Optimal sizing of a hydrogen-based wind/PV plant considering reliability indices

The utilization of renewable energy sources in electric power systems is increasing quickly because of public apprehensions for unpleasant environmental impacts and increase in the energy costs involved with the use of conventional energy sources. Despite the application of these energy sources can considerably diminish the system fuel costs, they can also have significant influence on the system reliability. Therefore an appropriate combination of the system reliability indices level and capital investment costs of system is vital. This paper presents a hybrid wind/photovoltaic plant intertwined with a hydrogen-based energy storage system supplying IEEE reliability test system load pattern while the plant capital investment costs is minimized by applying a hybrid particle swarm optimization (PSO) / harmony search (HS) approach, and the system fulfills the appropriate level of reliability.

[1]  E. K. Brock,et al.  Stochastic Energy Source Access Management: Infrastructure-integrative modular plant for sustainable hydrogen-electric co-generation , 2006 .

[2]  S.M.M. Tafreshi,et al.  Unit Sizing of a Stand-alone Hybrid Power System Using Particle Swarm Optimization (PSO) , 2007, 2007 IEEE International Conference on Automation and Logistics.

[3]  M. Marchesoni,et al.  Reliability analysis of a fuel cell electric city car , 2005, 2005 European Conference on Power Electronics and Applications.

[4]  Zong Woo Geem,et al.  A New Heuristic Optimization Algorithm: Harmony Search , 2001, Simul..

[5]  M. J. Khan,et al.  Pre-feasibility study of stand-alone hybrid energy systems for applications in Newfoundland , 2005 .

[6]  Nadarajah Mithulananthan,et al.  AN ANALYTICAL APPROACH FOR DG ALLOCATION IN PRIMARY DISTRIBUTION NETWORK , 2006 .

[7]  Brock J. LaMeres,et al.  An approach to evaluate the general performance of stand-alone wind/photovoltaic generating systems , 2000, 2000 Power Engineering Society Summer Meeting (Cat. No.00CH37134).

[8]  R. Billinton,et al.  Reliability/Cost Implications of PV and Wind Energy Utilization in Small Isolated Power Systems , 2001, IEEE Power Engineering Review.

[9]  M. Kurban,et al.  A Preliminary Detailed Study on Constructed Hybrid (Wind-Photovoltaic) System under Climatically Conditions of Eskisehir Region in Turkey , 2006, 2006 IEEE International Power and Energy Conference.

[10]  Roy Billinton,et al.  Reliability evaluation of engineering systems : concepts and techniques , 1992 .

[11]  Drew Robb Standing up to transmission reliability standards , 2004 .

[12]  K. Lee,et al.  A new meta-heuristic algorithm for continuous engineering optimization: harmony search theory and practice , 2005 .

[13]  Siamak Talatahari,et al.  Particle swarm optimizer, ant colony strategy and harmony search scheme hybridized for optimization of truss structures , 2009 .

[14]  S. Jovanovic,et al.  Reliability modelling of uninterruptible power supply systems using fault tree analysis method , 2009 .

[15]  R. Billinton,et al.  Evaluation of different operating strategies in small stand-alone power systems , 2005, IEEE Transactions on Energy Conversion.

[16]  Mohammad S. Alam,et al.  Cost related sensitivity analysis for optimal operation of a grid-parallel PEM fuel cell power plant , 2006 .

[17]  Roy Billinton,et al.  Reliability evaluation of power systems , 1984 .

[18]  Michael N. Vrahatis,et al.  On the computation of all global minimizers through particle swarm optimization , 2004, IEEE Transactions on Evolutionary Computation.

[19]  Daming Xu,et al.  Optimal sizing of standalone hybrid wind/PV power systems using genetic algorithms , 2005, Canadian Conference on Electrical and Computer Engineering, 2005..

[20]  Q. H. Wu,et al.  A heuristic particle swarm optimizer for optimization of pin connected structures , 2007 .

[21]  Mona N. Eskander,et al.  Energy flow and management of a hybrid wind/PV/fuel cell generation system , 2006 .

[22]  J. Wilk,et al.  Steady state power system issues when planning large wind farms , 2002, 2002 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.02CH37309).

[23]  Bassem Jarboui,et al.  A combinatorial particle swarm optimization for solving multi-mode resource-constrained project scheduling problems , 2008, Appl. Math. Comput..

[24]  Zong Woo Geem,et al.  Novel derivative of harmony search algorithm for discrete design variables , 2008, Appl. Math. Comput..

[25]  Russell C. Eberhart,et al.  A new optimizer using particle swarm theory , 1995, MHS'95. Proceedings of the Sixth International Symposium on Micro Machine and Human Science.

[26]  Daniel Weisser,et al.  A wind¿diesel system with hydrogen storage: Joint optimisation of design and dispatch , 2006 .