Marco Grochowski, M.Sc. RWTH

Kontakt

Wissenschaftlicher Mitarbeiter

Tel. +49 241 80 21155
Fax +49 241 80 21150


Email: grochowski[at]embedded[dot]rwth-aachen[dot]de

Adresse: Ahornstr. 55, 52074 Aachen, Germany
Büro: Raum 2320 (Gebäude H)

Fachausschüsse

Sprechstunde

Nach Vereinbarung.

Forschung

Meine Forschung führt die Gebiete des maschinellen Lernens, der funktionalen Sicherheit und Systemzuverlässigkeit und der Überprüfung sicherheitskritischer eingebetteter Systeme zusammen. Es sollen bewährte Werkzeuge wie auch neue Techniken, auf die aus den aufsteigenden Technologien im Zuge des Internet der Produktion resultierenden Probleme, angewendet werden.

Abgeschlossene Abschlussarbeiten

Lehre

Veröffentlichungen


Publikations-Export
[GVK22]
Grochowski, M., Völker, M., and Kowalewski, S., "Test Suite Augmentation for Reconfigurable PLC Software in the Internet of Production", in Proc. Formal Methods for Industrial Critical Systems : 27th International Conference, FMICS 2022, Warsaw, Poland, September 14–15, 2022, Proceedings / edited by Jan Friso Groote, Marieke Huisman, Cham, 2022 in Lecture notes in computer science, Springer, pp. 137-154.

Test Suite Augmentation for Reconfigurable PLC Software in the Internet of Production

Bibtex entry :

@inproceedings {  GVK22,
	author = { Grochowski, Marco and V{\"o}lker, Marcus and Kowalewski,
		Stefan },
	title = { Test Suite Augmentation for Reconfigurable PLC Software in
		the Internet of Production },
	booktitle = { Formal Methods for Industrial Critical Systems : 27th
		International Conference, FMICS 2022, Warsaw, Poland,
		September 14–15, 2022, Proceedings / edited by Jan Friso
		Groote, Marieke Huisman },
	publisher = { Springer },
	pages = { 137-154 },
	series = { Lecture notes in computer science },
	year = { 2022 },
	address = { Cham },
	organization = { 27. International Conference Formal Methods for Industrial
		Critical Systems, Warsaw (Poland), 2022-09-14 - 2022-09-15 },
	doi = { 10.1007/978-3-031-15008-1_10 },
	typ = { PUB:(DE-HGF)7 },
	reportid = { RWTH-2022-09029 },
	cin = { 122810 / 080067 / 120000 },
	url = { http://publications.rwth-aachen.de/record/853704 },
	i11key = { WS-A.III - Functional Perspective (X080067-WS-A.III) },
}
[GVK22a]
Grochowski, M., Völker, M., and Kowalewski, S., "Automatic Test Suite Generation for PLC Software in the Internet of Production", in Proc. 2022 27th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), [Piscataway, NJ], 2022, IEEE, p. 8.

Automatic Test Suite Generation for PLC Software in the Internet of Production

Bibtex entry :

@inproceedings {  GVK22a,
	author = { Grochowski, Marco and V{\"o}lker, Marcus and Kowalewski,
		Stefan },
	title = { Automatic Test Suite Generation for PLC Software in the
		Internet of Production },
	booktitle = { 2022 27th IEEE International Conference on Emerging
		Technologies and Factory Automation (ETFA) },
	publisher = { IEEE },
	pages = { 8 Seiten },
	year = { 2022 },
	address = { [Piscataway, NJ] },
	organization = { 27. International Conference on Emerging Technologies and
		Factory Automation, Stuttgart (Germany), 2022-09-06 -
		2022-09-09 },
	doi = { 10.1109/ETFA52439.2022.9921726 },
	typ = { PUB:(DE-HGF)7 },
	reportid = { RWTH-2022-09915 },
	cin = { 122810 / 080067 / 120000 },
	url = { http://publications.rwth-aachen.de/record/854996 },
	i11key = { WS-A.III - Functional Perspective (X080067-WS-A.III) },
}
[BBG+20]
PDFBIB
Buchsbaum, M. S. K., Brecher, C., Grochowski, M., and Kowalewski, S., "Identifikation von Informationen zur Beschreibung der Systemgrenzen eines sicheren, cyber-physischen Automatisierungssystems", in Proc. Entwurf komplexer Automatisierungssysteme : EKA 2020 : Beschreibungsmittel, Methoden, Werkzeuge und Anwendungen : 16. Fachtagung mit Spezial-Workshop, Magdeburg, 2020, Institut für Automation und Kommunikation e.V. - An-Institut der Otto-von-Guericke-Universität Magdeburg, p. 10.

