Developing innovation through data collection and analysis

• Autorzy: Monteiro Tavares C. M. , Szpytko J.

Identyfikatory

DOI

10.5604/01.3001.0010.2925

• Języki publikacji: EN

Abstrakty

EN

This paper is part of the study, for the creation of maintenance engineering culture and a system capable to control the input and output of vehicles operation and maintenance in developing countries. The focus of this paper will be the use of digital technologies to change business models, basing on the analyses of the data collected to develop innovation in transport system by creation of a system that works according to the local needs. This work has, as case of study, the transport system in Cape Verde (Praia city); a bus company, operating in the city for more than 40 years, will provide the data for analyses. The study of the exploitation efficiency of the transport system will focus in the analyses of the data collected, after the definition of the data for collection, is defined how the data will be analysed and used in order to create the desired solution. In this paper is also defined the platform used for data collection. The definition and selection of the vehicle systems/components for data collection has been supported by engineers and mechanics with long experience and knowledge of the local situation as well as vehicles operation and maintenance. The information that, if collected and analysed correctly, can help transform the vehicle operation and maintenance, data collection can empower us to direct resources toward the modules that are in most pressing need of technical refinement. With this knowledge base, we will be able to use predictive analysis to identify what, how and where to improve the services and manage the vehicle maintenance and operation.

Słowa kluczowe

EN

vehicle maintenance; digitalization; data analyses

• Wydawca: Łukasiewicz Research Network - Institute of Aviation ; European Science Society of Powertrain and Transport KONES Poland ; Wydawnictwo Instytutu Technicznego Wojsk Lotniczych
• Czasopismo: Journal of KONES
• Rocznik: 2017
• Tom: Vol. 24, No. 2
• Strony: 153--158
• Opis fizyczny: Bibliogr. 11 poz., rys.

Twórcy

autor

Monteiro Tavares C. M.

• AGH University of Science and Technology Adama Mickiewicza Av. 30, PL 30-059 Krakow, Poland tel.: [phone], fax: [phone]

autor

Szpytko J.

• AGH University of Science and Technology Adama Mickiewicza Av. 30, PL 30-059 Krakow, Poland tel.: [phone], fax: [phone]

Bibliografia

• [1] Blanchard, B. S., Verna, D., Peterson, E. L., Maintainability: a key to effective serviceability and maintenance management, Wiley-InterScience, New York 1995.
• [2] Monteiro, T. C., Szpytko, J., Electric fuel injection engine reliability problems in developing countries, Cape Verde case study, Journal of KONES Powertrain and Transport, Vol. 23 (4), pp. 351-358, 2016.
• [3] Monteiro, T. C., Szpytko, J., Vehicles Emerging Technologies from Maintenance Perspective, 3rd IFAC AMEST Workshop on Maintenance Technologies for Performance Enhancement, Biarritz, France, 19-21 October 2016, Preprints, Edited by: Emmanouilidis C., Iung, B., Macchi, M., Pérès, F., IFAC, IFAC-PapersOnLine, Vol. 49 (28), pp. 67-72, 2016.
• [4] Monteiro, T. C., Szpytko, J., Selected problems of control the urban transport system, Cape Verde case study, Problemy sterowania systemem transportu miejskiego na przykładzie Wyspy Zielonego Przylądka, Logistyka, 4, 4977-4983, 2015.
• [5] Monteiro, T. C., Szpytko, J., The use of ICT technology for reliable transport control, Cape Verde case study, Niezawodność systemów technicznych, Materiały XLIV Zimowej Szkoła Niezawodności, Szczyrk, 10-16.01.2016, s. 105, Wydział Transportu Politechniki Warszawskiej, Warszawa 2016.
• [6] Monteiro, T. C., Szpytko, J., How to create the maintenance strategy of the vehicle to keep his overlooked reliability, Niezawodność systemów technicznych, Materiały XLV Zimowej Szkoła Niezawodności, Szczyrk, 8-14.01.2017, s. 189, Wydział Transportu Politechniki Warszawskiej, Warszawa 2017.
• [7] Sol Atlántico bus company webpage (www.solatlantico.cv); visited date 02.06.2017.
• [8] Monteiro, T. C., Szpytko, J., Maintenance strategy for an reliable operation of vehicle. Electronic fuel injection system, case study (in process).
• [9] Scheider, S., Ostermann, O. F., Adams, B., Why good data analysis need to be critical synthesises. Determining the role of semantics in data analyses, Future Generation Computer Systems, Vol. 72, pp. 11-22, Netherlands 2017.
• [10] Szpytko, J., Kocerba, A., Wybrane aspekty bezpieczeństwa i niezawodności rozproszonych środków transportu, WN ITE Radom, Biblioteka Problemów Eksploatacji, Kraków, Radom 2008.
• [11] Wei, G., Wang, J., A comparative study of robust efficiency analysis and data envelopmentanalysis with imprecise data, Experts Systems with Applications, Vol. 81, pp. 28-28, 2017.

Uwagi

PL

Opracowanie ze środków MNiSW w ramach umowy 812/P-DUN/2016 na działalność upowszechniającą naukę (zadania 2017).