Multicycle Optimization of Advanced Gas-Cooled Reactor Loading Patterns Using Genetic Algorithms

References

• P. W. POON and G. T. PARKS, “Application of Genetic Algorithms to In-Core Nuclear Fuel Management Optimisation,” Proc. Topl. Mtg. Mathematical Methods and Supercomputing in Nuclear Applications, Karlsruhe, Germany, April 19–23, 1993, Vol. 2, p. 777, Kernforschungszentrum Karlsruhe (1993).
   Google Scholar
• J. G. STEVENS, K. S. SMITH, K. R. REMPE, and T. J. DOWNAR, “Optimization of Pressurized Water Reactor Shuffling by Simulated Annealing with Heuristics,” Nucl. Sci. Eng., 121, 67 (1995).
   Web of Science ®Google Scholar
• D. J. KROPACZEK and P. J. TURINSKY, “In-Core Nuclear Fuel Management Optimization for Pressurized Water Reactors Utilizing Simulated Annealing,” Nucl. Technol., 95, 9 (1991).
   Web of Science ®Google Scholar
• D. J. KROPACZEK, P. J. TURINSKY, G. T. PARKS, and G. I. MALDONADO, “The Efficiency and Fidelity of In-Core Fuel Management Code FORMOSA,” Proc. Conf. Reactor Physics and Reactor Computations, Tel Aviv, Israel, January 23–26, 1994, p. 572, Ben-Gurion University of the Negev Press (1994).
   Google Scholar
• J. L. BRADFUTE, Y. A. SHATILLA, and B. J. JOHANSEN, “Recent Developments in Westinghouse Automated Fuel Management Code, ALPS,” Proc. Topl. Mtg. Advances in Nuclear Fuel Management II, Myrtle Beach, South Carolina, March 23–26, 1997, Vol. 1, p. 8–49, American Nuclear Society (1997).
   Google Scholar
• S. A. HADDOCK and G. T. PARKS, “AGR Fuel Management Using PANTHER,” Proc. Int. Conf. Fuel Management and Handling, Edinburgh, United Kingdom, March 11–18, 1995, p. 20 (1995).
   Google Scholar
• G. T. PARKS, “Optimisation of Advanced Gas-Cooled Reactor Fuel Performance by a Stochastic Method,” Nucl. Energy, 26, 319 (1987)
   Google Scholar
• M. MITCHELL, An Introduction to Genetic Algorithms, The MIT Press, New York (1996).
   Google Scholar
• D. T. PHAM and D. KARABOGA, Intelligent Optimisation Techniques, Springer-Verlag, Berlin, Germany (1998).
   Google Scholar
• “PANTHER User’s Guide for Release 5.1,” Issue 1, P. BRYCE, A. GODDARD, and M. KNIGHT, Eds., British Energy (Dec. 1998).
   Google Scholar
• C. S. JANG, H. J. SHIM, and C. H. KIM, “Optimisation Layer by Layer Networks for In-Core Fuel Management Optimisation Computations in PWRs,” Ann. Nucl. Energy, 28, 1115 (2001).
   Web of Science ®Google Scholar
• H. C. LEE, H. J. SHIM, and C. H. KIM, “Parallel Computing Adaptive Simulated Annealing Scheme for Fuel Assembly Loading Pattern Optimization in PWRs,” Nucl. Technol., 135, 39 (2001).
   Web of Science ®Google Scholar
• J. N. CARTER, “Genetic Algorithms for In-Core Fuel Management and Other Recent Developments in Optimisation,” Adv. Nucl. Sci. Technol., 25, 113 (1997).
   Google Scholar
• G. T. PARKS, “Advances in Optimisation and Their Applicability to Problems in the Field of Nuclear Science and Technology,” Adv. Nucl. Sci. Technol., 21, 195 (1990).
   Google Scholar
• P. K. HUTT, N. GAINES, M. J. HALSALL, M. McELLIN, and R. J. WHITE, “The UK Core Performance Code Package,” Nucl. Energy, 30, 291 (1991).
   Google Scholar
• D. E. GOLDBERG, “Sizing Populations for Serial and Parallel Genetic Algorithms,” Proc. 3rd Int. Conf. Genetic Algorithms, Fairfax, Virginia, p. 70 (1989).
   Google Scholar
• D. KALYANMOY, Multi-Objective Optimisation Using Evolutionary Algorithms, John Wiley & Sons, Inc., New York (2001).
   Google Scholar
• M. D. DECHAINE and M. A. FELTUS, “Fuel Management Optimization Using Genetic Algorithms and Expert Knowledge,” Nucl. Sci. Eng., 124, 188 (1996).
   Web of Science ®Google Scholar
• G. T. PARKS, “Multiobjective Pressurized Water Reactor Reload Core Design by Nondominated Genetic Algorithm Search,” Nucl. Sci. Eng., 124, 178 (1996).
   Web of Science ®Google Scholar
• C. LIN, J. I. YANG, K. J. LIN, and Z. D. WANG, “Pressurized Water Reactor Loading Pattern Design Using the Simple Tabu Search,” Nucl. Sci. Eng., 129, 61 (1998).
   Web of Science ®Google Scholar
• I. A. BEN HMAIDA, J. N. CARTER, C. R. E. DE OLIVEIRA, A. J. H. GODDARD, and G. T. PARKS, “In-Core Fuel Management Optimisation Using the Tabu Search Method,” Proc. Int. Conf. Mathematics and Computation, Reactor Physics and Environmental Analysis in Nuclear Applications, Madrid, Spain, September 27–30, 1999, Vol. 2, p. 1658, Sanda Editorial (1999).
   Google Scholar
• H. G. KIM, S. H. CHANG, and B. H. LEE, “Optimal Fuel Loading Pattern Design Using an Artificial Neural Network and Fuzzy Rule-Based System,” Nucl. Sci. Eng., 115, 152 (1993).
   Web of Science ®Google Scholar
• D. BARRABLE, J. H. KERSHAW, R. S. OVERTON, K. BREARLEY, and D. R. GRAY, “Increasing Fuel Irradiations in Advanced Gas-Cooled Reactors in the UK,” Nucl. Energy, 37, 43 (1998).
   Google Scholar
• A. K. GODDARD, “Datasets and Validation of a PANTHER 2D Model for AGR Calculation,” EPD/AGR/REP/0638/99, British Energy (1999).
   Google Scholar
• A. K. ZIVER, J. N. CARTER, C. C. PAIN, C. R. E. DE OLIVEIRA, and A. J. H. GODDARD, “The PROGRAM GAOPT Version3, A User’s Manual for AGR Refueling Optimiser,” Imperial College (Oct. 2001).
   Google Scholar
• A. K. ZIVER, C. C. PAIN, J. N. CARTER, C. R. E. DE OLIVEIRA, and A. J. H. GODDARD, “On the Use of Artificial Neural Networks in Loading Pattern Optimisation of Advanced Gas-Cooled Reactors,” Int. Conf. New Frontiers of Nuclear Technology: Reactor Physics, Safety and High Performance Computing (PHYSOR 2002), Seoul, Korea, October 7–10, 2002 (2002).
   Google Scholar