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Erschienen in: OR Spectrum 2/2019

08.02.2019 | Regular Article

An optimisation model for scheduling the decommissioning of an offshore wind farm

verfasst von: Chandra Ade Irawan, Graham Wall, Dylan Jones

Erschienen in: OR Spectrum | Ausgabe 2/2019

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Abstract

An optimisation model is proposed for scheduling the decommissioning of an offshore wind farm in order to minimise the total cost which is comprised of jack-up vessel, barge (transfer) vessel, inventory, processing and on-land transportation costs. This paper also presents a comprehensive review of the strategic issues relating to the decommissioning process and of scheduling models that have been applied to offshore wind farms. A mathematical model using integer linear programming is developed to determine the optimal schedule considering several constraints such as the availability of vessels and planning delays. As the decommissioning problem is challenging to solve, a matheuristic approach based on the hybridisation of a heuristic approach and an exact method is also proposed to find near optimal solutions for a test set of problems. A set of computational experiments has been carried out to assess the proposed approach.

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Literatur
Zurück zum Zitat Ait-Alla A, Quandt M, Lütjen M (2013) Aggregate installation planning of offshore wind farms. In: Proceedings of the 7th international conference on communications and information technology (CIT’13), Cambridge, pp 130–135 Ait-Alla A, Quandt M, Lütjen M (2013) Aggregate installation planning of offshore wind farms. In: Proceedings of the 7th international conference on communications and information technology (CIT’13), Cambridge, pp 130–135
Zurück zum Zitat Barlow E, Öztürk DT, Revie M, Akartunali K, Day AH, Boulougouris E (2018) A mixed-method optimisation and simulation framework for supporting logistical decisions during offshore wind farm installations. Eur J Oper Res 264(3):894–906CrossRef Barlow E, Öztürk DT, Revie M, Akartunali K, Day AH, Boulougouris E (2018) A mixed-method optimisation and simulation framework for supporting logistical decisions during offshore wind farm installations. Eur J Oper Res 264(3):894–906CrossRef
Zurück zum Zitat Benmessaoud T, Mohammedi K, Smaili Y (2013) Influence of maintenance on the performance of a wind farm. Przegla̧ Elektrotechniczny 89:174–178 Benmessaoud T, Mohammedi K, Smaili Y (2013) Influence of maintenance on the performance of a wind farm. Przegla̧ Elektrotechniczny 89:174–178
Zurück zum Zitat Besnard F, Patriksson M, Strömberg A, Wojciechowski A, Bertling L (2009) An optimization framework for opportunistic maintenance of offshore wind power system. In: Proceedings of IEEE Bucharest Powertech conference, Bucharest, Romania Besnard F, Patriksson M, Strömberg A, Wojciechowski A, Bertling L (2009) An optimization framework for opportunistic maintenance of offshore wind power system. In: Proceedings of IEEE Bucharest Powertech conference, Bucharest, Romania
Zurück zum Zitat Besnard F, Patriksson M, Strömberg A, Wojciechowski A, Bertling L (2011) A stochastic model for opportunistic service maintenance planning of offshore wind farms. In: Proceedings of the IEEE Powertech conference, Trondheim, Norway Besnard F, Patriksson M, Strömberg A, Wojciechowski A, Bertling L (2011) A stochastic model for opportunistic service maintenance planning of offshore wind farms. In: Proceedings of the IEEE Powertech conference, Trondheim, Norway
Zurück zum Zitat Bradley, S (2013) Offshore wind—end of life opportunities. Energy Institute Evening Lecture. Technical Report, London Bradley, S (2013) Offshore wind—end of life opportunities. Energy Institute Evening Lecture. Technical Report, London
Zurück zum Zitat Byon E, Pérez E, Ding Y, Ntaimo L (2011) Simulation of wind farm operations and maintenance using discrete event system specification. Simulation 87(12):1093–1117CrossRef Byon E, Pérez E, Ding Y, Ntaimo L (2011) Simulation of wind farm operations and maintenance using discrete event system specification. Simulation 87(12):1093–1117CrossRef
