RESEARCH PAPER
Availability analysis of an offshore oil and gas production system subjected to age-based preventive maintenance by Petri Nets
1
Centre for Marine Technology and Ocean Engineering (CENTEC), Instituto Superior, Técnico, Universidade de Lisboa, Av. Rovisco Pais, 1049-001 Lisboa, Portugal
Publication date: 2020-12-31
Eksploatacja i Niezawodność – Maintenance and Reliability 2020;22(4):627-637
HIGHLIGHTS
- Availability assessment of an offshore oil and gas production system.
- Age-based perfect and imperfect preventive maintenance strategies are considered.
- Petri nets and Monte Carlo simulation are adopted for availability assessment.
KEYWORDS
production availabilityage-based imperfect preventive maintenanceoffshore installationoil and gas productionPetri NetsMonte Carlo Simulation
ABSTRACT
The main objective of this paper is to model an offshore oil production system subjected to
age-based preventive maintenance strategies by Petri Nets and to evaluate its availability by
Monte Carlo Simulation. The oil processing and the separation equipment with their reliability and maintainability characteristics, the corrective and preventive maintenance policies and the operational dependencies that lead to the reconfiguration of the system after the
failure are implemented. A special attention is given to the effect of age-based perfect and
imperfect preventive maintenance strategies on the system availability. The maintenance
actions consider the components’ age thresholds and an age reduction ratio. Moreover, the
variation of the oil and gas flows from the well over the years is accounted by the model. As
case study, an offshore production installation that operates in a Brazilian oilfield is adopted.
An elasticity analysis on the model parameters is conducted to assess influence of the maintenance policy on the system availability and on the oil production.
REFERENCES (40)
1.
Aupetit B, Kloul L, Meng H, Rauzy A. Production performance of an offshore system by applying AltaRica 3.0. 20e Congrès de maîtrise des risques et de sûreté de fonctionnement, Saint-Malo, France, 11-13 octobre, 2016: 1-9.
2.
Barata J, Guedes Soares C, Marseguerra M, Zio E. Simulation modelling of repairable multi-component deteriorating systems for 'on condition' maintenance optimisation. Reliability Engineering & System Safety 2002; 76(3): 255-264, https://doi.org/10.1016/S0951-....
3.
Bause F, Kritzinger P S. Stochastic Petri Nets. An introduction to the theory. 2nd edition. Braunschweig, Vieweg & Sohn Verlagsgesellschaft mbH: 2002, https://doi.org/10.1007/978-3-....
4.
Briš R, Kochaníčková M. Stochastic Petri net approach to production availability evaluation of special test case. In Zio E, Guedes Soares C (eds): Safety and Reliability for Managing Risk, Taylor & Francis Group, London, UK: 2006; 2: 1569-1575.
5.
Briš R. Evaluation of the production availability of an offshore installation by stochastic Petri nets modeling. International Conference on Digital Technologies 2013, 29-31 May 2013, Zilina, Slovakia, IEEE: 2013: 147-155, https://doi.org/10.1109/DT.201....
6.
Cui X, Li T, Wang S et al. Reliability modeling based on power transfer efficiency and its application to aircraft actuation system. Eksploatacja i Niezawodnosc - Maintenance and Reliability 2020; 22(2): 282-296, https://doi.org/10.17531/ein.2....
7.
Ding F, Tian Z. Opportunistic maintenance for wind farms considering multi-level imperfect maintenance thresholds. Renewable Energy 2012; 45: 175-182, https://doi.org/10.1016/j.rene....
8.
Dutuit Y, Châtelet E, Signoret J P, Thomas P. Dependability modelling and evaluation by using stochastic Petri nets: application to two test cases. Reliability Engineering & System Safety 1997; 55(2): 117-124, https://doi.org/10.1016/S0951-....
9.
George-Williams H, Patelli E. Efficient availability assessment of reconfigurable multi-state systems with interdependencies. Reliability Engineering and System Safety 2017; 165(June 2016): 431-444, https://doi.org/10.1016/j.ress....
10.
Guedes Soares C (ed). Safety and Reliability of Industrial Products, Systems and Structures. London, UK, Taylor & Francis Group: 2010, https://doi.org/10.1201/b10572.
11.
Junior F, Caprace J-D. Logística das operações offshore (in Portuguese). Project - Submarine Systems (SISTSUB), Rio de Janeiro, 2016.
12.
Kang J, Sobral J, Guedes Soares C. Review of Condition-Based Maintenance Strategies for Offshore Wind Energy. Journal of Marine Science and Application 2019; 18(1): 1-16, https://doi.org/10.1007/s11804....
13.
Knopik L, Migawa K. Multi-state model of maintenance policy. Eksploatacja i Niezawodnosc - Maintenance and Reliability 2018; 20(1):125-130, https://doi.org/10.17531/ein.2....
14.
Lewis E. Introduction to Reliability Engineering. 2nd edition. New York, John Wiley & Sons, Inc.: 1994.
15.
Marsan M A, Balbo G, Conte G et al. Modelling with Generalized Stochastic Petri Nets. 1st ed. John Wiley and Sons: 1995.
16.
Marseguerra M, Zio E. Basics of the Monte Carlo method with application to system reliability. Hagen, LiLoLe - Verlag GmbH (Publ. Co. Ltd): 2002.
17.
