university of novi sad - bib.irb.hr · ph.d marko ristić, research associate, institute mihajlo...
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University of Novi Sad
Technical faculty “Mihajlo Pupin”Zrenjanin, Republic of Serbia
VIII International Conference
Industrial Engineering and
Environmental Protection
(IIZS 2018)
Proceedings
Zrenjanin, 11 - 12th October 2018.
IN COOPERATION WITH PARTNERS:
UNIVERSITY POLITEHNICA TIMISOARA,
FACULTY OF ENGINEERING,
HUNEDOARA, ROMANIA
UNIVERSITY «St. KLIMENT OHRIDSKI«,
TECHNICAL FACULTY, BITOLA,
MACEDONIA
„AUREL VLAICU” UNIVERSITY OF ARAD,
FACULTY OF ENGINEERING, ARAD,
ROMANIA
UNIVERSITY OF EAST SARAJEVO,
FACULTY OF MECHANICAL
ENGINEERING EAST SARAJEVO,
REPUBLIC OF SRPSKA, B&H
UNIVERSITY OF GIRESUN,
FACULTY OF ENGINEERING,
GIRESUN, TURKEY
VIII International Conference - Industrial Engineering and Environmental
Protection (IIZS 2018)
Organizer of the Conference:
Technical faculty “Mihajlo Pupin”, Zrenjanin, University of Novi Sad, Republic of Serbia
Reviewers:
Ph.D Snežana Filip, Technical faculty “Mihajlo Pupin”, Zrenjanin, Republic of Serbia
Ph.D James G. Speight, CD&W Inc., Laramie, Wyoming, USA
Ph.D Bogdana Vujić, Technical faculty “Mihajlo Pupin”, Zrenjanin, Republic of Serbia
Ph.D Eleonora Desnica, Technical faculty “Mihajlo Pupin”, Zrenjanin, Republic of Serbia
Ph.D Ljiljana Radovanović, Technical faculty “Mihajlo Pupin”, Zrenjanin, Republic of Serbia
Ph.D Jasmina Pekez, Technical faculty “Mihajlo Pupin”, Zrenjanin, Republic of Serbia
Publisher:
Technical faculty “Mihajlo Pupin”, Zrenjanin, University of Novi Sad
For publisher:
Ph.D Dragica Radosav, Dean of Technical faculty “Mihajlo Pupin”, Zrenjanin
Technical treatment:
MSc Ivan Palinkaš, Technical faculty “Mihajlo Pupin”, Zrenjanin, Republic of Serbia
MSc Mića Đurđev, Technical faculty “Mihajlo Pupin”, Zrenjanin, Republic of Serbia
Ph.D Eleonora Desnica, Technical faculty “Mihajlo Pupin”, Zrenjanin, Republic of Serbia
Ph.D Ljiljana Radovanović, Technical faculty “Mihajlo Pupin”, Zrenjanin, Republic of Serbia
Ph.D Jasmina Pekez, Technical faculty “Mihajlo Pupin”, Zrenjanin, Republic of Serbia
Design:
MSc. Stanislava Sinđelić, Technical faculty “Mihajlo Pupin”, Zrenjanin, Republic of Serbia
Lecturer:
MSc. Dragica Ivin, Technical faculty “Mihajlo Pupin”, Zrenjanin, Republic of Serbia
ISBN: 978-86-7672-309-6
CIP - Каталогизација у публикацијиБиблиотека Матице српске, Нови Сад
62:005.3(082)(0.034.4)
502/504(082)(0.034.4)
INTERNATIONAL Conference Industrial Engineering and Environmental
Protection (8 ; 2018 ; Zrenjanin)
Proceedings [Elektronski izvor] / VIII International Conference Industrial
Engineering and Environmental Protection (IIZS 2018), Zrenjanin, 11-12th October
2018. - Zrenjanin : Tehnički fakultet "Mihajlo Pupin", 2018. - 1 elektronski optički disk (CD-ROM) : tekst ; 12 cm
Nasl. sa naslovnog ekrana. - Str. [V]: Introduction / Slavica Prvulović. - Bibliografija
uz svaki rad
ISBN 978-86-7672-309-6
a) Индустријско инжењерство - Зборници b) Животна средина - Заштита -ЗборнициCOBISS.SR-ID 325938183
SCIENTIFIC COMMITTEE - TECHNICAL FACULTY „MIHAJLO PUPIN“
Ph.D Slavica Prvulović, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
Ph.D Slobodan Janković, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
Ph.D Vjekoslav Sajfert, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
Ph.D Duško Letić, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
Ph.D Bogdana Vujić, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
Ph.D Nadežda Ljubojev, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
Ph.D Eleonora Desnica, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
Ph.D Ljiljana Radovanović, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
Ph.D Radoslav Mićić, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
Ph.D Vladimir Šinik, Tehnički fakultet “Mihajlo Pupin”, Zrenjanin, Serbia
Ph.D Jasmina Pekez, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
Ph.D Zoltan Kazi, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
Ph.D Snežana Filip, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
INTERNATIONAL SCIENTIFIC COMMITTEE
Ph.D James G. Speight, CD&W Inc., Laramie,Wyoming, USA
Ph.D. dr Hosam E.A.F. Bayoumi Hamuda, Obuda Univerzity, Budapest, Hungary
Ph.D Mário Augusto Tavares Russo, Polytechnic Institute of Viana do Castelo, Faculty of Technology and
Management, Viana do Castelo, Portugal
Ph.D Svetlana Lilkova, University of Architecture, Civil Engineering and Geodesy (UACEG), Faculty of
Hydraulic Engineering, Sofia, Bulgaria
Ph.D Dimitar G. Petrov, , Technical University Sofia, branch Plovdiv, Bulgaria
Ph.D Valentina Emilia Balas, „Aurel Vlaicu” University of Arad, Faculty of Engineering, Arad, RomaniaPh.D Imre Kiss, University Politehnica Timisoara, Faculty of engineering, Hunedoara, Rumunija
Romania
Ph.D Francisc Popesku, University Politehnica Timisoara, Timisoara, Romania
Ph.D Mukrimin Şevket Guney, University of Giresun, Faculty of Engineering, Giresun, TurkeyPh.D Mustaca Serkan Soylu, University of Giresun, Faculty of Engineering, Giresun, Turkey
Ph.D Yalçın Tepe, University of Giresun, Faculty of Engineering, Giresun, TurkeyPh.D Mustafa Türkmen, University of Giresun, Faculty of Engineering, Giresun, Turkey
Ph.D Aysun Turkmen, University of Giresun, Faculty of Engineering, Giresun, Turkey
Ph.D Muharrem Hilmi Aksoy, Selcuk University, Engineering Faculty, Konya, Turkey
Ph.D Alexander Salnikov, Ukhta State Technical University (USTU), Ukhta, Republic of Komi, Russia
Ph.D Hrvoje Glavaš, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering,
