• United Kingdom

Accepting PhD Students

20082020

Research output per year

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Research Output

2020

A novel, data-driven heuristic framework for vessel weather routing

Gkerekos, C. & Lazakis, I., 1 Feb 2020, In : Ocean Engineering. 197, 10 p., 106887.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Application of NARX neural network for predicting marine engine performance parameters

Raptodimos, Y. & Lazakis, I., 20 Apr 2020, In : Ships and Offshore Structures . 15, 4, p. 443-452 10 p.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)
6 Downloads (Pure)

Machine learning and data-driven fault detection for ship systems operations

Cheliotis, M., Lazakis, I. & Theotokatos, G., 15 Aug 2020, (Accepted/In press) In : Ocean Engineering. 32 p.

Research output: Contribution to journalArticle

2019
Open Access
File
2 Downloads (Pure)
Open Access
File
140 Downloads (Pure)

A systematic review of transferable solution options for the environmental impacts of tidal lagoons

Elliott, K., C.M. Smith, H., Moore, F., van der Weijde, A. H. & Lazakis, I., 31 Jan 2019, In : Marine Policy. 99, p. 190-200 11 p.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
9 Downloads (Pure)

Dynamic predictive reliability assessment of ship systems

Dikis, K. & Lazakis, I., 13 Mar 2019, In : International Journal of Naval Architecture and Ocean Engineering. 13 p.

Research output: Contribution to journalArticle

Open Access
File
19 Downloads (Pure)
Open Access
File
7 Citations (Scopus)
14 Downloads (Pure)
Open Access
File
5 Citations (Scopus)
1 Downloads (Pure)
2018
Open Access
File
15 Citations (Scopus)
46 Downloads (Pure)

Environmental interactions of tidal lagoons: a comparison of industry perspectives

Elliott, K., Smith, H. C. M., Moore, F., van der Weijde, A. H. & Lazakis, I., 30 Apr 2018, In : Renewable Energy. 119, p. 309-319 11 p.

Research output: Contribution to journalArticle

Open Access
File
4 Citations (Scopus)
21 Downloads (Pure)

Exploiting machine learning for ship systems anomaly detection and healthiness forecasting

Gkerekos, C., Lazakis, I. & Theotokatos, G., 23 Jan 2018, Proceedings of the 2018 Smart Ship Technology Conference. London: Royal Institution of Naval Architects, 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

1 Citation (Scopus)

Implementing unsupervised learning algorithm for marine engine data clustering applications

Raptodimos, Y. & Lazakis, I., 24 Jan 2018, Proceedings of the 2018 Smart Ship Technology Conference. London: Royal Institution of Naval Architects, 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Leveraging big data for fuel oil consumption modelling

Gkerekos, C., Lazakis, I. & Papageorgiou, S., 8 May 2018, 17th Conference on Computer and IT Applications in the Maritime Industries. Hamburg, p. 144-152 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
24 Downloads (Pure)
Open Access
File
18 Citations (Scopus)
14 Downloads (Pure)
Open Access
File
56 Downloads (Pure)

Operations Research & Information Science in e-Maritime

Coustas, J., Varelas, T., Theodosiou, D., Lazakis, I. & Archontaki, S., 1 Feb 2018, Athens. 226 p.

Research output: Book/ReportBook

Predicting ship machinery system condition through analytical reliability tools and artificial neural networks

Lazakis, I., Raptodimos, Y. & Varelas, T., 15 Mar 2018, In : Ocean Engineering. 152, p. 404-415 12 p.

Research output: Contribution to journalArticle

Open Access
File
19 Citations (Scopus)
12 Downloads (Pure)

Report of ISSC Committee IV.2: design methods

Lazakis, I., Bronsart, R., Caprace, J-D., Chen, Y., Georgiev, P., Ilnitskiy, I., Moro, L., Prebeg, P., Mendonça Santos, J., Sekulski, Z., Sicchiero, M., Sielski, R., Tang, W., Toyoda, M. & Varela, J., 9 Jul 2018, Proceedings of the 20th International Ship and Offshore Structures Congress. p. 609-708 100 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Ship machinery fuzzy condition based maintenance

Cheliotis, M. & Lazakis, I., 23 Jan 2018, Proceedings of the 2018 Smart Ship Technology Conference. London: Royal Institution of Naval Architects, 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

1 Citation (Scopus)

Using artificial neural network-self-organising map for data clustering of marine engine condition monitoring applications

Raptodimos, Y. & Lazakis, I., 14 Mar 2018, In : Ships and Offshore Structures . 13, 6, p. 649-656 8 p.