Meng H, Kloul L, Rauzy A. Production availability modelling of FPSO system using stochastic Petri nets. In Podofillini L, Sudret B, Stojadinovic B et al. (eds): Safety and Reliability of Complex Engineered Systems: ESREL 2015, Zurich, CRC Press: 2015: 2271-2279, https://doi.org/10.1201/b19094....
18.
Meng H, Kloul L, Rauzy A. Production availability analysis of Floating Production Storage and Offloading (FPSO) systems. Applied Ocean Research 2018; 74: 117-126, https://doi.org/10.1016/j.apor....
19.
Murata T. Petri Nets: Properties, Analysis and Applications. Proceedings of the IEEE 1989; 77(4): 541-580, https://doi.org/10.1109/5.2414....
20.
Naseri M, Baraldi P, Compare M, Zio E. Availability assessment of oil and gas processing plants operating under dynamic Arctic weather conditions. Reliability Engineering and System Safety 2016; 152: 66-82, https://doi.org/10.1016/j.ress....
21.
OREDA. OREDA. Offshore Reliability Data Handbook. 4th edition. Trondheim, OREDA Participants: 2002.
22.
Peterson J L. Petri Net Theory and the Modeling of Systems. Englewood Cliffs, NJ, Prentice-Hall: 1981.
24.
Rausand M. Risk assessment: theory, methods, and applications. Hoboken, John Wiley & Sons, Inc.: 2011, https://doi.org/10.1002/978111....
25.
Reisig W, Rozenberg G, (ed.). Lectures on Petri Nets I: Basic Models. Advances in Petri Nets. Berlin, Springer-Verlag Berlin Heidelberg:1998. doi:10.1007/3-540-65306-6, https://doi.org/10.1007/3-540-....
26.
Santos F P, Teixeira A P, Guedes Soares C. An age-based preventive maintenance for offshore wind turbines. In Nowakowski T, Mlynczak M, Jodejko-Pietruczuk, Werbinska-Wojciechowska S (eds): Safety and Reliability: Methodology and Applications, London, Taylor & Francis Group: 2015: 1147-1155.
27.
Santos F, Teixeira A P, Guedes Soares C. Modelling and simulation of the operation and maintenance of offshore wind turbines. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability 2015; 229(5): 385-393, https://doi.org/10.1177/174800....
28.
Santos F, Teixeira A P, Guedes Soares C. Modeling, simulation and optimization of maintenance cost aspects on multi-unit systems by stochastic Petri nets with predicates. Simulation: 2019; 95(5): 461-478, https://doi.org/10.1177/003754....
29.
Santos F P, Teixeira A P, Guedes Soares C. Maintenance Planning of an Offshore Wind Turbine Using Stochastic Petri Nets With Predicates. Proceedings of the 32nd International Conference on Ocean, Offshore and Arctic Engineering (OMAE2013), June 9-14, 2013, Nantes, France, 2013; 11639: V02BT02A059.
30.
Signoret J-P. Production Availability. In Guedes Soares C (ed): Safety and Reliability of Industrial Products, Systems and Structures, London, Taylor & Francis Group: 2010: 331-345, https://doi.org/10.1201/b10572....
31.
Signoret J-P. Production Availability Test Case. Thematic Network on Safety and Reliability of Industrial Products, Systems and Structures (SAFERELNET) 2004.
32.
Song H, Schnieder E. Modeling of railway system maintenance and availability by means of colored Petri nets. Eksploatacja i Niezawodnosc - Maintenance and Reliability 2018; 20(2): 236-243, https://doi.org/10.17531/ein.2....
33.
Souza M I, Hong C, Wang Y et al. Garantia de Escoamento do Processamento Submarino (in Portuguese). Project - Subsea Systems (SISTSUB), Rio de Janeiro, 2017.
34.
Teixeira A P, Guedes Soares C. Modelação e Análise da Disponibilidade de Produção de Sistemas por Redes Petri Estocásticas (in Portuguese). In Jacinto C, Teixeira AP, Antão P, Guedes Soares C (eds): Riscos industriais e Emergentes, Lisbon, Salamandra, Lda.: 2009; 1: 409-426.
36.
Zhang T, Cheng Z, Liu Y, Guo B. Maintenance scheduling for multi-unit system: a stochastic Petri-net and genetic algorithm based approach. Eksploatacja i Niezawodnosc - Maintenance and Reliability 2012; 14(3): 256-264.
37.
Zhang Z, Zhou Y, Sun Y, Ma L. Condition-based maintenance optimisation without a predetermined strategy structure for a two-component series system. Eksploatacja i Niezawodnosc - Maintenance and Reliability 2012; 14(2): 120-129.
38.
Zio E, Baraldi P, Patelli E. A Monte Carlo simulation approach to the production availability evaluation of an offshore installation with operational loops. Production 2004; 2: 1-21.
39.
Zio E, Marella M, Podofillini L. A Monte Carlo simulation approach to the availability assessment of multi-state systems with operational dependencies. Reliability Engineering & System Safety 2007; 92(7): 871-882, https://doi.org/10.1016/j.ress....
40.
Zio E, Baraldi P, Patelli E. Assessment of the availability of an offshore installation by Monte Carlo simulation. International Journal of Pressure Vessels and Piping 2006; 83(4): 312-320, https://doi.org/10.1016/j.ijpv....
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| eISSN: | 2956-3860 |
| ISSN: | 1507-2711 |
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