Computer Science and Information Technology, Osijek, Croatia
Ph.D Tomislav Barić, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology, Osijek, Croatia
Ph.D Mirko Karakašić, Josip Juraj Strossmayer University of Osijek, Faculty of Mechanical Engineering
Slavonski Brod, Slavonski Brod, Croatia
Ph.D Vangelce Mitrevski, University «sv. Kliment Ohridski«, Technical Faculty, Bitola, Macedonia
Ph.D Tale Geramitcioski, University «sv. Kliment Ohridski«, Technical Faculty, Bitola, Macedonia
Ph.D Borut Vrščaj, Agricultural Institute of Slovenia, Department of Agricultural Ecology and Natural
Resources, Ljubljana, Slovenia
Ph.D Milija Kraišnik, University of East Sarajevo, Faculty of Mechanical Enigineering, Republic of Srpska, Bosnia and Herzegovina
Ph.D Mirjana Vojinović Miloradov, professor emeritus, University of Novi Sad, Faculty of Technical Sciences, Novi Sad, Serbia
Ph.D Bratislav Blagojević, University of Niš, Faculty of Mechanical Enigineering, Niš, SerbiaPh.D Dragan D. Milanović, University of Belgrade, Faculty of Mechanical Enigineering, Belgrade, Serbia
Ph.D Mijodrag Milošević, University of Novi Sad, Faculty of Technical Sciences, Novi Sad, SerbiaPh.D Dejan Lukić, University of Novi Sad, Faculty of Technical Sciences, Novi Sad, SerbiaPh.D Milan Rackov, University of Novi Sad, Faculty of Technical Sciences, Novi Sad, Serbia
Ph.D Jasmina Radosavljević, University of Niš, Faculty of Occupational Safety, Niš, Serbia
Ph.D Amelija Đorđević, University of Niš, Faculty of Occupational Safety, Niš, Serbia
Ph.D Nenad Živković, University of Niš, Faculty of Occupational Safety, Niš, SerbiaPh.D Snežana Dragićević, University of Kragujevac, Faculty of Technical Sciences, Čačak, SerbiaPh.D Ivona Radović, University of Belgrade, Faculty of Technology and Metallurgy, Belgrade, Serbia
Ph.D Mirjana Kijevčanin, University of Belgrade, Faculty of Technology and Metallurgy, Belgrade, SerbiaPh.D Aleksandra Sretenović, University of Belgrade, Faculty of Mechanical Enigineering, Belgrade, SerbiaPh.D Marina Milovanović, University “Union – Nikola Tesla“, Faculty for entrepreneurial business and real estate management, Belgrade, Serbia
Ph.D Jordana Ninkov, Senior Research Associate, Institute of Field and Vegetable Crops, Novi Sad, Serbia
Ph.D Tamara Ivetic, Senior Research Associate, University of Novi Sad, Faculty of Sciences, Department
of Physics, Novi Sad, Serbia
Ph.D Marko Ristić, Research Associate, Institute Mihajlo Pupin, Belgrade, Serbia
Ph.D Jasmina Perišić, University “Union – Nikola Tesla“, Faculty for entrepreneurial business and real
estate management, Belgrade, Serbia
Organizing Committee:Ph.D Slavica Prvulović, President, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
Ph.D Bogdana Vujić, Vice president, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
Ph.D Eleonora Desnica, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
Ph.D Ljiljana Radovanović, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
Ph.D Jasmina Pekez, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
Ph.D Vladimir Šinik, Tehnički fakultet “Mihajlo Pupin”, Zrenjanin, Serbia
Ph.D Zoltan Kazi, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
Ph.D Nadežda Ljubojev, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
Ph.D Snežana Filip, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
MSc Jasna Tolmač, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
MSc Ivan Palinkaš, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
BSc Borivoj Novaković, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
BSc Jelena Mićić, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
MSc Una Marčeta, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
MSc Mića Đurđev, Technical faculty “Mihajlo Pupin”, Zrenjanin, Serbia
Word of Thanks
We wish to thank Ministry of Education, Science and Technological
Development, Republic of Serbia, for donated financial means which supported
printing the Conference Proceedings and organization of
VIII International Conference - Industrial Engineering and Environmental
Protection (IIZS 2018).
We are very grateful to: Autonomous Province of Vojvodina, Provincial
Secretariat for Higher Education and Scientific Research, for donated financial
means which supported printing of the Conference Proceedings and organizing
of the VIII International Conference - Industrial Engineering and Environmental
Protection (IIZS 2018).
INTRODUCTION
Departments of Mechanical engineering at Technical Faculty "Mihajlo Pupin", Zrenjanin, organized
seven international conferences «Industrial Engineering and Environmental Protection - IIZS».
Since 2017, Department of Industrial engineering in exploitation of oil and gas has been joined to the
Conference organization, and since 2018, Department of Environmental protection has been joined for
the first time.
Industrial engineering is a field of technique, which includes the processes and procedures, plants,
machinery and equipment used in manufacturing final products in different industries. The task of
industrial engineers is that on the basis of theoretical and practical knowledge, solve specific problems
in engineering practice, and the development of technology in the field of industrial production
process.
The theme of scientific conference «IIZS 2018», covers the fields of Industrial engineering and
Environmental protection, which are defined in the program of the conference, such as: Mechanical
engineering, Energetics and process technique, Designing and maintenance, Oil and gas engineering,
Health and environmental protection, Environmental management, Occupational safety.
