TY  - CONF
AU  - Stojadinović, Slavenko
AU  - Majstorović, Vidosav
AU  - Živković, Srđan
AU  - Kasalica, Vidoje
AU  - Stanić, Dušan
PY  - 2022
UR  - https://machinery.mas.bg.ac.rs/handle/123456789/6133
AB  - The digital twin (DT) based on CMM as support Industry 4.0, are based on integration of digital product metrology information through metrological identification, application artificial intelligence techniques and generation of global/local inspection plan for coordinate measuring machine (CMM). DT based on CMM has an extremely expressed requirement for digitalization, control, and monitoring of the measurement processes inside Industry 4.0 concept. This paper presents an approach of development DT as one direction information flow based on four levels: (i) mathematical model of the measuring sensor path; (ii) tolerances and geometry of the parts by applying an ontological knowledge base; (iii) the application of AI techniques such as Ants Colony Optimization (ACO) and Genetic lgorithm (GA) to optimize the measurement path, part number of part setup and configuration of the measuring probes; (iv) simulation of measurement path. After simulation of the measurement path and visual checks of collisions, the path sequences are generated in the control data list for appropriate CMM. The experiment was successfully carried out on the example of prismatic part.
PB  - Scientific Technical Union of Mechanical Engineering "Industry-4.0"
C3  - VII INTERNATIONAL SCIENTIFIC CONFERENCE INDUSTRY 4.0, 22 - 25 June 2022, Varna, Bulgaria
T1  - An Approach of Development Digital Twin Based on CMM as Support Industry 4.0
UR  - https://hdl.handle.net/21.15107/rcub_machinery_6133
ER  - 

@conference{
author = "Stojadinović, Slavenko and Majstorović, Vidosav and Živković, Srđan and Kasalica, Vidoje and Stanić, Dušan",
year = "2022",
abstract = "The digital twin (DT) based on CMM as support Industry 4.0, are based on integration of digital product metrology information through metrological identification, application artificial intelligence techniques and generation of global/local inspection plan for coordinate measuring machine (CMM). DT based on CMM has an extremely expressed requirement for digitalization, control, and monitoring of the measurement processes inside Industry 4.0 concept. This paper presents an approach of development DT as one direction information flow based on four levels: (i) mathematical model of the measuring sensor path; (ii) tolerances and geometry of the parts by applying an ontological knowledge base; (iii) the application of AI techniques such as Ants Colony Optimization (ACO) and Genetic lgorithm (GA) to optimize the measurement path, part number of part setup and configuration of the measuring probes; (iv) simulation of measurement path. After simulation of the measurement path and visual checks of collisions, the path sequences are generated in the control data list for appropriate CMM. The experiment was successfully carried out on the example of prismatic part.",
publisher = "Scientific Technical Union of Mechanical Engineering "Industry-4.0"",
journal = "VII INTERNATIONAL SCIENTIFIC CONFERENCE INDUSTRY 4.0, 22 - 25 June 2022, Varna, Bulgaria",
title = "An Approach of Development Digital Twin Based on CMM as Support Industry 4.0",
url = "https://hdl.handle.net/21.15107/rcub_machinery_6133"
}

Stojadinović, S., Majstorović, V., Živković, S., Kasalica, V.,& Stanić, D.. (2022). An Approach of Development Digital Twin Based on CMM as Support Industry 4.0. in VII INTERNATIONAL SCIENTIFIC CONFERENCE INDUSTRY 4.0, 22 - 25 June 2022, Varna, Bulgaria
Scientific Technical Union of Mechanical Engineering "Industry-4.0"..
https://hdl.handle.net/21.15107/rcub_machinery_6133

Stojadinović S, Majstorović V, Živković S, Kasalica V, Stanić D. An Approach of Development Digital Twin Based on CMM as Support Industry 4.0. in VII INTERNATIONAL SCIENTIFIC CONFERENCE INDUSTRY 4.0, 22 - 25 June 2022, Varna, Bulgaria. 2022;.
https://hdl.handle.net/21.15107/rcub_machinery_6133 .

Stojadinović, Slavenko, Majstorović, Vidosav, Živković, Srđan, Kasalica, Vidoje, Stanić, Dušan, "An Approach of Development Digital Twin Based on CMM as Support Industry 4.0" in VII INTERNATIONAL SCIENTIFIC CONFERENCE INDUSTRY 4.0, 22 - 25 June 2022, Varna, Bulgaria (2022),
https://hdl.handle.net/21.15107/rcub_machinery_6133 .

TY  - JOUR
AU  - Stojadinović, Slavenko
AU  - Majstorović, Vidosav
AU  - Živković, Srđan
AU  - Kasalica, Vidoje
AU  - Stanić, Dušan
PY  - 2022
UR  - https://machinery.mas.bg.ac.rs/handle/123456789/6129
AB  - The digital twin (DT) based on CMM as support Industry 4.0, are based on integration of digital product metrology information through metrological identification, application artificial intelligence techniques and generation of global/local inspection plan for coordinate measuring machine (CMM). DT based on CMM has an extremely expressed requirement for digitalization, control, and monitoring of the measurement processes inside Industry 4.0 concept. This paper presents an approach of development DT as one direction information flow based on four levels: (i) mathematical model of the measuring sensor path; (ii) tolerances and geometry of the parts by applying an ontological knowledge base; (iii) the application of AI techniques such as Ants Colony Optimization (ACO) and Genetic algorithm (GA) to optimize the measurement path, part number of part setup and configuration of the measuring probes; (iv) simulation of measurement path. After simulation of the measurement path and visual checks of collisions, the path sequences are generated in the control data list for appropriate CMM. The experiment was successfully carried out on the example of prismatic part.
PB  - Scientific Technical Union of Mechanical Engineering "Industry-4.0"
T2  - International Scientific Journal Industry 4.0
T1  - An Approach of Development Digital Twin Based on CMM as Support Industry 4.0
IS  - 2
VL  - 7
UR  - https://hdl.handle.net/21.15107/rcub_machinery_6129
ER  - 