Identifikation von Informationen zur Beschreibung der Systemgrenzen eines sicheren, cyber-physischen Automatisierungssystems

Bibtex entry :

@inproceedings {  BBG+20,
	author = { Buchsbaum, Melanie Sarah Katharina and Brecher, Christian
		and Grochowski, Marco and Kowalewski, Stefan },
	title = { Identifikation von Informationen zur Beschreibung der
		Systemgrenzen eines sicheren, cyber-physischen
		Automatisierungssystems },
	booktitle = { Entwurf komplexer Automatisierungssysteme : EKA 2020 :
		Beschreibungsmittel, Methoden, Werkzeuge und Anwendungen :
		16. Fachtagung mit Spezial-Workshop },
	publisher = { Institut f{\"u}r Automation und Kommunikation e.V. -
		An-Institut der Otto-von-Guericke-Universit{\"a}t Magdeburg },
	pages = { 10 Seiten },
	year = { 2020 },
	address = { Magdeburg },
	organization = { 16. Fachtagung EKA-Entwurf komplexer
		Automatisierungssysteme, cancelled },
	typ = { PUB:(DE-HGF)7 },
	reportid = { RWTH-2020-05987 },
	cin = { 417200 / 417310 / 080067 / 122810 / 120000 },
}
[GKB+20]
PDFBIB
Grochowski, M., Kowalewski, S., Buchsbaum, M. S. K., and Brecher, C., "Befähigung der Testautomatisierung für ein cyber-physisches Produktionssystem", in Proc. Entwurf komplexer Automatisierungssysteme : EKA 2020 : Beschreibungsmittel, Methoden, Werkzeuge und Anwendungen : 16. Fachtagung mit Spezial-Workshop, Magdeburg, 2020, Institut für Automation und Kommunikation e.V. - An-Institut der Otto-von-Guericke-Universität Magdeburg, p. 10.

Befähigung der Testautomatisierung für ein cyber-physisches Produktionssystem

Bibtex entry :

@inproceedings {  GKB+20,
	author = { Grochowski, Marco and Kowalewski, Stefan and Buchsbaum,
		Melanie Sarah Katharina and Brecher, Christian },
	title = { Bef{\"a}higung der Testautomatisierung f{\"u}r ein
		cyber-physisches Produktionssystem },
	booktitle = { Entwurf komplexer Automatisierungssysteme : EKA 2020 :
		Beschreibungsmittel, Methoden, Werkzeuge und Anwendungen :
		16. Fachtagung mit Spezial-Workshop },
	publisher = { Institut f{\"u}r Automation und Kommunikation e.V. -
		An-Institut der Otto-von-Guericke-Universit{\"a}t Magdeburg },
	pages = { 10 Seiten },
	year = { 2020 },
	address = { Magdeburg },
	organization = { 16. Fachtagung EKA-Entwurf komplexer
		Automatisierungssysteme, cancelled },
	typ = { PUB:(DE-HGF)7 },
	reportid = { RWTH-2020-05985 },
	cin = { 417200 / 417310 / 080067 / 122810 / 120000 },
	i11key = { WS-A.III - Functional Perspective (X080067-WS-A.III) },
}
[GSB+20]
PDFBIB
Grochowski, M., Simon, H., Bohlender, D., Kowalewski, S., Löcklin, A., Müller, T., Jazdi, N., Zeller, A., and Weyrich, M., "Formale Methoden für rekonfigurierbare cyber-physische Systeme in der Produktion", Automatisierungstechnik, vol. 68, iss. 1, pp. 3-14, 2020

Formale Methoden für rekonfigurierbare cyber-physische Systeme in der Produktion

Bibtex entry :