Research output: Contribution to journalArticle

Open Access
File
13 Citations (Scopus)
26 Downloads (Pure)
2017

An intelligent system for vessels structural reliability evaluation

Michala, A. L., Barltrop, N., Amirafshari, P., Lazakis, I. & Theotokatos, G., 16 Oct 2017, Life-Cycle of Engineering Systems: Emphasis on Sustainable Civil Infrastructure - 5th International Symposium on Life-Cycle Engineering, IALCCE 2016. Boca Raton, FL., p. 1891-1898 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Availability, operation & maintenance costs of offshore wind turbines with different drive train configurations

Carroll, J., McDonald, A., Dinwoodie, I., McMillan, D., Revie, M. & Lazakis, I., 28 Feb 2017, In : Wind Energy. 20, 2, p. 361-378 18 p.

Research output: Contribution to journalArticle

Open Access
File
1036 Downloads (Pure)

Availability, operation and maintenance costs of offshore wind turbines with different drive train configurations

Carroll, J., McDonald, A., Dinwoodie, I., McMillan, D., Revie, M. & Lazakis, I., 28 Feb 2017, In : Wind Energy. 20, 2, p. 361-378 18 p.

Research output: Contribution to journalArticle

Open Access
File
39 Citations (Scopus)
14 Downloads (Pure)

Fault tree analysis and artificial neural network modelling for establishing a predictive ship machinery maintenance methodology

Raptodimos, Y. & Lazakis, I., 24 Jan 2017, International Conference on Smart Ship Technology 2017. London: Royal Institution of Naval Architects, 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
31 Downloads (Pure)

Implementation of a self-learning algorithm for main engine condition monitoring

Gkerekos, C., Lazakis, I. & Theotokatos, G., 9 Jul 2017, Maritime Transportation and Harvesting of Sea Resources: Proceedings of the 17th International Congress of the International Maritime Association of the Mediterranean (IMAM 2017). Soares, C. G. & Teixeira, A. P. (eds.). Vol. 2. p. 981-989 8 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Ship machinery condition monitoring using performance data through supervised learning

Gkerekos, C., Lazakis, I. & Theotokatos, G., 24 Jan 2017, Proceedings of the 2017 Smart Ship Technology Conference. London: Royal Institution of Naval Architects, p. 105-111 7 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

100 Downloads (Pure)
2016
Open Access
File
24 Citations (Scopus)
287 Downloads (Pure)
Open Access
File
531 Downloads (Pure)

An artificial neural network approach for predicting the performance of ship machinery equipment

Raptodimos, Y. & Lazakis, I., 13 Oct 2016, Maritime Safety and Operations 2016 Conference Proceedings. p. 95-101 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
174 Downloads (Pure)

An intelligent system for vessels structural reliability evaluation

Michala, A. L., Barltrop, N., Amirafshari, P., Lazakis, I. & Theotokatos, G., 13 Oct 2016, International Conference on Maritime Safety  and Operations: Proceedings. Glasgow: University of Strathclyde, p. 171-179 9 p. 20

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
88 Downloads (Pure)

Collection and analysis of data for ship condition monitoring aiming at enhanced reliability and safety

Raptodimos, Y., Lazakis, I., Theotokatos, G., Salinas, R. & Moreno, A., 28 Jun 2016, Proceedings of The Twenty-sixth (2016) International Ocean and Engineering Conference. Jin, H., Tang, H., Akselsen, O. M. & Lee, Y. (eds.). Cupertino, California: International Society of Offshore and Polar Engineers, Vol. 4. p. 828-835 8 p. (Proceedings of the Annual International Offshore and Polar Engineering Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
1 Citation (Scopus)
56 Downloads (Pure)

Condition monitoring for enhanced inspection, maintenance and decision making in ship operations

Lazakis, I., Dikis, K. & Michala, A. L., 4 Sep 2016, 2016 PRADS 13th Triennial Proceedings of the 13th International Symposium on Practical Design of Ships and Other Floating Structures: 4th-8th September, 2016, Copenhagen, Denmark. Denmark, 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
10 Downloads (Pure)

Dynamic risk and reliability assessment for ship machinery decision making

Dikis, K., Lazakis, I., Michala, A. L., Raptodimos, Y. & Theotokatos, G., 13 Sep 2016, Risk, Reliability and Safety: Innovating Theory and Practice: Proceedings of ESREL 2016 (Glasgow, Scotland, 25-29 September 2016). Walls, L., Revie, M. & Bedford, T. (eds.). London, p. 685-692 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
65 Downloads (Pure)

Numerical study of a marine dual-fuel four-stroke engine

Theotokatos, G., Stoumpos, S., Lazakis, I. & Livanos, G., 21 Jun 2016, Maritime Technology and Engineering III: Proceedings of the 3rd International Conference on Maritime Technology and Engineering (MARTECH 2016, Lisbon, Portugal, 4-6 July 2016). Soares, C. G. & Santos, T. A. (eds.). London, Vol. 2. p. 777-783 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
12 Citations (Scopus)
351 Downloads (Pure)

Sensitivity analysis of offshore wind farm operation and maintenance cost and availability

Martin, R., Lazakis, I., Barbouchi, S. & Johanning, L., 31 Jan 2016, In : Renewable Energy. 85, p. 1226-1236 11 p.