Zurück zum Zitat Camci F (2015) Maintenance scheduling of geographically distributed assets with prognostics information. Eur J Oper Res 245(2):506–516CrossRef Camci F (2015) Maintenance scheduling of geographically distributed assets with prognostics information. Eur J Oper Res 245(2):506–516CrossRef
Zurück zum Zitat CCC (2010) Offshore renewable energy installation decommissioning study: Final report. Technical report. Climate Change Capital Ltd CCC (2010) Offshore renewable energy installation decommissioning study: Final report. Technical report. Climate Change Capital Ltd
Zurück zum Zitat Dai L, Stålhane M, Utne I (2015) Routing and scheduling of maintenance fleet for offshore wind farms. Wind Eng 39:15–30CrossRef Dai L, Stålhane M, Utne I (2015) Routing and scheduling of maintenance fleet for offshore wind farms. Wind Eng 39:15–30CrossRef
Zurück zum Zitat DECC (2011) Decommissioning of offshore renewable energyinstallations under the energy act 2004: guidance notes forindustry. Technical report, DECC DECC (2011) Decommissioning of offshore renewable energyinstallations under the energy act 2004: guidance notes forindustry. Technical report, DECC
Zurück zum Zitat Dos Santos F, Teixeira A, Soares C (2013) Maintenance planning of an offshore wind turbine using stochastic petri nets with predicates. In: Proceedings of the international conference on offshore mechanics and arctic engineering (OMAE), Nantes, France Dos Santos F, Teixeira A, Soares C (2013) Maintenance planning of an offshore wind turbine using stochastic petri nets with predicates. In: Proceedings of the international conference on offshore mechanics and arctic engineering (OMAE), Nantes, France
Zurück zum Zitat Garcia C, Rabadi G (2013) Exact and approximate methods for parallel multiple-area spatial scheduling with release times. OR Spectr 35(3):639–657CrossRef Garcia C, Rabadi G (2013) Exact and approximate methods for parallel multiple-area spatial scheduling with release times. OR Spectr 35(3):639–657CrossRef
Zurück zum Zitat Irawan CA, Jones D, Ouelhadj D (2017a) Bi-objective optimisation model for installation scheduling in offshore wind farms. Comput Oper Res 78:393–407CrossRef Irawan CA, Jones D, Ouelhadj D (2017a) Bi-objective optimisation model for installation scheduling in offshore wind farms. Comput Oper Res 78:393–407CrossRef
Zurück zum Zitat Irawan CA, Ouelhadj D, Jones D, Stålhane M, Sperstad IB (2017b) Optimisation of maintenance routing and scheduling for offshore wind farms. Eur J Oper Res 256(1):76–89CrossRef Irawan CA, Ouelhadj D, Jones D, Stålhane M, Sperstad IB (2017b) Optimisation of maintenance routing and scheduling for offshore wind farms. Eur J Oper Res 256(1):76–89CrossRef
Zurück zum Zitat Januario C, Semino S, Bell M (2007) Offshore windfarm decommissioning: a proposal for guidelines to be included in the European maritime policy. In: Conference proceedings EWEC, Milan Januario C, Semino S, Bell M (2007) Offshore windfarm decommissioning: a proposal for guidelines to be included in the European maritime policy. In: Conference proceedings EWEC, Milan
Zurück zum Zitat Kaiser J, Snyder B (2012) Modelling the decommissioning cost of offshore wind development on the U.S. outer continental shelf mark. Mar Policy 36:153–164CrossRef Kaiser J, Snyder B (2012) Modelling the decommissioning cost of offshore wind development on the U.S. outer continental shelf mark. Mar Policy 36:153–164CrossRef
Zurück zum Zitat Kovacs A, Erdos G, Viharos Z, Monostori L (2011) A system for the detailed scheduling of wind farm maintenance. CIRP Ann Manuf Technol 60:497–501CrossRef Kovacs A, Erdos G, Viharos Z, Monostori L (2011) A system for the detailed scheduling of wind farm maintenance. CIRP Ann Manuf Technol 60:497–501CrossRef