@article {  GSB+20,
	author = { Grochowski, Marco and Simon, Hendrik and Bohlender, Dimitri
		and Kowalewski, Stefan and L{\"o}cklin, Andreas and
		M{\"u}ller, Timo and Jazdi, Nasser and Zeller, Andreas and
		Weyrich, Michael },
	title = { Formale Methoden f{\"u}r rekonfigurierbare cyber-physische
		Systeme in der Produktion },
	journal = { Automatisierungstechnik },
	publisher = { De Gruyter },
	pages = { 3-14 },
	volume = { 68 },
	number = { 1 },
	year = { 2020 },
	address = { Berlin },
	issn = { 2196-677X },
	doi = { 10.1515/auto-2019-0115 },
	typ = { PUB:(DE-HGF)16 },
	reportid = { RWTH-2019-12214 },
	cin = { 122810 / 120000 },
}
[KGE+20]
König, G., Grochowski, M., Eckert, M., Jakobczak, F., Stollenwerk, J., Kowalewski, S., and Loosen, P., "Apparat zur automatisierten Justage optischer Systeme", DGaO-Proceedings, vol. 2020, 2020

Apparat zur automatisierten Justage optischer Systeme

Bibtex entry :

@article {  KGE+20,
	author = { K{\"o}nig, Georg and Grochowski, Marco and Eckert, Marvin
		and Jakobczak, F. and Stollenwerk, Jochen and Kowalewski, S.
		and Loosen, Peter },
	title = { Apparat zur automatisierten Justage optischer Systeme },
	journal = { DGaO-Proceedings },
	volume = { 2020 },
	year = { 2020 },
	address = { Erlangen-N{\"u}rnberg: Dt. Gesellschaft f{\"u}r angewandte
		Optik },
	issn = { 1614-8436 },
	organization = { 121. Jahrestagung der deutschen Gesellschaft f{\"u}r
		angewandte Optik, Bremen (Germany), 2020-06-02 - 2020-06-06 },
	typ = { PUB:(DE-HGF)16 },
	reportid = { RWTH-2020-08983 },
	cin = { 418910 / 080067 / 122810 / 120000 },
	url = { http://www.dgao-proceedings.de },
	i11key = { WS-C.II - Enablers and Tools (X080067-WS-C.II) },
}
[GKB+19]
Grochowski, M., Kowalewski, S., Buchsbaum, M. S. K., and Brecher, C., "Applying Runtime Monitoring to the Industrial Internet of Things", in Proc. 2019 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) : Paraninfo Building, University of Zaragoza, Zaragoza, Spain, 10-13 September, 2019 : proceedings / organized by: University of Zaragoza, Spain ; sponsored by: the Institute of Electrical and Electronics Engineers (IEEE), IEEE Industrial Electronics Society (IES), Aragón Institute for Engineering Research (I3A), Spain, Piscataway, NJ, 2019, IEEE.

Applying Runtime Monitoring to the Industrial Internet of Things

Bibtex entry :

@inproceedings {  GKB+19,
	author = { Grochowski, Marco and Kowalewski, Stefan and Buchsbaum,
		Melanie Sarah Katharina and Brecher, Christian },
	title = { Applying Runtime Monitoring to the Industrial Internet of
		Things },
	booktitle = { 2019 24th IEEE International Conference on Emerging
		Technologies and Factory Automation (ETFA) : Paraninfo
		Building, University of Zaragoza, Zaragoza, Spain, 10-13
		September, 2019 : proceedings / organized by: University of
		Zaragoza, Spain ; sponsored by: the Institute of Electrical
		and Electronics Engineers (IEEE), IEEE Industrial
		Electronics Society (IES), Aragón Institute for Engineering
		Research (I3A), Spain },
	publisher = { IEEE },
	year = { 2019 },
	address = { Piscataway, NJ },
	organization = { 24. IEEE International Conference on Emerging Technologies
		and Factory Automation, Zaragoza (Spain), 2019-09-10 -
		2019-09-13 },
	doi = { 10.1109/ETFA.2019.8869447 },
	typ = { PUB:(DE-HGF)7 },
	reportid = { RWTH-2019-09795 },
	cin = { 122810 / 080067 / 417200 / 120000 / 417310 },
	url = { http://publications.rwth-aachen.de/record/770889/files/770889.pdf },
	i11key = { WS-A.III - Functional Perspective (X080067-WS-A.III) },
}
[GKB+19a]
Grochowski, M., Kowalewski, S., Buchsbaum, M. S. K., and Brecher, C., "Applying Passive Testing to an Industrial Internet of Things Plant", in Proc. VALID 2019 : the Eleventh International Conference on Advances in System Testing and Validation Lifecycle : November 24-28, 2019, Valencia, Spain / IARIA ; VALID 2019 editors: Jos van Rooyen (Identify - Software Quality Services, the Netherlands), Samuele Buro (University of Verona, Italy), Marco Campion (University of Verona, Italy), Michele Pasqua (University of Verona, Italy), [Wilmington, DE, USA], 2019, IARIA, pp. 31-37.

