronics Engineers, 6 blz. 8593315

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Light emitting diodes
light emitting diodes
Heat resistance
thermal resistance
Lighting

Data-driven online monitoring of wind turbines

Kenbeek, T., Kapodistria, S. & Di Bucchianico, A., 2017, In : arXiv. 1702.05047.

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademic

Open Access
Bestand
Wind turbines
Monitoring
Statistical process control
Sensors
2 Citaties (Scopus)

Delphi4LED: LED measurements and variability analysis

Sari, J. K., Mérelle, T., Di Bucchianico, A. & Dan, B., 21 dec 2017, THERMINIC 2017 - 23rd International Workshop on Thermal Investigations of ICs and Systems. Institute of Electrical and Electronics Engineers, Vol. 2017-January. blz. 1-6 6 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Solid-state Lighting
Light emitting diodes
Manufacturing
Industry
Optical Measurement
42 Downloads (Pure)
Open Access
Bestand
Replacement Policy
Railroad tracks
Optimal Policy
Railroad
Replacement

Activiteiten 2009 2016

  • 4 Workshop, seminar, cursus of expositie
  • 4 Aangemelde presentatie
  • 1 Congres
  • 1 Redactioneel werk

Data Driven Operations Management

Alessandro Di Bucchianico (Deelnemer)
24 okt 201626 okt 2016

Activiteit: Types deelname aan of organisatie van een evenementWorkshop, seminar, cursus of expositieWetenschappelijk

Computational Sciences for Future Energy 2016

Alessandro Di Bucchianico (Deelnemer)
11 okt 2016

Activiteit: Types deelname aan of organisatie van een evenementCongresWetenschappelijk

ENBIS-16

Alessandro Di Bucchianico (Spreker)
11 sep 201614 sep 2016

Activiteit: Types gesprekken of presentatiesAangemelde presentatieWetenschappelijk

DSSC Seminar: Developments in Monitoring Dynamic Data

Alessandro Di Bucchianico (Spreker)
5 jul 2016

Activiteit: Types gesprekken of presentatiesAangemelde presentatieWetenschappelijk

NAP Studium Generale “Big Data, Big Opportunities!”

Alessandro Di Bucchianico (Deelnemer)
10 mrt 2016

Activiteit: Types deelname aan of organisatie van een evenementWorkshop, seminar, cursus of expositieWetenschappelijk

Cursussen

Data analytics for engineers

1/09/17 → …

Cursus

Data Science research methods

1/09/15 → …

Cursus

Lineaire statistische modellen

1/09/13 → …

Cursus

Mathematische statistiek

1/09/14 → …

Cursus

Scriptie

Advanced regression methods for energy signatures of buildings

Auteur: Xie, J., 19 dec 2016

Begeleider: Di Bucchianico, A. (Afstudeerdocent 1), Elkhuizen, S. (Afstudeerdocent 2) & Keune, A. (Externe persoon) (Externe coach)

Scriptie/masterproef: Master

Bestand

A mixed effects model for analysis of experimental variation in cDNA microarrays

Auteur: Mackus, W., 31 aug 2004

Begeleider: Di Bucchianico, A. (Afstudeerdocent 1) & van de Wiel, M. (Afstudeerdocent 2)

Scriptie/masterproef: Master

Bestand

Analyzing various estimation techniques for software reliability growth models

Auteur: Ruiter, K., 14 aug 2018

Begeleider: Di Bucchianico, A. (Afstudeerdocent 1)

Scriptie/masterproef: Bachelor

Bestand

A statistical model to describe the spread of wafer lenses

Auteur: Figueroa Burbano, Y., 31 aug 2011

Begeleider: Di Bucchianico, A. (Afstudeerdocent 1), Wolterink, E. M. (Externe persoon) (Externe coach) & van Loenen, B. (Externe persoon) (Externe coach)

Scriptie/masterproef: Master

Bestand

Change detection in system parameters of lithography machines

Auteur: van Stijn, M., 31 aug 2018

Begeleider: Di Bucchianico, A. (Afstudeerdocent 1), Schepens, S. (Externe persoon) (Externe coach) & Troisi, L. (Externe persoon) (Externe coach)

Scriptie/masterproef: Master

Bestand