CONTEMPORARY METHODS OF ARTIFICIAL INTELLIGENCE IN THE FUNCTION OF WATER RESOURCES MANAGEMENT
DOI:
https://doi.org/10.7251/COMEN1702144SAbstract
The subject of the research in this paper is the artificial intelligence models through a modern methodological approach to solving complex water management problems. Fuzzy logic as new mathematics, neural networks and fuzzy expert systems open up great opportunities in simulating and solving real problems related to the division of water and water resources. When decision-makers seek optimum, in addition to technical and economic criteria, sometimes the decisive influence belongs to the low, ecology, political, territorial, social, religious or cultural criteria. The developed theoretical model was tested and confirmed by the development of an expert system for the selection of an optimal solution for the management and distribution of the water potential of the Drina River, in the zone of different entities, between the cities of Foča and Goražde. Holistic approach and synergy appreciation of all relevant criteria resulted in the fact that the solution found by the expert model was also implemented in practice, which is confirmation for the expert system developed.
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N. Hanley, J. A. Shogreen and B. White, Environmental Economics in Theory and Practice, Palgrave-Macmillan, Houndmills Hampshire UK and New Jork, 2002.
C. Nansy Banner, Environmental Compliance Policies & Tools, Environment 2000, October, 2000, Orlando, Florida
D. Perace (ed.), C. Perace and C. Palmer, Valuing the Environment in Developing Countries, Edward Elgar, Chaltenham UK, 2002.
S. Stevović, Environmental management within hydro energy, Andrejevic Endowment, Belgrade 2006.
S. Stevović, M. Manigoda, Hydro power plants construction and exploitation – environmental aspects, Conference: Republic of Srpska Energy, Teslić, Bosnia and Hercegovina, October 2001.
S. Stevović, N. Marinković, Mathematical modeling of environmental aspects in hydro energy, Conference: Republic of Srpska Energy, Teslic, Bosnia and Herzegovina, October 2001.
S. Stevović, Methodology in project analysis of environmental impact, II Congress JDVB–Kladovo, October 2003.
S. Stevović, Optimization and evaluation of Hydro Development, Millenium Congress on Energy and Environment, Clean Energy, Geneve, 2000, January 2000.
S. Stevović, Paunci at Drina River, Conceptual design, Energoprojekt-Hidroinzenjering, Belgrade, 2000.
S. Stevović, Legal acts in creating environmental impact analysis according to criteria of the World Bank, Conference on Water 2002, Vrnjacka Banja, FRJ, June 2002.
T.Terang, Fuzzy Engineering – Its progress in Life and Future prospects, FUZZY-IEEE '95 5th International Conference on Fuzzy Systems, Yokohama, Japan, 1995.
IFC Environmental Operational Policies, Environmental Assessment Report for a Hydro Project, 2000.
S. Stevović, Conceptual design HPP at Drina river between cities Foca and Gorazde, Energoprojekt-Hidroinzenjering, Belgrade 2000.
S. Stevović, The Delphi method in selecting the technical minimum in the function of environmental quality, Technical Journal, Belgrade 2008.
L. A. Zadeh, Fuzzy logic computing with words, IEEE Transaction-Fuzzy Systems, (4), 235-242. 1996.
N. Đurić, A. Babajić, D. Đurić, D. Srkalović, M. Perišić, The terrain characteristics of railway along the entity border of Federation B & H - Maglaj, section km 103+ 500 – Maglaj, Arhiv za tehničke nauke, 14−1 (2016) 7−17.
N. Đurić, An example of „modern construction of the facility, Arhiv za tehničke nauke, 13−1 (2016) 25−33.
N. Đurić, M. Bešević, D.Djuric, A. Prokić and D. Kukaras, Causes and Consequences of Certain Landslides in Republic of Srpska, Bosnia and Herzegovina, Procedia Earth and Planetary Science, Vol. 15 (2015) 159−164.
S. Kirin, P. Kovač, B. Savković, S. Mirjanić and L. Soos, The economic sustainability of a model that balances ecological and power supply needs, MM Science Journal (2017) 1692−1695.
S. Mirjanić, 2017. Zaštita životne sredine i održivi razvoj. SKUP, 1(7−2).
S. Stevović, Z. Milovanović and M. Stamatović, Sustainable model of hydro power development—Drina river case study, Renewable and Sustainable Energy Reviews, Vol. 50 (2015) 363−371.
S. Stevović, Z. Milovanović and A. Milajić, New methodological approach in technical-economic and environmental optimization of sustainable energy production, Thermal Science, Vol. 14−3 (2010) 809−819.
G. Češljar and S. Stevović, Small reservoirs and their sustainable role in fires protection of forest resources, Renewable and Sustainable Energy Reviews, Vol. 47 (2015) 496−503.
S. Stevovic and Ž. Nestorović, Impact of Environment GIS Modeling on Sustainable Water Systems Management, Procedia Engineering, Vol. 162 (2016) 293−300.
S. Stevović and D. Stefanović, Selection of the technical optimum for the purpose of environment quality preservation by Delphy method, Tehnika-Naše građevinarstvo, Vol. 62−6 (2008) 1−7.
S. Stevović, Ž. Nestorović, Impact of Gravity on Fluid Mechanics Models, Procedia Engineering, Vol. 162 (2016) 301−308.
S. Stevović, H. Milošević, I. Stevović and S. Hadrović, Sustainable management of water resources in Prokletije region, Industrija, Vol. 42−1 (2014) 47−61.
I. Stevović, J. Jovanović, S. Stevović, Sustainable management of Danube renewable resources in the region of Iron Gate-Djerdap 1, 2 and 3 case study, Management of Environmental Quality: An International Journal, (just-accepted), Vol. 28−5 (2017) 664−680.
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2018-02-14
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