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Evaluating the Efficiency of Energy Consumption in Dairy Cattle Breeding Unit Using Statistical and ANFIS Methods Cover

Evaluating the Efficiency of Energy Consumption in Dairy Cattle Breeding Unit Using Statistical and ANFIS Methods

Open Access
|May 2025

References

  1. AMID, S. – GUNDOSHMIAN, M. T. – SHAHGOLI, G. – RAFIEE, S. 2016. Energy use pattern and optimization of energy required for broiler production using data envelopment analysis. In Information Processing in Agriculture, vol. 3, no. 2, pp. 83–91. DOI: https://doi.org/10.1016/j.inpa.2016.03.003
  2. CHAMSING, A. – SALOKHE, V. M. – SINGH, G. 2006. Energy consumption analysis for selected crops in different regions of Thailand. In Agricultural Engineering International: the CIGR eJournal, vol. 8, paper no. EE 06 013.
  3. CHAUHAN, B. S. – GILL, G. – PRESTON, C. 2006. Influence of tillage systems on vertical distribution, seedling recruitment and persistence of rigid ryegrass (Lolium rigidum) seed bank. In Weed Science, vol. 54, no. 4, pp. 669–676. DOI: https://doi.org/10.1614/WS-05-184R.1
  4. COLEY, D. A. – GOODLIFFE, E. – MACDIARMID, J. 1998. The embodied energy of food: the role of diet. In Energy policy, vol 26, no. 6, pp. 455–446.
  5. ERDAL, G. – ESENGÜN, K. – ERDAL, H. – GÜNDÜZ, O. 2007. Energy use and economic analysis of sugar beet production in Tokat province of Turkey. In Energy, vol. 32, pp. 35–41. DOI: https://doi.org/10.1016/j.Inenergy.2006.01.007
  6. FOOD AND AGRICULTURAL ORGANIZATION (FAO). 2012. FAO Statistical Yearbook 2012. Europe and Central Asia Food and Agriculture. 118 pp. Available at: https://www.fao.org/4/i3138e/i3138e.pdf
  7. FRORIP, J. – KOKIN, E. – PRAKS, J. – POIKALAINEN, V. – RUUS, A. – VEERMÄE, I. – LEPASALU, L. SCHÄFER, W. – MIKKOLA,H. – AHOKAS, J. 2012. Energy consumption in animal production – case farm study. In Agronomy Research, vol. 10, no. 1, pp. 39–48.
  8. HERNANZ, J. L. – SÁNCHEZ-GIRÓN, V. – NAVARRETE, L. – SÁNCHEZ, M. J. 2014. Long-term (1983–2012) assessment of three tillage systems on the energy use efficiency, crop production and seeding emergence in a rain fed cereal monoculture in semiarid conditions in central Spain. In Field Crops Research, vol. 166, pp. 26–37. DOI: https://doi.org/10.1016/j.fcr.2014.06.013
  9. IRANDATAPORTAL. 2014. Iran Statistical Yearbook 1392. 5. Agriculture, Forestry and Fisheries. 272 pp. Available at: https://irandataportal.syr.edu/wp-content/uploads/AGRICULTURE-FORESTRY-FISHERIES.pdf
  10. JANG, J.-S. R. – SUN, C.-T. 1997. Neuro-fuzzy modeling and control. In Proceedings of the IEEE, vol. 83, no. 3, pp. 378–406. DOI: https://doi.org/10.1109/5.364486
  11. KAYGUSUZ, K. 2001. Renewable energy: Power for a sustainable future. In Energy Exploration & Exploitation, vol. 19, no. 6, pp. 603–626.
  12. KITANI, O. – JUNGBLUTH, T. – PEART, R. M. – RAMDANI, A. 1999. CIGR Handbook of Agricultural Engineering. Volume V: Energy and Biomass Engineering. St. Joseph, Michigan : American Society of Agricultural Engineers, 351 pp. ISBN 0-929355-97-0.
  13. KOVAČIĆ, D. – KRALIK, D. – JOVIČIĆ, D. – SPAJIĆ, R. 2019. An assessment of anaerobic thermophilic co-digestion of dairy cattle manure and separated tomato greenhouse waste in lab-scale reactors. In Acta Technologica Agriculturae, vol. 22, no. 2, pp. 38–42. DOI: https://doi.org/10.2478/ata-2019-0007
  14. KRAATZ, S. 2012. Energy intensity in livestock operations – Modeling of dairy farming systems in Germany. In Agricultural Systems, vol. 110, pp. 90–106. DOI: https://doi.org/10.1016/j.agsy.2012.03.007