Applying Passive Testing to an Industrial Internet of Things Plant

Bibtex entry :

@inproceedings {  GKB+19a,
	author = { Grochowski, Marco and Kowalewski, Stefan and Buchsbaum,
		Melanie Sarah Katharina and Brecher, Christian },
	title = { Applying Passive Testing to an Industrial Internet of Things
		Plant },
	booktitle = { VALID 2019 : the Eleventh International Conference on
		Advances in System Testing and Validation Lifecycle :
		November 24-28, 2019, Valencia, Spain / IARIA ; VALID 2019
		editors: Jos van Rooyen (Identify - Software Quality
		Services, the Netherlands), Samuele Buro (University of
		Verona, Italy), Marco Campion (University of Verona, Italy),
		Michele Pasqua (University of Verona, Italy) },
	publisher = { IARIA },
	pages = { 31-37 },
	year = { 2019 },
	address = { [Wilmington, DE, USA] },
	organization = { VALID 2019, The Eleventh International Conference on
		Advances in System Testing and Validation Lifecycle,
		Valencia (Spain), 2019-11-24 - 2019-11-28 },
	typ = { PUB:(DE-HGF)7 },
	reportid = { RWTH-2019-11004 },
	cin = { 122810 / 417200 / 080067 / 120000 / 417310 },
	url = { http://thinkmind.org/index.php?view=article&articleid=valid_2019_2_30_40023 },
	i11key = { WS-A.III - Functional Perspective (X080067-WS-A.III) },
}
[GSA+18]
Grochowski, M., Schweigler, M., Alrifaee, B., and Kowalewski, S., "A GPS-aided Inertial Navigation System for Vehicular Navigation using a Smartphone", IFAC-PapersOnLine, vol. 51, iss. 10, pp. 121-126, 2018

A GPS-aided Inertial Navigation System for Vehicular Navigation using a Smartphone

Bibtex entry :

@article {  GSA+18,
	author = { Grochowski, Marco and Schweigler, Martin and Alrifaee,
		Bassam and Kowalewski, Stefan },
	title = { A GPS-aided Inertial Navigation System for Vehicular
		Navigation using a Smartphone },
	journal = { IFAC-PapersOnLine },
	pages = { 121-126 },
	volume = { 51 },
	number = { 10 },
	year = { 2018 },
	address = { Laxenburg },
	issn = { 2405-8963 },
	organization = { 3. IFAC Conference on Embedded Systems, Computational
		Intelligence and Telematics in Control, Farod (Portugal),
		2018-06-06 - 2018-06-08 },
	doi = { 10.1016/j.ifacol.2018.06.247 },
	typ = { PUB:(DE-HGF)16 },
	reportid = { RWTH-2018-227583 },
	cin = { 122810 / 120000 },
	url = { http://publications.rwth-aachen.de/record/731577 },
}
[SGT+18]
Schweigler, M., Grochowski, M., Tamrakar, S., and Kowalewski, S., "Ground Surface Pattern Recognition with Hidden Markov Models for Low Cost Positioning Improvement", in Proc. 8th International Conference on Pattern Recognition Systems (ICPRS 2017) : 11-13 July 2017, [Stevenage], 2018, IET, pp. 1-6.

Ground Surface Pattern Recognition with Hidden Markov Models for Low Cost Positioning Improvement

Bibtex entry :

@inproceedings {  SGT+18,
	author = { Schweigler, Martin and Grochowski, Marco and Tamrakar, Sujan
		and Kowalewski, Stefan },
	title = { Ground Surface Pattern Recognition with Hidden Markov Models
		for Low Cost Positioning Improvement },
	booktitle = { 8th International Conference on Pattern Recognition Systems
		(ICPRS 2017) : 11-13 July 2017 },
	publisher = { IET },
	pages = { 1-6 },
	year = { 2018 },
	address = { [Stevenage] },
	organization = { 8. International Conference of Pattern Recognition Systems,
		Madrid (Spain), 2017-07-11 - 2017-07-13 },
	doi = { 10.1049/cp.2017.0166 },
	typ = { PUB:(DE-HGF)7 },
	reportid = { RWTH-CONV-236283 },
	cin = { 122810 / 120000 },
	url = { http://publications.rwth-aachen.de/record/752258 },
}
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