The main goals of the conference can be identified here: innovation and expansion of knowledge
engineers in industry and environmental protection; support to researchers in presenting the actual
results of research projects, establishing new contacts with leading national and international
institutions and universities; popularization of the faculty and its leading role in our society and the
immediate environment, in order to attract quality young population for studying at our faculty,
cooperation with other organizations, public companies and industry; initiative for collecting ideas in
solving specific practical problems; interconnection and business contacts; introducing professional
and business organizations with results of scientific and technical research; presentation of scientific
knowledge and exchange of experiences in the field of industrial engineering.
We express gratitude to:
· The partners of the conference – „Aurel Vlaicu” University of Arad, Faculty of engineering,
Arad, Romania; University «St. Kliment Ohridski«, Technical faculty, Bitola, Macedonia;
University Politehnica Timisoara, Faculty of engineering, Hunedoara, Romania; University of
East Sarajevo, Faculty of mechanical engineering East Sarajevo, B&H, Republic of Srpska;
University of Giresun, Faculty of engineering, Giresun, Turkey.
· The management of Technical Faculty «Mihajlo Pupin», University of Novi Sad,
for supporting the organization of the conference «IIZS 2018». We are also grateful to all the authors
who have contributed with their works to the organization of the scientific meeting «IIZS 2018».
We would like our Conference to become a traditional meeting of researchers, every year. We are
open and thankful for all useful suggestions which could contribute that the next, International
Conference - Industrial Engineering and Environmental Protection, become better in organizational
and program sense.
President of the Organizing Committee
Prof. Ph.D Slavica Prvulović
Zrenjanin, 11 - 12th October 2018.
Conference participants are from the following countries:
Serbia
United States of AmericaBrazil
Romania
SloveniaRepublic of Turkey
Montenegro
Iran Croatia Russia
FYR Macedonia Republic of Bulgaria Bosnia and Herzegovina
Hungary
CONTENTS
PLENARY SESSION
ANTAGONISTIC ACTIVITY BETWEEN RHIZOBACTERIA AND PHYTOPATHOGENIC
FUNGI UNDER ECOLOGICAL FACTORS
(Hosam E.A.F. Bayoumi Hamuda) .......................................................................................................... 3
USING SHERPA SCREENING TOOL FOR DESIGN AND ASSESSMENT OF LOCAL AND
REGIONAL AIR QUALITY MANAGEMENT
(Francisc Popescu, Bogdana Vujic, Adrian Eugen Cioabla, Aleksandar Djuric, Gavrila Trif-Tordai,
Delia-Gabriela Calinoiu, Luisa Izabel Dungan) ..................................................................................... 13
THE IMPACT OF THE ADSORBENT HYDRATION ON THE CADMIUM ADSORPTION FROM
WATER SOLUTIONS
(Milan Milivojević, Danijela Devrnja, Ivan Antanasković, Jovan Jovanović, Mirjana Kijevčanin) ..... 19
PEDELEC LI-ION BATTERY PACK LIFETIME
(Hrvoje Glavaš, Mirko Karakašić, Ivica Petrović, Držislav Vidaković) ................................................ 27
MICROSTRUCTURAL DIFERENCES BETWEEN CONVENTIONAL AND SINTERED TOOL
STEEL
(Zoran Karastojković, Nikola Bajić, Jasmina Pekez, Zoran Janjušević, Aleksandra Patarić)................ 34
I - INDUSTRIAL ENGINEERING
Session 1. Mechanical Engineering
A MODEL FOR MANUFACTURING OPTIMIZATION AND ACHIEVING HIGHER
PRODUCTIVITY IN SMALL AND MEDIUM-SIZED ENTERPRISES
(Mihalj Bakator, Dragan Ćoćkalo, Milan Nikolić) ................................................................................. 45
USING SCADA SYSTEM FOR PROCESS CONTROL IN WATER INDUSTRY
(Goran Vujnović, Jasmina Perišić, Zvonimir Božilović, Marina Milovanović, Radmila Vilma Getman, Ljiljana Radovanović) ............................................................................................................................ 53
ANALYSIS OF PUMP SHAFT BEHAVIOUR BY THE APPLICATION OF CATIA SOFTWARE
PACKAGE
(Nenad Janjić, Branko Savić, Danilo Mikić, Nenad Stanković) ............................................................ 61
APPLICATION OF FEA SIMULATION IN PRESSURE VESSEL DESIGN WITH RESULT
ANALYSIS
(Aleksandar Kapunac, Eleonora Desnica, Ivan Palinkaš) ...................................................................... 67
APPLICATION OF MFF METHOD IN CONCEPTUAL DESIGN
(Mirko Karakašić, Milan Kljajin, Jože Duhovnik, Hrvoje Glavaš) ........................................................ 72
CFD STUDY OF A HORIZONTAL AXIS WIND TURBINE: VALIDATION AND PARAMETRIC
ANALYSIS USING VARIOUS SWEPT BLADE DESIGNS
(Mehmet Numan Kaya, Faruk Köse) ..................................................................................................... 81
FABRICATION OF AN AUTHENTIC PART USING MATERIAL EXTRUSION TECHNOLOGY
(Jelica Anić, Biljana Marković, Milija Kraišnik, Jovica Ilić) ................................................................. 90
INFLUENCE OF FUNCTIONAL ADDITIVES ON STRUCTURE AND MORPHOLOGY OF
Ti0.8Sn0.2O2 BASED VARISTOR CERAMICS
(Tamara Ivetić, Dalibor Sekulić, Svetlana Lukić-Petrović) ................................................................... 97
EVALUATION OF OPEN HOLE TENSILE QUALIFICATIONS OF HNT-EPOXY/BASALT
FIBER NANOCOMPOSITE MATERIALS
(Halil Burak Kaybal, Hasan Ulus, Ahmet Avcı) .................................................................................. 102
MECHANICAL BEHAVIOR OF HALLOYSITE-EPOXY NANOCOMPOSITES: EFFECT OF
SEAWATER AGING
(Hasan Ulus, Halil Burak Kaybal, Volkan Eskizeybek, Ahmet Avcı) ................................................. 109
DEVELOPMENT AND MASTERING OF THE COMPOSITION OF ELECTRODE COATINGS