  15. KRUEGER, E. – PRIOR, S. A. – KURTENER, D. – ROGERS, H. H. – RUNION, G. B. 2011. Characterizing root distribution with adaptive neuro-fuzzy analysis. In International Agrophysics, vol. 25, no. 1, pp. 93–96.
  16. LAWSON, S. C. – KANDA, H. – WATANABE, K. – KIFLAWI, I. – SATO, Y. – COLLINS, A. T. 1996. Spectroscopic study of cobalt-related optical centers in synthetic diamond. In Journal of Applied Physics, vol. 79, no. 8, pp. 4348–4357. DOI: https://doi.org/10.1063/1.361744
  17. LOGHMANPOUR ZARINI, R. – HOSSEIN-ZADEH, N. G. – NABIPOUR AFROUZI, H. 2019. Modeling output energy in the dairy and beef cattle farms using the methods of Artificial Neural Network and ANFIS (Case Study: Mazandaran Province, Iran). In Animal Production Research, vol. 1, no. 1, pp. 17–28. (In Persian)
  18. MARTINHO, V. J. P. D. 2021 Direct and indirect energy consumption in farming: Impacts from fertilizer use. In Energy, vol. 236, article no. 121504. DOI: https://doi.org/10.1016/j.energy.2021.121504
  19. MOINFAR, A. – SHAHGHOLI, G. 2019. The effect of tractor driving system type on its slip and rolling resistance and its modelling using ANFIS. In Acta Technologica Agriculturae, vol. 22, no. 4, pp. 115–121. DOI: https://doi.org/10.2478/ata-2019-0021
  20. OZKAN, B. – AKCAOZ, H. – KARADENIZ, F. 2004. Energy requirement and economic analysis of citrus production in Turkey. In Energy Conversion and Management, vol. 45, no. 11–12, pp. 1821–1830. DOI: https://doi.org/10.1016/j.enconman.2003.10.002
  21. ESKANDARI CHERATI, F. – BAHRAMI, H. – ASAKEREH, A. 2011. Energy survey of mechanized and traditional rice production system in Mazandaran Province of Iran. In African Journal of Agricultural Research, vol. 6, no. 11, pp. 2565–2570.
  22. SALVADOR, A. 2005. Energy: A Historical Perspective and 21st Century Forecast. USA : American Association of Petroleum Geologists, vol. 54. ISBN 9781629810454. DOI: https://doi.org/10.1306/St541032.
  23. SEFEEDPARI, P. – RAFIEE, S. – AKRAM, A. – KOMLEH, S. H. P. 2014. Modeling output energy based on fossil fuels and electricity energy consumption on dairy farms of Iran: Application of adaptive neural-fuzzy inference system technique. In Computers and Electronics in Agriculture, vol. 109, pp. 80–85. DOI: https://doi.org/10.1016/j.compag.2014.09.010
  24. SOLTANALI, H. – EMADI, B. – ROHANI, A. – KHOJASTEHPOUR, M. 2015. Energy consumption modelling and greenhouse gas emissions in dairy farms (case study: Guilan Province, Iran). In Journal of Ruminant Research, vol. 2. no. 4, pp. 171–191. (In Persian).
  25. UNAKITAN, G. – AYDIN, B. 2018. A comparison of energy use efficiency and economic analysis of wheat and sunflower production in Turkey: A case study in Thrace Region. In Energy, vol. 149, pp. 279–285. DOI: https://doi.org/10.1016/j.energy.2018.02.033
  26. WELLS, D 2001. Total energy indicators of agricultural sustainability: dairy farming case study. Technical paper. Ministry of Agriculture and Forestry, Wellington, New Zealand. http://www.maf.govt.nz
Language: English
Page range: 97 - 104
Published on: May 15, 2025
Published by: Slovak University of Agriculture in Nitra
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2025 Saeed Ostvar, Gholamhossein Shahgholi, Ahmad Moradi Chekan, Abdolmajid Moinfar, Mariusz Szymanek, published by Slovak University of Agriculture in Nitra
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.