Towards understanding the dynamic behaviour of bioflocs in a fish tank culture: Integration of fish growth and activated sludge modelling

被引:1
作者
Tarigan, Nurhayati Br [1 ,2 ]
Verdegem, Marc [2 ]
Ekasari, Julie [3 ]
Keesman, Karel J. [1 ]
机构
[1] Wageningen Univ & Res, Math & Stat Methods Biometris, NL-6700 AA Wageningen, Netherlands
[2] Wageningen Univ & Res, Aquaculture & Fisheries, Anim Sci Grp, NL-6700 AH Wageningen, Netherlands
[3] IPB Univ, Fac Fisheries & Marine Sci, Dept Aquaculture, Bogor 16128, West Java, Indonesia
关键词
Activated sludge model; Non-starch-polysaccharide; Nile tilapia; Biofloc; Nitrogen; Mathematical model; USE EFFICIENCY; AQUACULTURE; NITROGEN; WATER; TECHNOLOGY; SIMULATION; SYSTEMS; ENERGY; ALGAE;
D O I
10.1016/j.aquaeng.2024.102509
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
Biofloc can improve the nutrient use efficiency of an aquaculture system. However, knowledge of the dynamic behaviour of biofloc related to the nutrient concentration in the water is limited. This study combined the fish growth model with the activated sludge model (ASM), later called fish-ASM, to understand the dynamic behaviour of biofloc in Nile tilapia culture. Fish were fed two types of diets that differ in fiber content. One of the diet contains three times higher fiber, which was formulated by incorporating more non-starch-polysaccharides (NSP). NSP is expected to increase carbon content in the water and promote more biofloc growth. Initial model parameter values were gained from experiments and ASM number 1. In fish-ASM, waste comes from uneaten feed, fish faeces, decay of heterotrophic and autotrophic biomass, and fish gill excretion (ammonia). Heterotrophic and autotrophic biomass then utilize the waste as substrates for their growth and part of the biomass is consumed by fish as natural food. The main model outputs in this study are hourly dynamics of fish, biofloc, and nitrogen in water. After trial and error calibration process, the model was fit to the fish, biofloc, and nitrogen dynamics of the lower fiber diet datasets with relative mean square error of 3 %-34 % to the corresponding average observations. However, future improvement was needed in the higher fiber diet simulation, especially related to biofloc and ammonia dynamics. The study shows that the development of biofloc was strongly influenced by organic matter availability.
引用
收藏
页数:14
相关论文
共 34 条
[1]  
Avnimelech Y., 2009, Biofloc technology-A Pratical Guidebook
[2]  
Barbrook-Johnson P., 2022, Systems Mapping, P47, DOI [10.1007/978-3-031-01919-74, DOI 10.1007/978-3-031-01919-74]
[3]   Biofloc technology application in aquaculture to support sustainable development goals [J].
Bossier, Peter ;
Ekasari, Julie .
MICROBIAL BIOTECHNOLOGY, 2017, 10 (05) :1012-1016
[4]   Indicators of resource use efficiency and environmental performance in fish and crustacean aquaculture [J].
Boyd, Claude E. ;
Tucker, Craig ;
Mcnevin, Aaron ;
Bostick, Katherine ;
Clay, Jason .
REVIEWS IN FISHERIES SCIENCE, 2007, 15 (04) :327-360
[5]   A practitioners perspective on the uses and future developments for wastewater treatment modelling [J].
Daigger, G. T. .
WATER SCIENCE AND TECHNOLOGY, 2011, 63 (03) :516-526
[6]   Chemical Oxygen Demand Can Be Converted to Gross Energy for Food Items Using a Linear Regression Model [J].
Davis, Taylor L. ;
Dirks, Blake ;
Carnero, Elvis A. ;
Corbin, Karen D. ;
Krakoff, Jonathon ;
Parrington, Shannon ;
Lee, Donghun ;
Smith, Steven R. ;
Rittmann, Bruce E. ;
Krajmalnik-Brown, Rosa ;
Marcus, Andrew K. .
JOURNAL OF NUTRITION, 2021, 151 (02) :445-453
[7]   Towards a zero-waste aquaponics-centered eco-industrial food park [J].
de Korte, Milan ;
Bergman, Joris ;
van Willigenburg, L. Gerard ;
Keesman, Karel J. .
JOURNAL OF CLEANER PRODUCTION, 2024, 454
[8]   The basics of bio-flocs technology: The added value for aquaculture [J].
De Schryver, P. ;
Crab, R. ;
Defoirdt, T. ;
Boon, N. ;
Verstraete, W. .
AQUACULTURE, 2008, 277 (3-4) :125-137
[9]   Engineering analysis of the stoichiometry of photoautotrophic, autotrophic, and heterotrophic removal of ammonia-nitrogen in aquaculture systems [J].
Ebeling, James M. ;
Timmons, Michael B. ;
Bisogni, J. J. .
AQUACULTURE, 2006, 257 (1-4) :346-358
[10]   Immune response and disease resistance of shrimp fed biofloc grown on different carbon sources [J].
Ekasari, Julie ;
Azhar, Muhammad Hanif ;
Surawidjaja, Enang H. ;
Nuryati, Sri ;
De Schryver, Peter ;
Bossier, Peter .
FISH & SHELLFISH IMMUNOLOGY, 2014, 41 (02) :332-339