Zurück zum Zitat Lütjen M, Karimi H (2012) Approach of a port inventory control system for the offshore installation of wind turbines. In: Proceedings of the 22nd international offshore and polar engineering conference (ISOPE), Rhodes, Greek, pp 502–508 Lütjen M, Karimi H (2012) Approach of a port inventory control system for the offshore installation of wind turbines. In: Proceedings of the 22nd international offshore and polar engineering conference (ISOPE), Rhodes, Greek, pp 502–508
Zurück zum Zitat Maniezzo V, Stützle T, Voß S (2010) Matheuristics, hybridizing metaheuristics and mathematical programming. Annals of information systems, vol 10. Springer, New York Maniezzo V, Stützle T, Voß S (2010) Matheuristics, hybridizing metaheuristics and mathematical programming. Annals of information systems, vol 10. Springer, New York
Zurück zum Zitat Pan K, You D, Wang K (2013) Long-term multi-objective optimization dispatch and its evaluation in wind integrated power systems. Adv Mater Res 732:1033–1037 Pan K, You D, Wang K (2013) Long-term multi-objective optimization dispatch and its evaluation in wind integrated power systems. Adv Mater Res 732:1033–1037
Zurück zum Zitat Parikh N (2012) Optimizing maintenance cost of wind farms by scheduling preventive maintenance and replacement of critical components using mathematical approach. Master thesis, Texas A&M University Parikh N (2012) Optimizing maintenance cost of wind farms by scheduling preventive maintenance and replacement of critical components using mathematical approach. Master thesis, Texas A&M University
Zurück zum Zitat Pattison D, Xie W, Quail F (2013) The windy domain—a challenging real-world application of integrated planning and scheduling. In: Proceedings of the 23rd international conference on automated planning and scheduling (ICAPS), Rome, Italy, pp 462–466 Pattison D, Xie W, Quail F (2013) The windy domain—a challenging real-world application of integrated planning and scheduling. In: Proceedings of the 23rd international conference on automated planning and scheduling (ICAPS), Rome, Italy, pp 462–466
Zurück zum Zitat Pearson D (2001) Decommissioning wind turbines in the UK offshore zone. In: BWEA23: turning things around–annual conference and exhibition, Brighton Pearson D (2001) Decommissioning wind turbines in the UK offshore zone. In: BWEA23: turning things around–annual conference and exhibition, Brighton
Zurück zum Zitat Peréz E, Ntaimo L, Byon E, Ding Y (2010) A stochastic DEVS wind turbine component model for wind farm simulation. In: Proceeding of the spring simulation multi-conference (SpringSim), Florida Peréz E, Ntaimo L, Byon E, Ding Y (2010) A stochastic DEVS wind turbine component model for wind farm simulation. In: Proceeding of the spring simulation multi-conference (SpringSim), Florida
Zurück zum Zitat Peréz E, Ntaimo L, Ding Y (2013) Simulation of wind farm operations and maintenance. In: Proceedings of the ASME turbine technical conference and exposition, San Antonio Peréz E, Ntaimo L, Ding Y (2013) Simulation of wind farm operations and maintenance. In: Proceedings of the ASME turbine technical conference and exposition, San Antonio
Zurück zum Zitat Sarker BR, Faiz TI (2017) Minimizing transportation and installation costs for turbines in offshore wind farms. Renew Energy 101:667–679CrossRef Sarker BR, Faiz TI (2017) Minimizing transportation and installation costs for turbines in offshore wind farms. Renew Energy 101:667–679CrossRef
Zurück zum Zitat Scholz-Reiter B, Heger J, Lutjen M, Schweizer A (2010) A milp for installation scheduling of offshore wind farms. Int J Math Models Methods Appl Sci 5:371–378 Scholz-Reiter B, Heger J, Lutjen M, Schweizer A (2010) A milp for installation scheduling of offshore wind farms. Int J Math Models Methods Appl Sci 5:371–378
Zurück zum Zitat Scholz-Reiter B, Karimi H, Lutjen M, Heger J, Schweizer A (2011) Towards a heuristic for scheduling offshore installation processes. In: Proceedings of the 24th international congress on condition monitoring (COMADEM) Stavanger, Norway, pp 999–1008 Scholz-Reiter B, Karimi H, Lutjen M, Heger J, Schweizer A (2011) Towards a heuristic for scheduling offshore installation processes. In: Proceedings of the 24th international congress on condition monitoring (COMADEM) Stavanger, Norway, pp 999–1008