FOR WELDING STAINLESS STEEL
(Nikola Bajić, Darko Veljić, Mihailo Mrdak, Jasmina Pekez, Zoran Radosavljević, Zoran Karastojković) ............................................................................................................................ 113
DETERMINING ADHESION / COHESION STRENGTH OF PLASMA SPRAY COATINGS
USING THE ROCKWELL - C METHOD
(Mihailo Mrdak, Marko Rakin, Nikola Bajić, Darko Veljić, Jasmina Pekez, Zoran Karastojković) ... 119
DYNAMOMETRIC PROVING RING WITH NONCONSTANT GEOMETRICAL
CHARACTERISTICS OF ITS CROSS-SECTIONS
(Dimitar Petrov, Dimitar Dimitrov)...................................................................................................... 123
THE EFFECTS OF WIDTH/DIAMETER RATIO ON PERFORMANCE OF A DYNAMICALLY
LOADED JOURNAL BEARING
(Hakan Adatepe, Mükrimin Şevket Güney) ......................................................................................... 131
BRIDGE CRANE MECHANISMS CALCULATION AND ANALYSIS OF THE SIGNIFICANCE
OF USE IN PRAXIS
(Jasna Tolmač, Slavica Prvulović, Marija Nedić) ................................................................................ 141
ON THE SPATIAL CHAOS APPEARANCE IN CASCADE CONNECTED NONLINEAR
TRANSPORTATION SYSTEMS WITH TRAPEZOIDAL NONLINEARITY TRANSITION
(Bojana M. Zlatkovic, Biljana Samardzic) ........................................................................................... 147
DETERMINING OF CORRECTIONAL VALUES OF WORKING RELIABILITY OF INTEGRAL
PARTS OF CIRCUIT – THE SPINNING BOX OF ROTOR SPINNING MACHINE
(Slobodan Juric, Slavica Prvulović, Ranko Radić) ............................................................................... 155
OPTIMIZING OPERATIONS SEQUENCE USING MODERN PARTICLE SWARM
OPTIMIZATION ALGORITHM
(Mijodrag Milošević, Dejan Lukić, Mića Đurđev, Jovan Vukman) ..................................................... 163
Session 2. Energetics and Process Technique
COMPUTER SIMULATION FOR SELECTION OF THE ORDER FOR THE LAYERS FROM THE
WALL OF INDUSTRIAL COOLERS
(Cvetanka Mitrevska, Kire Popovski, Vangelce Mitrevski, Igor Popovski) ........................................ 173
ECONOMIC – ECOLOGICAL ESTIMATION OF HEAT PUMP PERFORMANCE – EXAMPLE
FROM PRACTICE
(Miroslav Vulić, Kristijan Vujičin) ...................................................................................................... 179
CRITICAL ANALISYS OF FORMULAS FOR THE LENGTH OF ELASTIC CABLES WITH
SUPPORTS ON SAME OR DIFFERENT LEVELS
(Dimitar Mitashev, Svetlana Lilkova-Markova) .................................................................................. 184
IMPROVED THERMAL ENERGY STORAGE WITH PCM – AN IMPORTANT PART OF EU
PROJECT CONCEPT HOLISTIC ENERGY AND ARCHITECTURAL RETROFIT TOOLKIT
(HEART)
(Rok Koželj, Rok Stropnik, Eva Zavrl, Uroš Stritih) ........................................................................... 190
EXPERIMENTAL TESTING OF A THERMAL AND ELECTRICAL PERFORMANCE OF A
HYBRID PHOTOVOLTAIC-THERMAL SOLAR COLLECTOR
(Marko Šućurović, Miloš Božić, Vojislav Vujičić, Milan Marjanović, Snežana Dragićević, Marko Rosić) ........................................................................................................................................ 197
MODERN TECHNOLOGIES FOR MOTOR VEHICLES ON ELECTRIC POWER AND
SECURITY OF PARTICIPANTS IN TRAFFIC
(Srećko Ćurčić, Filip Madjarević, Dragan Nikolić) ............................................................................. 203
RESEARCH AND DEVELOPMENT OF THE VEHICLES IN THE SERBIA FROM THE
RECYCLING ASPECT
(Aleksandar Pavlović, Milan Nikolić, Miroslav Vulić, Eleonora Desnica) ......................................... 210
OPTIMIZATION OF DRYING AND TRANSPORTING PROCESS OF SYNTHETIC RUBBER ON
THE STRIP DRYER AND PNEUMATIC CONVEYORS
(Slavica Prvulović, Jasna Tolmač, Robert Kiš, Marija Nedić) ............................................................. 216
AVAILABLE ENERGY POTENTIALS FROM WOOD AND HERBAL BIOMASS FROM THE
TERRITORY OF THE MUNICIPALITY OF LUČANI (Srećko Ćurčić, Dragan Nikolić, Mirjana Đoković) ............................................................................. 224
SOME ASPECTS OF ABSORPTION COOLING
(Mukrimin S. Guney, Hakan Adatepe) ................................................................................................. 231
THE ADVANTAGES OF INTRODUCING ENERGY MANAGEMENT IN INDUSTRY
(Dragana Milosavljev, Edit Terek, Zoran Kovač, Svetlana Vukobratović Novković) ......................... 237
Session 3. Designing and maintenance
MAINTENANCE OF IT INFRASTUCTURE
(Ivan Barić, Krešimir Lacković) ........................................................................................................... 245
DEVELOPING A SYSTEMATIC APPROACH TO PROJECT PORTFOLIO SELECTION IN
PROJECT BASED ORGANIZATION
(Ali Reza Afshari, Edit Terek, Sanja Stanisavljev) .............................................................................. 252
AUTOMATIZATION OF MAINTENANCE AS INSTRUMENT COMPETITIVE ADVANTAGES
OF ENTERPRISES IN TERMS OF GLOBAL CRISIS
(Nataša Đalić, Mina Paunović, Ljiljana Radovanović) ........................................................................ 257
EXPERIMENTAL MEASUREMENT OF SLIDING BEARING TEMPERATURE USING
THERMOGRAPHY
(Slaviša Moljević, Aleksija Đurić, Ranka Gojković, Biljana Marković) ............................................. 265
OPTIMAL STRATEGY FOR TECHNICAL SYSTEMS MAINTENANCE BY USING MARKOV
CHAIN
(Danilo Mikić, Edit Terek, Dušanka Milanov, Ivan Palinkaš) ............................................................. 272
Session 4. Oil and Gas Engineering
APPENDIX TO RESEARCH OF ENERGY EFFICIENCY OF PETROLEUM INDUSTRY OF
SERBIA PETROL STATIONS
