Macromodelling of fermentation process of municipal solid organic waste at biogas plants on the acidogenesis stage

• Autorzy: Hural I. , Dyvak M. , Stakhiv P.
• Języki publikacji: EN

Abstrakty

EN

In this work the task of modeling processes of anaerobic microbiological fermentation with keeping the balance on the stages of hydrolysis and acidogenesis was considered. It was proposed and justified to build the model at the stage of acidogenesis in the form of interval difference operator (IDO). The structure identification method of IDO on the principles of honey bee colony functioning in the food search process, which provides the possibility of obtaining simple IDO structures with specified prognostic properties relative to existing methods, was substantiated.

Słowa kluczowe

EN

biogas; municipal solid organic waste; biogas plants; structure identification; interval difference operator; Artificial Bee Colony Algorithm

PL

biogaz; stałe odpady komunalne; biogazownia; identyfikacja strukturalna; operator różniczkowy; algorytm sztucznej kolonii pszczół

• Wydawca: Wydawnictwo Politechniki Łódzkiej
• Czasopismo: Journal of Applied Computer Science
• Rocznik: 2016
• Tom: Vol. 24, nr 1
• Strony: 17--35
• Opis fizyczny: Bibliogr. 18 poz., wykr.

Twórcy

autor

Hural I.

• Ternopil National Economic University, Department of Computer Science, Chekhova 8, 46000 Ternopil, Ukraine

autor

Dyvak M.

• Ternopil National Economic University, Department of Computer Science, Chekhova 8, 46000 Ternopil, Ukraine

autor

Stakhiv P.

• Lodz University of Technology, Institute of Information Technology, Wolczanska 215, 90-924 Lodz, Poland

Bibliografia

• [1] Geletukha, G., Kucheruk, P., and Matveyeyev, Y., Production Prospects of Biogas in Ukraine, BAU snapshot, , No. 4, 2013, pp. 22, (in Ukrainian).
• [2] Hural, I., Voytyuk, I., and Martsenyuk, Y., Analysis of Biochemical Processes as a Basis for Building Macro Models of Dynamic Processes at Biogas Plants. Modern Problems of Radio Engineering, Telecommunications, and Computer Science. Proceedings of the XIIth International Conference TCSET’2014, Tech. rep., Publishing House of Lviv Polytechnic, 2014.
• [3] Baader, B., Done, E., and Brenderfer, M., Biogas: Theory and Practice, Kolos, 1982, (in Russian).
• [4] Bodnar, A., The First Step Toward Environmental Future - Sorting Trash, 2013, pp. 12.
• [5] Dekhtiar, I., Dyvak, T., and Martsenyuk, Y., Features of Biogas Production Process and Methods of its Modeling. The Experience of Designing and Application of CAD Systems in Microelectronics. Proceedings of the XIIth International Conference CADSM’2013, Tech. rep., Publishing House of Lviv Polytechnic, 2013.
• [6] Hural, I., Dyvak, M., Pigovsky, Y., and Spilchuk, V., Autonomous Systems Modification of Mono‘s Differential Equations to Non-autonomous Systems in the Tasks of Modeling Processes Problems at Biogas Plants. The Experience of Designing and Application of CAD Systems in Microelectronics. Proceedings of the XIIIth International Conference CADSM’2015, Tech. rep., Publishing House of Lviv Polytechnic, 2015.
• [7] Dyvak, M., Tasks of Mathematical Modeling the Static Systems with Interval Data, Economic thought, 2011, (in Ukrainian).
• [8] Dyvak, M., Stakhiv, P., and Kalishchuk, I., Identification of the Models "Input-Output" Dynamic Systems Using Interval Approach, Bulletin of Ternopil State Technical University, Vol. 9, No. 4, 2004, pp. 109–117, (in Ukrainian).
• [9] Dyvak, M. and Hural, I., The Interval Representation of the Dynamics of Anaerobic Microbial Fermentation at Biogas Plants, Inductive Modeling of Complex Systems, Vol. 6, 2014, pp. 55–68, (in Ukrainian).
• [10] Gerber, M. and Span, R., An Analysis of Available Mathematical Model for Anaerobic Digestion of Organic Substances for Production of Biogas, International Gas Union Research conference, 2008.
• [11] Hural, I., Dyvak, M., and Pigovsky, Y., Non-autonomous Model of Biogas Production and Method of its Identification, Journal of Kremenchuk University, Vol. 3(92), 2015, pp. 129–136, (in Ukrainian).
• [12] Dyvak, M. and Dyvak, T., Features of Construction of Interval Systems of Algebraic Equations and Methods of Solving Problems in Identification of Interval Linear Difference Operator, Inductive Modeling of Complex Systems, Vol. 1, 2009, pp. 35–43, (in Ukrainian).
• [13] Griffin, M., McMahon, K., Mackie, R., and Raskin, L., Methanogenic Population Dynamics During Start-up of Anaerobic Digesters Treating Municipal Solid Waste and Biosolids, Biotechnology and Bioengineering, Vol. 57, No. 3, 1998, pp. 342–355.
• [14] Porplytsya, N., Dyvak, M., and Dyvak, T., Method of Structure Identification for Interval Difference Operator Based on the Principles of Honey Bee Colony Functioning, Computational Problems of Electrical Engineering, Vol. 4, No. 2, 2014, pp. 57–68.
• [15] Porplytsya, N. and Dyvak, M., Synthesis of Structure of Interval Difference Operator Using Artifitional Bee Colony Algorithm, Inductive Modeling of Complex Systems, Vol. 5, 2013, pp. 256–269, (in Ukrainian).
• [16] Dyvak, T., Parametric Identification of Interval Difference Operator on the Example of Macromodel for Distribution of Humidity in the Drywall Sheets in the Process of Drying, Information Technologies and Computer Engineering, Vol. 3, 2012, pp. 79–85, (in Ukrainian).
• [17] Ivakhnenko, A., Inductive Method of Self-Organization of Models of the Complex Systems, Sciences thinking, 1982, (in Russian).
• [18] Holub, N. and Kozlovets, A., Mathematical Modeling of Methane Production During Fermentation, Scientific news NTU "KPI", Vol. 4, 2014, pp. 21–25, (in Ukrainian).

Uwagi

Opracowanie ze środków MNiSW w ramach umowy 812/P-DUN/2016 na działalność upowszechniającą naukę.