The Next Generation Subsea Production System(NextGen SPS)is an innovative concept for petroleum development in ultra-deep water areas,mainly consisting of artificial seabed(AS),rigid ris-ers,flexible jumpers and moori...The Next Generation Subsea Production System(NextGen SPS)is an innovative concept for petroleum development in ultra-deep water areas,mainly consisting of artificial seabed(AS),rigid ris-ers,flexible jumpers and mooring lines.To improve the overall performance and design efficiency of NextGen SPS,an integrated design approach for the NextGen SPS based on multidisciplinary design optimization(MDO)method was investigated in this paper by combing the multidisciplinary feasible(MDF)architecture and particle swarm optimization(PSO)algorithm to establish the design frame-work.Two sub-disciplines of hydrodynamic analysis and global performance analysis were defined,and analysis method in each sub-discipline was introduced.Surrogate models of hydrodynamic analy-sis and global performance analysis were developed by using Latin hypercube sampling method and back propagation neural network(BPNN).Surrogate models were incorporated into the design frame-work,through which an integrated design for NextGen SPS at a depth of 3000 m was implemented.It is concluded that both the overall performance and the design efficiency of NextGen SPS are improved.展开更多
文摘The Next Generation Subsea Production System(NextGen SPS)is an innovative concept for petroleum development in ultra-deep water areas,mainly consisting of artificial seabed(AS),rigid ris-ers,flexible jumpers and mooring lines.To improve the overall performance and design efficiency of NextGen SPS,an integrated design approach for the NextGen SPS based on multidisciplinary design optimization(MDO)method was investigated in this paper by combing the multidisciplinary feasible(MDF)architecture and particle swarm optimization(PSO)algorithm to establish the design frame-work.Two sub-disciplines of hydrodynamic analysis and global performance analysis were defined,and analysis method in each sub-discipline was introduced.Surrogate models of hydrodynamic analy-sis and global performance analysis were developed by using Latin hypercube sampling method and back propagation neural network(BPNN).Surrogate models were incorporated into the design frame-work,through which an integrated design for NextGen SPS at a depth of 3000 m was implemented.It is concluded that both the overall performance and the design efficiency of NextGen SPS are improved.
