Optimal operation policy for a sustainable recirculation aquaculture system for ornamental fish: Simulation and response surface methodology

Computers & Operations Research - Tập 89 - Trang 230-240 - 2018
Hadas Elalouf1,2, Moshe Kaspi3, Amir Elalouf4, Ilan Halachmi2
1Department of Industrial Engineering and Management, Ben-Gurion University of the Negev, Beer Sheva 84105, Israel
2The Institute of Agricultural Engineering, Agricultural Research Organization (A.R.O.), The Volcani Centre, Bet Dagan 50250, Israel
3Department of Industrial Engineering and Management, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel
4Department of Management, Bar Ilan University, Ramat Gan 5290002, Israel

Tài liệu tham khảo

Brown M.N. Microbial resource management in indoor recirculating shrimp aquaculture systems Doctoral dissertation, University of Michigan).2013‏ https://deepblue.lib.umich.edu/bitstream/handle/2027.42/99873/mnbrown_1.pdf?sequence=1; accessed 29 March 2016. Chen, 2006, A review on design, modeling and applications of computer experiments, IIE Trans., 38, 273, 10.1080/07408170500232495 Dengiz, 2000, Computer simulation of a PCB production line: metamodeling approach, Int. J. Prod. Econ., 63, 195, 10.1016/S0925-5273(99)00013-4 Ernst, 2000, AquaFarm: simulation and decision support for aquaculture facility design and management planning, Aquacult. Eng., 23, 121, 10.1016/S0144-8609(00)00045-5 Fang, 2010 Forsberg, 1996, Optimal stocking and harvesting of size-structured farmed fish: a multi-period linear programming approach, Math. Comput. Simul., 42, 299, 10.1016/0378-4754(95)00132-8 Gansterer, 2014, Simulation-based optimization methods for setting production planning parameters, Int. J. Prod. Econ., 151, 206, 10.1016/j.ijpe.2013.10.016 Halachmi, 2005, A novel computer simulation model for design and management of re-circulating aquaculture systems, Aquacult. Eng., 32, 443, 10.1016/j.aquaeng.2004.09.010 Halachmi, 2006, Simulation model for finding the optimal layout and management regime for growing hybrid striped bass in a recirculation aquaculture system Halachmi, 2006, Systems engineering for ornamental fish production in a recirculating aquaculture system, Aquaculture, 259, 300, 10.1016/j.aquaculture.2006.05.046 Halachmi, 2007, Biomass management in recirculating aquaculture systems using queuing networks, Aquaculture, 262, 514, 10.1016/j.aquaculture.2006.10.015 Halachmi, 2012, Mathematical principles of production management and robust layout design: Part I. 250-ton/year recirculating aquaculture system (RAS), Aquacult. Eng., 50, 1, 10.1016/j.aquaeng.2012.03.001 Halachmi, 2012, Mathematical principles of production management and robust layout design: Part II. Upscaling to a 1000-ton/year recirculating aquaculture system (RAS), Aquacult. Eng., 50, 11, 10.1016/j.aquaeng.2012.03.003 Halachmi, 2013, Mathematical principles of production management and robust layout design: Part III. 2500-ton/year fish farming in marine net cages, Aquacult. Eng., 54, 110, 10.1016/j.aquaeng.2012.11.001 Hu, 2015, Simulation modelling of high‐throughput cryopreservation of aquatic germplasm: a case study of blue catfish sperm processing, Aquacult. Res., 46, 432, 10.1111/are.12192 Jamu, 2002, An organic matter and nitrogen dynamics model for the ecological analysis of integrated aquaculture/agriculture systems: I. model development and calibration, Environ. Modell. Software, 17, 571, 10.1016/S1364-8152(02)00016-6 Kleijnen, 2016, Vol. 2014-012 Kleijnen, 2000, A methodology for fitting and validating metamodels in simulation, Eur. J. Oper. Res., 120, 14, 10.1016/S0377-2217(98)00392-0 Kleijnen, 2005, State-of-the-art review: a user's guide to the brave new world of designing simulation experiments, INFORMS J. Comput., 17, 263, 10.1287/ijoc.1050.0136 Kleijnen, 2010, Constrained optimization in expensive simulation: Novel approach, Eur. J. Oper. Res., 202, 164, 10.1016/j.ejor.2009.05.002 Kleijnen, 2008, Response surface methodology for constrained simulation optimization: An overview, Simul. Modell. Pract. Theory, 16, 50, 10.1016/j.simpat.2007.10.001 Law, 1991, Vol. 2 Losordo, 2000, Using computer spreadsheets for water flow and biofilter sizing in recirculating aquaculture production systems, Aquacult. Eng., 23, 95, 10.1016/S0144-8609(00)00048-0 Melouk, 2013, Simulation optimization-based decision support tool for steel manufacturing, Int. J. Prod. Econ., 141, 269, 10.1016/j.ijpe.2012.08.001 Poot-López, 2014, Analysis of ration size in Nile tilapia production: economics and environmental implications, Aquaculture, 420, 198, 10.1016/j.aquaculture.2013.11.005 Pronzato, 2012, Design of computer experiments: space filling and beyond, Stat. Comput., 22, 681, 10.1007/s11222-011-9242-3 Sacks, 1989, Design and analysis of computer experiments, Stat. Sci., 409, 10.1214/ss/1177012413 Seginer, 2012, A note on oxygen supply in RAS: The effect of water temperature, Aquacult. Eng., 50, 46, 10.1016/j.aquaeng.2012.03.005 Seginer, 2009, Are restricted periods of over-stocking of recirculating aquaculture systems advisable? A simulation study, Aquacult. Eng., 41, 194, 10.1016/j.aquaeng.2009.07.007 Simpson, 2001, Metamodels for computer-based engineering design: survey and recommendations, Eng. Comput., 17, 129, 10.1007/PL00007198 Singh, 1996, A computer simulation model to optimize greenhouse size for an integrated (fish production, hydroponics) system, Trans. ASAE, 39, 2241, 10.13031/2013.27731 Swisher, 2000, A survey of simulation optimization techniques and procedures, Vol. 1, 119 Tekin, 2004, Simulation optimization: A comprehensive review on theory and applications, IIE Trans., 36, 1067, 10.1080/07408170490500654 Van Rijn, 1996, The potential for integrated biological treatment systems in recirculating fish culture—A review, Aquaculture, 139, 181, 10.1016/0044-8486(95)01151-X Villanueva, 2013, Selecting stocking density in different climatic seasons: A decision theory approach to intensive aquaculture, Aquaculture, 384, 25, 10.1016/j.aquaculture.2012.12.014 Wang, 2005, Key issues and developments in modelling and simulation-based methodologies for manufacturing systems analysis, design and performance evaluation, Int. J. Adv. Manuf. Technol., 25, 1254, 10.1007/s00170-003-1957-7 Weatherley, 1993, Process modelling of an intensive aquaculture system, Aquacult. Eng., 12, 215, 10.1016/0144-8609(93)90013-2