(Sanja Milijančević, Dragan D.Milanović) .......................................................................................... 281
OPTIMIZING THE MAINTENANCE PROCESS OF PETROL STATIONS OF PETROLEUM
INDUSTRY OF SERBIA
(Dragan D.Milanović, Sanja Milijančević) .......................................................................................... 287
SPECIFIC CONDITIONS OF OIL SPILLS CLEANUP AT THE ARCTIC SHELF AND RISKS
CONNECTED WITH THEM
(Alexander Salnikov)............................................................................................................................ 293
PROBLEMS OF ELIMINATION OF OIL SPILL EMERGENCY AT THE ARCTIC SHELF
(Alexander Salnikov)............................................................................................................................ 297
Session 5. Engineering management
REALIZATION OF ONE SMART ENVIRONMENT FOR AGRICULTURAL PRODUCTION
(Miloš Đurđević, Natalija Vugdelija, Nenad Kojić) ............................................................................. 303
TOWARDS SMART ONTOLOGY BASED PROCESS FOR BUILDING RECONSTRUCTION
(Daniela Dvornik Perhavec, Andrej Tibaut) ......................................................................................... 310
THE ROLE OF HTML5 SVG GRAPHICS IN RESPONSIVE WEB DESIGN AND SEARCH
ENGINE OPTIMIZATION EDUCATION – CASE STUDY
(Tanja Krunić, Biljana Gemović) ......................................................................................................... 316
AN EXAMPLE OF IMPLEMENTATION CRM IN THE BANKING SECTOR
(Jasmina Perišić, Zvonimir Božilović, Marina Milovanović, Ivana Petrović, Radmila Vilma Getman, Marko Ristić) ........................................................................................................................................ 322
ENTREPRENEURSHIP AND ENTREPRENEURIAL PROFILES
(Vlado Medaković, Bogdan Marić) ...................................................................................................... 328
II – ENVIRONMENTAL ENGINEERING
Session 6. Health and Environmental protection
BEST PRACTICES IN ENVIRONMENTAL PROTECTION THROUGH EDUCATION AND
INFORMATION ACTIVITIES: THE GRACILIS SHOWCASE
(Lucija Kolar, Anja Bubik) ................................................................................................................... 339
ATTITUDES TOWARDS ENERGY CONSUMPTION: EMPLOYEE PERSPECTIVE
(Vanja Vukoslavčević, Ladin Gostimirović, Aleksandra Mihailović, Ljubo Nedović, Nebojša M. Ralević) ............................................................................................................................. 345
GREENING AS A PERSPECTIVE SOLUTION FOR URBAN MICROCLIMATE MITIGATION –
A PILOT STUDY
(Anja Bubik, Lucija Kolar) ................................................................................................................... 351
NATURAL GAS - AN ENERGY AND ENVIRONMENTAL SAVIOR DURING THE 21ST
CENTURY
(James G. Speight, Ljiljana Radovanović) ........................................................................................... 356
EXPERIMENTAL AND MODELING APPROACH IN TERMS OF BIOGAS PRODUCTION BY
ANAEROBIC FERMENTATION OF DIFFERENT SUBSTRATES
(Adrian Eugen Cioablă, Gabriela-Alina Dumitrel, Ana-Maria Pana, Francisc Popescu, Dorin Lelea,
Adrian Tenchea, Luisa Izabel Dungan) ................................................................................................ 362
THERMOGRAVIMETRIC ANALYSIS OF BIOMASS AND SUB-BITUMINOUS COAL
(Milan Protić, Ana Miltojević, Miomir Raos, Amelija Đorđević, Tatjana Golubović, Ana Vukadinović) ........................................................................................................................................ 368
ASSESSMENT OF HEAVY METALS CONTENT IN URBAN SOILS USING KRIGING
INTERPOLATION METHOD
(Alexis Toribio Dantas, Aleksandra Mihailović, Nebojša M. Ralević, Jordana Ninkov, Robert Lakatoš, Selena Samardžić, Srđan Popov) .......................................................................................................... 374
HERBICIDAL IMPACTS ON SOIL BIOPROCESSES IN ALFALFA RHIZOSPHERE
(Hosam E.A.F. Bayoumi Hamuda) ...................................................................................................... 379
PHYTOREMEDIATION OF CONTAMINATED SOILS USING AROMATIC PLANTS –
APPLICATIONS AND BENEFITS
(Snežana Filip, Kiril Lisichkov) ........................................................................................................... 390
APPLICATION OF POLY (PROPYLENEIMINE) DENDRIMER FOR REMOVAL OF TOXIC
METALS
(Afshin Maleki, Behzad Shahmoradi, Reza Rezaee, Roya Ebrahimi, Bagher Hayati,
Mahdi Safari) ........................................................................................................................................ 397
EVALUATION OF SEWAGE SLUDGE MANAGEMENT OPTIONS FOR THE CITY OF
NOVI SAD
(Jelena Mićić, Nemanja Stanisavljević, Bogdana Vujić, Una Marčeta, Višnja Mihajlović) ................ 404
APPLICATION OF ELECTROCOAGULATION PROCESS USING IRON ANODE AND
GRAPHITE CATHODE FOR DECOLORIZATION OF TEXTILE WASTEWATER
(Reza Darvishi Cheshmeh Soltani, Fatemeh Sepyani) ......................................................................... 412
SUPERVISORY CONTROL OF WASTEWATER TREATMENT PROCESS IN THE
GALVANIZING PLANT
(Stanko P. Stankov) .............................................................................................................................. 415
PRESENCE OF MICROCYSTINS IN STAGNANT WATERS AND THE POSSIBILITIES OF
DEGRADATION
(Ljiljana Nikolić Bujanović, Miloš Simičić, Milan Čekerevac, Milena Tomić, Marijana Stamenković Đoković) .......................................................................................................... 423
