Imitation agents for modeling mechanized technological processes for manufacture of buryaks
DOI:
https://doi.org/10.31548/dopovidi2018.03.032Abstract
Research of technological processes based on simulation, in particular agent-based modeling as one of its types, allows you to define process variables, their relationships and interactions, to highlight the technical and economic indicators, to assess the impact on profitability, to determine directions of development and ways of improvement of technical and technological base of the industry sugar beet.
The analysis of the ability of a comprehensive study of the technology of sugar beet production through the development and application of simulation models. Study of parameters of technological processes of production of sugar beet is proposed to carry out the method of agent-based simulation that allows to simulate the technological process at different levels of aggregation of the indicators based on a common methodological approach. Statistics simulation a set of parameter values and their subsequent processing by statistical methods allow to analyze relations between the values of the parameters. In the end, the simulation results are used for decisionmaking about the choice of the optimal variant from the set of the admissible taking into account the criterion that expresses the efficiency of TP. The purpose of simulation of technological processes of production of sugar beet is to increase their productivity through the definition and justification of optimum parameters.
Key words: sugar beet, technological process, technical means, preplant tillage, sowing, field seed similarity, simulation modeling, agent, algorithm, visualization
References
Boldyrieva L., Volokha M. (2014). Modelyuvannya tekhnolohiyi vyrobnytstva tsukrovoho buryaku [Simulation technology of sugar beet]. Visnyk Natsionalʹnoho aviatsiynoho universytetu. T. 61, 4, 133-139.
Volokha M. P. Pryntsypy modelyuvannya tekhnolohichnykh protsesiv vyrobnytstva tsukrovykh buryakiv. [Principles of modeling of technological processes of sugar beet production].Problemy ekolohichnoyi biotekhnolohiyi [Elektronnyy naukovyy zhurnal NAU]. 2013, 2. Rezhym dostupu: http://ecobio.nau.edu.ua/index.php/ecobiotech/article/view/5503/6215
Volokha M. P. (2013) Modelyuvannya tekhnolohichnykh protsesiv pidhotovky gruntu i nasinnya do sivby tsukrovykh buryakiv [Modeling of technological processes of preparation of soil and seeds for the sowing of sugar beet] «Konstruyuvannya, vyrobnytstvo ta ekspluatatsiya silʹsʹkohospodarsʹkykh mashyn»: zahalʹnoderzhavnyy mizhvidomchyy naukovo-tekhnichnyy zbirnyk KNTU. Kirovohrad, Vyp. 43. CH. I. 246–252.
Karpov Yu. (2005). Imitatsionnoye modelirovaniye sistem. Vvedeniye v modelirovaniye s AnyLogic 5 [Simulation of systems. Introduction to modeling with AnyLogic 5]. SPb: BKHV-Peterburg, 2005. 400.
Lima, R. M., Souza, R. M. i Martins, P. Yа. Rozpodilena systema keruvannya aerokosmichnym planuvannyam i kontrolem.[ Distributed production planning and control agent-based system]. Mizhnarodnyy zhurnal vyrobnychykh doslidzhenʹ, 44 (18-19): 3693 - 3709.
Volokha M. P. (2016). Imitatsiyne modelyuvannya tekhnolohichnykh protsesiv vyrobnytstva buryakiv tsukrovykh. [Imitation modeling of technological processes of sugar beet production] Naukovyy visnyk Natsionalʹnoho universytetu bioresursiv i pryrodokorystuvannya Ukrayiny. Seriya: Tekhnika ta enerhetyka APK.. Vyp. 251. 204–214.
Volokha M. P. (2014) Podolannya bahatokryterialʹnosti pry modelyuvanni tekhnolohichnykh protsesiv vyroshchuvannya tsukrovykh buryakiv. [Overcoming multicriteria in modeling of technological processes of growing sugar beet]. «Tekhniko-tekhnolohichni aspekty rozvytku ta vyprobuvannya novoyi tekhniky i tekhnolohiy dlya silʹsʹkoho hospodarstva Ukrayiny»: zbirnyk naukovykh pratsʹ UkrNDIPVT im L. Pohoriloho. Doslidnytsʹke, Vyp. 18 (32). kn.2. 237–243.
Doroshenko Yu. O., Volokha M. P. (2015) Modelyuvannya dvoyedynoho tekhnolohichnoho protsesu peredposivnoho obrobitku hruntu i sivby buryakiv tsukrovykh [Modeling of two-way technological process of pre-sowing tillage of soil and seeding of beet sugar] Materialy XII Mizhnarodnoyi naukovo-tekhnichnoyi konferentsiyi «AVIA–2015».
Volokha M. P. (2017) Adaptovana ahentna imitatsiyna modelʹ tekhnolohichnykh protsesiv i tekhnichnykh zasobiv vyroshchuvannya buryakiv tsukrovykh. [Adapted agent is an imitation model of technological processes and technical means of growing beet sugar] Materialy XIII Mizhnarodnoyi naukovo-tekhnichnoyi konferentsiyi «AVIA–2017».
Downloads
Published
Issue
Section
License
Relationship between right holders and users shall be governed by the terms of the license Creative Commons Attribution – non-commercial – Distribution On Same Conditions 4.0 international (CC BY-NC-SA 4.0):https://creativecommons.org/licenses/by-nc-sa/4.0/deed.uk
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).
