Optimal load allocation of complex ship power plants

In a world with increased pressure on reducing fuel consumption and carbon dioxide emissions, the cruise industry is growing in size and impact. In this context, further effort is required for improving the energy efficiency of cruise ship energy systems. In this paper, we propose a generic method for modelling the power plant of an isolated system with mechanical, electric and thermal power demands and for the optimal load allocation of the different components that are able to fulfil the demand. The optimisation problem is presented in the form of a mixed integer linear programming (MINLP) problem, where the number of engines and/or boilers running is represented by the integer variables, while their respective load is represented by the non-integer variables. The individual components are modelled using a combination of first-principle models and polynomial regressions, thus making the system nonlinear. The proposed method is applied to the load-allocation problem of a cruise ship sailing in the Baltic Sea, and used to compare the existing power plant with a hybrid propulsion plant. The results show the benefits brought by using the proposing method, which allow estimating the performance of the hybrid system (for which the load allocation is a non-trivial problem) while also including the contribution of the heat demand. This allows showing that, based on a reference round voyage, up to 3% savings could be achieved by installing the proposed system, compared to the existing one, and that a NPV of 11 kUSD could be achieved already 5 years after the installation of the system.

[1]  L. Cohen,et al.  Efficiency Determination of Marine Boilers: Input-Output Versus Heat-Loss Method , 1962 .

[2]  Francesco Melino,et al.  A Preliminary Study on the Application of Thermal Storage to Merchant Ships , 2015 .

[3]  Fredrik Haglind,et al.  Design and modeling of an advanced marine machinery system including waste heat recovery and removal of sulphur oxides , 2013 .

[4]  Sven Leyffer,et al.  Integrating SQP and Branch-and-Bound for Mixed Integer Nonlinear Programming , 2001, Comput. Optim. Appl..

[5]  Eilif Pedersen,et al.  A review of waste heat recovery technologies for maritime applications , 2016 .

[6]  Kjetil Fagerholt,et al.  Optimization of diesel electric machinery system configuration in conceptual ship design , 2015 .

[7]  Gequn Shu,et al.  A review of waste heat recovery on two-stroke IC engine aboard ships , 2013 .

[8]  Alf Kåre Ådnanes,et al.  Maritime Electrical Installations And Diesel Electric Propulsion , 2003 .

[9]  Ole Winther,et al.  A Machine-Learning Approach to Predict Main Energy Consumption under Realistic Operational Conditions , 2012 .

[10]  Ahmed Ouadha,et al.  Integration of an Ammonia-water Absorption Refrigeration System with a Marine Diesel Engine: A Thermodynamic Study , 2013, ANT/SEIT.

[11]  Peilin Zhou,et al.  Development of a novel forward dynamic programming method for weather routing , 2012 .

[12]  Franklin Farell Roadmap to a Single European Transport Area: Towards a competitive and resource efficient transport system , 2014 .

[13]  Ennio Macchi,et al.  Binary ORC (Organic Rankine Cycles) power plants for the exploitation of medium–low temperature geothermal sources – Part B: Techno-economic optimization , 2014 .

[14]  Francesco Baldi,et al.  Energy and exergy analysis of ship energy systems - the case study of a chemical tanker , 2015 .

[15]  Shota Ohashi,et al.  Economic analysis of trans-ocean LNG-fueled container ship , 2014 .

[16]  Selma Bengtsson,et al.  A comparative life cycle assessment of marine fuels , 2011 .

[17]  George G. Dimopoulos,et al.  Exergy analysis and optimisation of a marine molten carbonate fuel cell system in simple and combined cycle configuration , 2016 .

[18]  Stephen R. Turnock,et al.  Assessing the potential of hybrid energy technology to reduce exhaust emissions from global shipping , 2012 .

[19]  D. Stapersma,et al.  Analysis of energy conversion in ship propulsion system in off-design operation conditions , 2009 .

[20]  Mustafa Insel,et al.  Uncertainty in the analysis of speed and powering trials , 2008 .

[21]  Peter Prenninger,et al.  Charging the Internal Combustion Engine , 2007 .

[22]  Vilmar Æsøy,et al.  LNG-Fuelled Engines and Fuel Systems for Medium-Speed Engines in Maritime Applications , 2011 .

[23]  Ignazio Maria Viola,et al.  A numerical method for the design of ships with wind-assisted propulsion , 2015 .

[24]  Hui Chen,et al.  Computational investigation of a large containership propulsion engine operation at slow steaming conditions , 2014 .

[25]  Michael R. Motley,et al.  Integrated probabilistic design of marine propulsors to minimize lifetime fuel consumption , 2012 .

[26]  Ulrik Larsen,et al.  Comparison of different procedures for the optimisation of a combined Diesel engine and organic Rankine cycle system based on ship operational profile , 2015 .

[27]  George J. Tsekouras,et al.  Control system for fuel consumption minimization–gas emission limitation of full electric propulsion ship power systems , 2014 .

[28]  Vinko Tomas,et al.  Electric Propulsion Optimization Model Based on Exploitation Profile and Energy Price , 2011 .

[29]  David J. Atkinson,et al.  Electric auxiliary propulsion for improved fuel efficiency and reduced emissions , 2015 .

[30]  Min-Hsiung Yang,et al.  Analyzing the optimization of an organic Rankine cycle system for recovering waste heat from a large marine engine containing a cooling water system , 2014 .

[31]  Singiresu S. Rao Engineering Optimization : Theory and Practice , 2010 .

[32]  Inge Norstad,et al.  Tramp ship routing and scheduling with speed optimization , 2011 .

[33]  Guanmo Xie,et al.  Optimal Preliminary Propeller Design Based on Multi-objective Optimization Approach , 2011 .

[34]  Andrea Lazzaretto,et al.  Design optimization of ORC systems for waste heat recovery on board a LNG carrier , 2015 .

[35]  Daejun Chang,et al.  Absorption refrigeration system utilising engine exhaust gas for bulk gas carriers , 2014 .

[36]  Conor J. Walsh,et al.  Propulsive power contribution of a kite and a Flettner rotor on selected shipping routes , 2014 .

[37]  Alice Bows,et al.  Executing a Scharnow turn: reconciling shipping emissions with international commitments on climate change , 2012 .

[38]  Pierre Cariou,et al.  Is slow steaming a sustainable means of reducing CO2 emissions from container shipping , 2011 .

[39]  Francesco Baldi,et al.  Modelling, analysis and optimisation of ship energy systems , 2016 .

[40]  Dennis A. Snow,et al.  Plant Engineer's Reference Book , 1991 .

[41]  H. K. Woud,et al.  Design of Propulsion and Electric Power Generation Systems , 2002 .