UPGRADING THE SMALL WASTEWATER TREATMENT PLANTS BY LIME
STABILIZATION OF DISPOSAL SLUDGE
(Mahdi Farzadkia, Hassan Pasalari, Reza Barati) ................................................................................ 432
WATER SALINIZATION IN IRAN: SPATIAL VARIATION OF SALINITY IN GROUNDWATER
RESOURCES OF NORTH WEST (URMIA LAKE)
(Mohammad Mosaferi, Mohammad Shakerkhatibi, Hamed Jahani Moghadam,
Seyed Mehdi Esmat Saatloo) ................................................................................................................ 437
PHOTOCATALYTIC DEGRADATION OF DIAZINON FROM AQUEOUS SOLUTIONS USING
TiO2/ZnO NANOCOMPOSITE
(Zahra Darbandi, M.A Zazouli, Mohammad Shokrzadeh, Noureddin Mousavinasab) ....................... 442
THE EFFECT OF A HIGH CONCENTRATION OF POLLUTANT ON METABOLIC ACTIVITY
OF SELECTED FUNGI AND THEIR BIOREMEDIATION POTENTIAL
(Violeta Jakovljević, Nataša Ɖorđević, Bojana Veljković, Zana Dolićanin, Miroslav Vrvić) ............. 451
ANALYZING THE QUALITY ASPECTS OF THE EEW MANAGEMENT IMPROVEMENT
PROCESS
(Mihalj Bakator, Dejan Đorđević, Sanja Stanisavljev) ........................................................................ 459
ANALYSIS AND OPTIMISATION OF ENERGY PERFORMANCE IN RESIDENTIAL
BUILDINGS WITH SUNSPACES
(Ana Vukadinović, Jasmina Radosavljević, Amelija Đorđević, Milan Protić, Zoran Nikolić)............ 466
CALCULATING DAILY VIBRATION EXPOSURES AND WORKED EXAMPLES IN CASE
HAND-ARM VIBRATION
(Vladimir Šinik, Momčilo Bjelica, Slobodan Janković, Željko Despotović) ....................................... 473
CALCULATING DAILY VIBRATION EXPOSURES AND WORKED EXAMPLES IN
WHOLE-BODY VIBRATION
(Vladimir Šinik, Momčilo Bjelica, Slobodan Janković, Željko Despotović) ....................................... 479
Session 7. Environmental Management
SUNSPACES AS PASSIVE DESIGN ELEMENTS FOR ENERGY EFFICIENT AND
ENVIRONMENTALLY SUSTAINABLE HOUSING
(Ana Vukadinović, Jasmina Radosavljević, Amelija Đorđević, Dejan Vasović, Goran Janaćković) ................................................................................................................................ 487
ENVIRONMENTAL IMPACT ASSESSMENT OF SLOVENIAN MOUNTAIN HUT WITHIN THE
SCOPE OF SUSTAINABLE MOUNTAIN HUTS IN EUROPE
(Rok Stropnik, Mitja Mori) .................................................................................................................. 493
BUILDINGS FROM RECYCLABLE MATERIALS
(Jasmina Radosavljević, Amelija Đorđević, Ana Vukadinović, Zoran Nikolić) .................................. 501
Session 8. Occupational Safety
PREVENTION OF CHEMICAL ACCIDENTS IN THE LEGISLATION OF THE REPUBLIC OF
SERBIA
(Nadežda Ljubojev, Una Marčeta) ....................................................................................................... 509
STUDENTS SESSION
IMPROVING THE PALLETIZATION PROCESS IN INDUSTRY BY USING THE FANUC
ROBOT
(Marija Nedić) ...................................................................................................................................... 517
THE IMPORTANCE OF HUMAN RESOURCES IN THE FUNCTIONING OF TECHNICAL
SYSTEMS IN AIMS OF RELIABILITY
(Aleksandra Felbab, Ljiljana Radovanović) ......................................................................................... 521
ERGONOMY IN AUTOMOBILE INDUSTRY FOR CABLE MANUFACTURE
(Slađana Borić, Eleonora Desnica, Mina Paunović) ............................................................................ 527
THE INFLUENCE OF TECHNICAL INSPECTION ON THE SAFETY OF MOTOR VEHICLES
(Bojan Vukobrat, Borivoj Novaković, Ljiljana Radovanović, Mila Kavalić, Sanja Stanisavljev) ...... 531
THE ROLE OF KAIZEN IN IMPROVING EMPLOYEES SAFETY AT WORK
(Nikola Petrović, Edit Terek, Dragica Ivin, Danka Joksimović, Dragana Sajfert,
Marija Mjedenjak) ................................................................................................................................ 540
THE ROLE OF IMPLEMENTATION OF THE CONCEPT – TOTAL QUALITY MANAGEMENT
IN ORGANIZATIONS
(Nikola Petrović, Dragica Ivin, Danka Joksimović, Dragana Sajfert, Marija Mjedenjak) ................... 544
QUALITY MANAGEMENT-BASED MEASURES FOR IMPROVING MAINTENANCE OF
PRODUCTION SYSTEMS – EXAMPLES FROM AUTOMOTIVE INDUSTRY
(Slađana Borić, Ljiljana Radovanović, Mina Paunović) ...................................................................... 548
ADVOCATIVE DESIGN OF THE WORK AS A FACTOR MOTIVATION OF THE WORKER
(Aleksandra Felbab, Natalia Lerik, Rijana Markuš) ............................................................................. 553
MODERN STRUCTURAL STEELS
(Biljana Maljugić, Jasmina Pekez, Ivan Palinkaš) ............................................................................... 559
VIII International Conference Industrial Engineering and Environmental Protection 2018 (IIZS 2018)
October 11-12th, 2018, Zrenjanin, Serbia
__________________________________________________________________________________________
APPLICATION OF MFF METHOD IN CONCEPTUAL DESIGN
Mirko Karakašić1, Milan Kljajin1, Jože Duhovnik2, Hrvoje Glavaš3
1J. J. Strossmayer University of Osijek, Mechanical Engineering Faculty in Slavonski Brod,
Slavonski Brod, Croatia2University of Ljubljana, Faculty of Mechanical Engineering, Ljubljana, Slovenia
3J. J. Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science
and Information Technology, Osijek, Croatia
e-mail: [email protected]
Abstract: This work presents use of MFF (Matrix of function and functionality) method in conceptual design
stage. Compared to the morphological matrix, MFF is structured as multidimensional matrix, which according to
mathematical model presented in this work, generates a functional structure as multilayer functional structure.