Research output: Contribution to journalArticle

Open Access
File
73 Citations (Scopus)
179 Downloads (Pure)

Ship machinery and equipment wireless condition monitoring system

Michala, A. L. & Lazakis, I., 13 Oct 2016, International Conference on Maritime Safety and Operations: Proceedings. Glasgow, p. 63-69 7 p. 7

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
290 Downloads (Pure)

Ship machinery condition monitoring using vibration data through supervised learning

Gkerekos, C., Lazakis, I. & Theotokatos, G., 13 Oct 2016, Proceedings of MSO 2016, International Conference on Maritime Safety and Operations. Lazakis, I. & Theotokatos, G. (eds.). p. 103-110 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
385 Downloads (Pure)

Ship sensors data collection and analysis for condition monitoring of ship structures and machinery systems

Raptodimos, Y., Lazakis, I., Theotokatos, G., Varelas, T. & Drikos, L., 27 Jan 2016, International Conference on Smart Ship Technology 2016. London: Royal Institution of Naval Architects, 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

1 Downloads (Pure)

Storing maintenance and incident records: is there space for improvement?

Michala, A. L., Lazakis, I. & Dikis, K., 13 Oct 2016, International Conference on Maritime Safety and Operations: Proceedings. Glasgow, p. 113-119 7 p. 13

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
70 Downloads (Pure)

Tanker ship structural analysis for intact and damage cases

Fernandez, R., Lazakis, I., Theotokatos, G. & Boulougouris, E., 13 Oct 2016, p. 145-153. 9 p.

Research output: Contribution to conferenceProceeding

Open Access
File
339 Downloads (Pure)
Open Access
File
105 Downloads (Pure)

Towards improved forecasting for offshore wind turbine O&M transfers

Mills, P. R., Stephen, B., McMillan, D. & Lazakis, I., 24 Aug 2016, Renewable Energies Offshore II. Guedes Soares, C. (ed.). 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
41 Downloads (Pure)

Wave-induced vertical bending moment estimation by onboard tiltmeters units on container ship

Li, M., Boulougouris, E., Lazakis, I. & Theotokatos, G., 13 Oct 2016, p. 155-161. 7 p.

Research output: Contribution to conferenceProceeding

Open Access
File
175 Downloads (Pure)

Wind and wave directional transit time model for offshore wind operation and maintenance

Mills, P. R., Stephen, B., McMillan, D. & Lazakis, I., 23 Sep 2016, 5th IET International Conference on Renewable Power Generation. London, p. 33-38 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
10 Downloads (Pure)

Wireless condition monitoring for ship applications

Michala, A. L., Lazakis, I., Theotokatos, G. & Varelas, T., 27 Jan 2016, International conference Smart Ships Technology 2016. London: Royal Institution of Naval Architects, 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

2 Citations (Scopus)
2015

Advanced logistics planning for offshore wind farm operation and maintenance activities

Dalgic, Y., Lazakis, I., Dinwoodie, I., McMillan, D. & Revie, M., 1 Jun 2015, In : Ocean Engineering. 101, p. 211-226 16 p.

Research output: Contribution to journalArticle

Open Access
File
60 Citations (Scopus)
205 Downloads (Pure)

An innovative machinery data management system for ships using a catalogue data model

Taheri, A., Lazakis, I. & Koch, T., 23 Sep 2015. 8 p.

Research output: Contribution to conferencePaper

An innovative machinery data management system for ships using a catalogue data model

Taheri, A., Lazakis, I. & Koch, T., 4 Sep 2015, Towards Green Marine Technology and Transport: Proceedings of the 16th International Congress of the International Maritime Association of the Mediterranean (IMAM 2015), Pula, Croatia, 21-24 September 2015. Soares, C. G., Dejhalla, R. & Pavletić, D. (eds.). Leiden, The Netherlands, p. 627-633 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Application of photogrammetry techniques for the visual assessment of vessels' cargo hold

Kolyvas, E., Drikos, L., Diamanti, E., El Saer, A. & Lazakis, I., 4 Sep 2015, Towards Green Marine Technology and Transport: Proceedings of the 16th International Congress of the International Maritime Association of the Mediterranean (IMAM 2015), Pula, Croatia, 21-24 September 2015. Soares, C. G., Dejhalla, R. & Pavletić, D. (eds.). Leiden, The Netherlands, p. 381-387 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
1 Citation (Scopus)
95 Downloads (Pure)