Zurück zum Zitat Schwerdfeger S, Boysen N, Briskorn D (2018) Just-in-time logistics for far-distant suppliers: scheduling truck departures from an intermediate cross-docking terminal. OR Spectr 40(1):1–21CrossRef Schwerdfeger S, Boysen N, Briskorn D (2018) Just-in-time logistics for far-distant suppliers: scheduling truck departures from an intermediate cross-docking terminal. OR Spectr 40(1):1–21CrossRef
Zurück zum Zitat Stålhane M, Hvattum L, Skaar V (2014) Optimization of routing and scheduling of vessels to perform maintenance at offshore wind farms. In: Proceedings of the 12th deep sea offshore wind R&D conference, EERA DeepWind’2015 Stålhane M, Hvattum L, Skaar V (2014) Optimization of routing and scheduling of vessels to perform maintenance at offshore wind farms. In: Proceedings of the 12th deep sea offshore wind R&D conference, EERA DeepWind’2015
Zurück zum Zitat Stecky-Efantis A (2013) Evaluating Ontario wind turbine decommissioning plans. Technical report. School of Urban and Regional Planning, Queen’s University, Kingston Stecky-Efantis A (2013) Evaluating Ontario wind turbine decommissioning plans. Technical report. School of Urban and Regional Planning, Queen’s University, Kingston
Zurück zum Zitat Ursavas E (2017) A benders decomposition approach for solving the offshore wind farm installation planning at the north sea. Eur J Oper Res 258(2):703–714CrossRef Ursavas E (2017) A benders decomposition approach for solving the offshore wind farm installation planning at the north sea. Eur J Oper Res 258(2):703–714CrossRef
Zurück zum Zitat Van Horenbeek A, Van Ostaeyen J, Duflou J, Pintelon L (2012) Prognostic maintenance scheduling for offshore wind turbine farms. In: Proceedings of the 4th production & operations management world conference, Amsterdam Van Horenbeek A, Van Ostaeyen J, Duflou J, Pintelon L (2012) Prognostic maintenance scheduling for offshore wind turbine farms. In: Proceedings of the 4th production & operations management world conference, Amsterdam
Zurück zum Zitat Wang K, Zhang B, Wu X, Zhai J, Shao W, Duan Y (2012) Multi-time scales coordination scheduling of wind power integrated system. In: Proceedings of the IEEE innovative smart grid technologies (ISGT)-Asia, Tianjin, China Wang K, Zhang B, Wu X, Zhai J, Shao W, Duan Y (2012) Multi-time scales coordination scheduling of wind power integrated system. In: Proceedings of the IEEE innovative smart grid technologies (ISGT)-Asia, Tianjin, China
Zurück zum Zitat Wu Y, Bing H, Lou S (2012) A unit maintenance scheduling model considering peak regulation pressure balance for power system containing wind farms. Power Syst Technol 36:94–100 Wu Y, Bing H, Lou S (2012) A unit maintenance scheduling model considering peak regulation pressure balance for power system containing wind farms. Power Syst Technol 36:94–100
Zurück zum Zitat Zhang H, Yin Y, Shen H, He J, Zhao S (2012a) Generator maintenance scheduling of large-scale wind power integration considering peak shaving. Autom Electr Power Syst 36:25–30 Zhang H, Yin Y, Shen H, He J, Zhao S (2012a) Generator maintenance scheduling of large-scale wind power integration considering peak shaving. Autom Electr Power Syst 36:25–30
Zurück zum Zitat Zhang J, Chowdhury S, Zhang J (2012b) Optimal preventive maintenance time windows for offshore wind farms subject to wake losses. In: Proceedings of the 14th AIAA/ISSMO multidisciplinary analysis and optimization conference, Indianapolis Zhang J, Chowdhury S, Zhang J (2012b) Optimal preventive maintenance time windows for offshore wind farms subject to wake losses. In: Proceedings of the 14th AIAA/ISSMO multidisciplinary analysis and optimization conference, Indianapolis
Metadaten
Titel
An optimisation model for scheduling the decommissioning of an offshore wind farm
verfasst von
Chandra Ade Irawan
Graham Wall
Dylan Jones
Publikationsdatum
08.02.2019
Verlag
Springer Berlin Heidelberg
Erschienen in
OR Spectrum / Ausgabe 2/2019
Print ISSN: 0171-6468
Elektronische ISSN: 1436-6304
DOI
https://doi.org/10.1007/s00291-019-00546-z

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