MFF collects and binds data from the requirement list and transform them into functional requirements. This
matrix transforms functions and functionalities as sets from the functional domain and design elements domain.
MFF model is searching cross-sections (submatrices) of function and functionality sets. Also is presented
application of MFF model in generation of product conceptual variants.
Key words: Conceptual design, Function, Functionality, MFF (Matrix of function and functionality)
INTRODUCTION
Conceptual design phase is initial stage of product design and product development process [1, 2].
Design process in this phase, is usually specified by complexity [3], unpredictability and creativity [4],
which mainly rests on an individual’s intuition that is hard to repeat in creating new product concepts.
During conceptual design there are no geometric dimensions [2], exactly defined product shape,
tolerances and design structure. Initial data are stored in the form of customer requirements, which
need to be transformed into data acceptable to the further design process. These data are not
unambiguous and exact as is the case for data in phase of detailed design. This is the problem of
abstraction in conceptual design, because the input data in this stage are unarranged, complex and for
design process unacceptable.
The problem of transformation customer requirements into functional requirements and mapping of
customer, functional, physical and process domain involves axiomatic design [5-7]. Since the
conceptual design phase connects the customer requirements and the stage of detailed design, it`s aim
is to transform the information and data obtained from the market, into a form that is acceptable for
designers for further guiding of the design process. According to the theory of technical systems [8],
each product represents the use of a function and therefore, it reflects solving initial functional
requirements [9].
In conceptual design, also is important transmission of knowledge, because it is definitely the missing
shackle [10], and it is extremely important to show the models in a practical implementation (e.g.
computer programming environment in stage of conceptual design.
In the conceptual design stage are developed different matrix models, one of them is morphological
box [11]. Matrix is using the intuitive classification of data without a special mathematical model or
solving rules for connection between functional domain (functions) and design elements domain
(technical systems). It is not possible to connect simultaneously customer, functional, physical and
design elements domain. Also is not possible to arrange functions in functional structure. There is no
fundamental principles for a selection the best solutions and design forms.
As a contribution to solving above mentioned problems, a MFF method was developed. This matrix
method transforms customer requirements into the functional requirements. The process of
transformation is mapping of customer domain into the functional domain. With four function
categories, technical systems are described as the part of design elements domain. These technical
systems we cold functionalities. Thus, the connection between functional and design elements domain
is achieved. It is also possible to generate conceptual variants and their functional description in matrix
form.
VIII International Conference Industrial Engineering and Environmental Protection 2018 (IIZS 2018)
October 11-12th, 2018, Zrenjanin, Serbia
__________________________________________________________________________________________
MATHEMATICAL DESCRIPTION OF MFF
In the mathematical model of MFF (Fig. 1) functional requirements niFi ,...,1; = are marked with
corresponding marks and the following applies:
N;,...,,, 321 Î"nFFFF n (1)
Functionalities mjTS j ,...,1; = are marked with corresponding marks and the following applies:
N;,...,,, 321 Î"mTSTSTSTS m (2)
Individual cross-sections ji TSF Ç or ij FTS Ç (solutions, i.e. submatrices) are defined as (Fig. 2)
and the following applies:
{ }mjni
TSFTSF
FTSTSF
jTSFiTSFTSFji
ijji
jijiji
,...,1;,...,1
,,,
==
ÎÙÎ=Ç
Ç=Ç
XXX (3)
All cross-sections represent solutions or submatrices. They are one functional requirement. So it is
possible to write:
{ }miiiii TSFTSFTSFTSFF ,,,, ,...,,,
321XXXXR = , (4)
where ni ,...,1= .
All cross-sections represent solutions or submatrices. They are one functionality. It is possible to
write:
{ }jnjjjj TSFTSFTSFTSFTS ,,,, ,...,,,
321XXXXR = , (5)
where mj ,...,1= .
The whole matrix of cross-section (solutions, submatrices) is written:
úúúúú
û
ù
êêêêê
ë
é
=
mnnn
m
m
TSFTSFTSF
TSFTSFTSF
TSFTSFTSF
,,,
,,,
,,,
21
22212
12111
XXX
XXX
XXX
R
L
MOMM
L
L
(6)
In m dimensional vector space, rank r of nm´ dimensional matrix R is less than or equal to number
m or n :
{ }nmrrank ,min)( £=R (7)
A 1´n matrix can be transformed in the column vector:
VIII International Conference Industrial Engineering and Environmental Protection 2018 (IIZS 2018)
October 11-12th, 2018, Zrenjanin, Serbia
__________________________________________________________________________________________
mj
jn
j
j
j
TSF
TSF
TSF
TS ,...,1;
,
,
,
2
1
=
úúúúú
û
ù
êêêêê
ë
é
=
X
X
X
MM
(8)
A m´1 matrix can be transformed in the row vector:
ni
mi
i
i
i
TSF
TSF
TSF
F ,...,1;
,
,
,
2
1
=
úúúúú
û
ù
êêêêê
ë
é
=
X
X
X
MM
(9)
The transpose form is:
[ ]miiii TSFTSFTSF
T
F ,,, ,,,21
XXXM L= (10)
TS1 TS2... TSm
TSF
F1
[ RF ]
F2
[RF ]
F3
[RF ]
...
Fn[RF ]
XF ,TS 11
...
......
1
2
3
n
...
XF ,TS 12
XF ,TS 13
XF ,TS 1n
XF ,TS 21
XF ,TS 22
XF ,TS 2n
XF ,TS m1
XF ,TS m2
XF ,TS m3
XF ,TS mn
... ... ......
...
Figure 1. Mathematical representation of MFF
The set of all possible solutions of MFF is written:
ïþ
ïý
ü
ïî
ïí
ì
=
mnnnn
m
TSFTSFTSFTSF
TSFTSFTSFTSF
MFF
,,,,
,,,,
,,,,
,,
,,,,
321
1312111
XXXX
XXXX
R
L
MLMMM
L
(11)
Fi TSj
{XF
,TS
} ji
Figure 2. Cross-section (solution, submatrix)ji TSFji TSF ,X=Ç
VIII International Conference Industrial Engineering and Environmental Protection 2018 (IIZS 2018)
October 11-12th, 2018, Zrenjanin, Serbia
__________________________________________________________________________________________
The sum of all possible solutions of MFF is:
åå= =
=å
n
i
m
j
TSFMFF ji
1 1
XR (12)
COMPUTER APPLICATION OF MFF
Figure 3 presents a flow diagram of the MFF application. It is evident that there are two ways of work
with the application. One way is filling the knowledge base, and the other is to use the knowledge base
to create new product concepts. When using the application it is possible simultaneously to use both
modes.
Figure 3. MFF application flow chart
According to the mathematical model, a computer application has been developed (Fig. 4).
Application is divided in six sections. The most important from this standpoint are database and
product structure sections. Inside of this sections we generate a new concepts described with functions
and physical sizes.
VIII International Conference Industrial Engineering and Environmental Protection 2018 (IIZS 2018)
October 11-12th, 2018, Zrenjanin, Serbia
__________________________________________________________________________________________
Figure 4. MFF application
Process of conceptual design starts with transformation of customer requirements into the functional
requirements through the input list of functions (Fig. 5). Also functionalities stored in application
database, is possible to prepare and edit through the input list of functionalities (Fig. 5).When
functions and functionalities are prepared for conceptual design, through the lists, we put them in MFF
and begin generation of conceptual variants.
Figure 5. Input list of functions and input list of functionalities
FUNCTIONAL AND MATRIX STRUCTURE
Matrix structure is composed of the MFF matrices (Fig. 6). The matrices are organized by levels and
interconnected by binding links for linking towards matrices at the same level and towards matrices at
other levels. For matrix structure generation it is necessary to establish rough functional structure. This
is input in MFF. On the basement of rough functional structure and by means of MFF, designers
search solutions and determine exactly certain functionalities. Rough functional structure, on this way,
is completed and stored as detail functional structure.
VIII International Conference Industrial Engineering and Environmental Protection 2018 (IIZS 2018)
October 11-12th, 2018, Zrenjanin, Serbia
__________________________________________________________________________________________
Figure 6. Functional and matrix structure of product
Matrix structure for a listed product is generated from the product detailed functional structure. The
total number of matrix structure levels corresponds by analogy to the total number of levels of the
product’s detailed functional structure. In matrix and functional structure is stored design knowledge
for a listed product.
CONCEPT GENERATION BY MFF METHOD
In this chapter is described procedure of generation conceptual variant of assembly Turbo-blower.
This assembly is part of product at a higher hierarchical level-Suction unit. Therefore, Turbo-blower is
a subassembly in Suction unit product shape structure. Concept is determined by function "Negative
pressure generation and fluid flow calming" (Fig. 7). The function is on the second level of the
functional structure of Suction unit. This function is necessary to solve with six partial functions,
which were generated by transformation of selected customer requirements (Fig. 7). Using the input
list of functions, functions are implemented in the matrix.
Figure 7. No arranged MFF of conceptual variant
VIII International Conference Industrial Engineering and Environmental Protection 2018 (IIZS 2018)
October 11-12th, 2018, Zrenjanin, Serbia
__________________________________________________________________________________________
Depending on the number of functions, arranging process of matrix starts and can be very long,
because involves functional modelling procedure.
In Table 1 are presented functions from input list and accepted functionalities whose functions in
submatrices are solving them. It`s possible to see category of function in submatrix and percentage
value of solution.
Table 1. MFF solution of functions from input list
Function from input list Functionality Function category
Solution
percentage
value
Fluid flow calming Diffuser Main function (M) 100
Converting mechanical energy into
kinetic fluid energyBlower Main function (M) 100
Directioning of fluid Blade Main function (M) 100
Secure tong joint Washer Main function (M) 100
Torque transmission Quiver Main function (M) 95
Forming of fluid flow Blower Supplementary function (S) 75
When concept Turbo-blower is arranged in MFF (Fig. 8) this matrix will be implemented in general
matrix and functional structure of Suction unit (Fig. 9). After the detail design of this concept,
according to MFF (Fig. 8), final shape and assembly of Suction unit is presented on Fig. 10.
Figure 8. Arranged MFF of conceptual variant
Figure 9. General Suction unit functional structure generated through the MFF
VIII International Conference Industrial Engineering and Environmental Protection 2018 (IIZS 2018)
October 11-12th, 2018, Zrenjanin, Serbia
__________________________________________________________________________________________
Figure 10. Detailed design of Suction unit
CONCLUSION
By analysing matrix methods (especially morphological box) used at the conceptual design stage, the
problem of associating, displaying and transforming of customer requirements into acceptable data for
further guidance of design process was noticed. In order to contribute to the solution of this problem, a
MFF method was developed. Using this model, according to the theory of technical systems and
axiomatic design, binding between customer, functional, physical and design elements domain was
achieved. The mathematical description of the model as well as the developed computer application
are presented in this work.
The beginning of the design process requires a new set of customer requirements. Through the set of
rules, the process of mapping customer requirements into the set of functions represents a
transformation a customer domain into the functional domain. Solutions of a new set of functions are
obtained through the MFF by linking with the functions who describe functionalities. These functions
are divided into the four categories (main, supplementary, auxiliary and binding function). On this
way functionalities are solutions of new set of functions. Every new set of functions represent a new
conceptual variant of new future product.
Also is presented generation of multilayer matrix structure. Inside of this structure is stored a product
functional structure. Possibility of generation functional structure, stored in matrix structure, enable
fully review of data to designer. This data describe product and present design knowledge stored in
MFF.
For further research, it is necessary to develop model who can create weight factors and map them to
evaluation criteria. According to this, it is necessary to upgrade present computer application. On this
way, with this models and this application it will be possible to simulate a creation of new conceptual
variants and also will be possible to simulate a decision making process in conceptual design stage.
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VIII International Conference Industrial Engineering and Environmental Protection 2018 (IIZS 2018)
October 11-12th, 2018, Zrenjanin, Serbia
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