@article{
author = "Stojadinović, Slavenko and Majstorović, Vidosav and Živković, Srđan and Kasalica, Vidoje and Stanić, Dušan",
year = "2022",
abstract = "The digital twin (DT) based on CMM as support Industry 4.0, are based on integration of digital product metrology information through metrological identification, application artificial intelligence techniques and generation of global/local inspection plan for coordinate measuring machine (CMM). DT based on CMM has an extremely expressed requirement for digitalization, control, and monitoring of the measurement processes inside Industry 4.0 concept. This paper presents an approach of development DT as one direction information flow based on four levels: (i) mathematical model of the measuring sensor path; (ii) tolerances and geometry of the parts by applying an ontological knowledge base; (iii) the application of AI techniques such as Ants Colony Optimization (ACO) and Genetic algorithm (GA) to optimize the measurement path, part number of part setup and configuration of the measuring probes; (iv) simulation of measurement path. After simulation of the measurement path and visual checks of collisions, the path sequences are generated in the control data list for appropriate CMM. The experiment was successfully carried out on the example of prismatic part.",
publisher = "Scientific Technical Union of Mechanical Engineering "Industry-4.0"",
journal = "International Scientific Journal Industry 4.0",
title = "An Approach of Development Digital Twin Based on CMM as Support Industry 4.0",
number = "2",
volume = "7",
url = "https://hdl.handle.net/21.15107/rcub_machinery_6129"
}

Stojadinović, S., Majstorović, V., Živković, S., Kasalica, V.,& Stanić, D.. (2022). An Approach of Development Digital Twin Based on CMM as Support Industry 4.0. in International Scientific Journal Industry 4.0
Scientific Technical Union of Mechanical Engineering "Industry-4.0"., 7(2).
https://hdl.handle.net/21.15107/rcub_machinery_6129

Stojadinović S, Majstorović V, Živković S, Kasalica V, Stanić D. An Approach of Development Digital Twin Based on CMM as Support Industry 4.0. in International Scientific Journal Industry 4.0. 2022;7(2).
https://hdl.handle.net/21.15107/rcub_machinery_6129 .

Stojadinović, Slavenko, Majstorović, Vidosav, Živković, Srđan, Kasalica, Vidoje, Stanić, Dušan, "An Approach of Development Digital Twin Based on CMM as Support Industry 4.0" in International Scientific Journal Industry 4.0, 7, no. 2 (2022),
https://hdl.handle.net/21.15107/rcub_machinery_6129 .

TY  - JOUR
AU  - Majstorović, Vidosav
AU  - Stanić, Dušan
AU  - Stojadinović, Slavenko
PY  - 2021
UR  - https://machinery.mas.bg.ac.rs/handle/123456789/6142
AB  - Towards a digital measurement twin (DMT) this paper presents an off-line DMT for CMM based on DMIS file. The measurement system based on CMM DEA-IOTA-2203 was used as a physical twin, and a virtual machine, generated after modelling and configuring in PTC Creo software of both the machine itself and the prismatic parts and fixture clamps, was employed as a digital twin. .ncl (DMIS) file was generated by programming the measuring path and simulation of the virtual CMM for standard types of tolerances in PTC Creo software and Manufacturing module. The analysis of the metrology of the measuring part, the bearing carrier, for the given forms of tolerance (location, perpendicularity, flatness, total runout) was performed. The components of the measuring machine and the assembly with defined kinematic connections are modelled. After simulation and generation of the output DMIS file in PTC Creo using virtual CMM, the real CMM DEA ‒ IOTA-2203 was programmed and measured on it. After the measurement, the measurement report is generated as a basic document with verified values, which unambiguously gives an insight into the true quality state of the measured part dimension. Consequently, the result of this paper is off-line DMT based on DMIS file.
PB  - Association ICMAS and University "Politehnica" of Bucharest
T2  - Proceedings in Manufacturing Systems
T1  - Towards a Digital Measurement Twin Based on CMM
IS  - 1
VL  - 16
UR  - https://hdl.handle.net/21.15107/rcub_machinery_6142
ER  - 

@article{
author = "Majstorović, Vidosav and Stanić, Dušan and Stojadinović, Slavenko",
year = "2021",
abstract = "Towards a digital measurement twin (DMT) this paper presents an off-line DMT for CMM based on DMIS file. The measurement system based on CMM DEA-IOTA-2203 was used as a physical twin, and a virtual machine, generated after modelling and configuring in PTC Creo software of both the machine itself and the prismatic parts and fixture clamps, was employed as a digital twin. .ncl (DMIS) file was generated by programming the measuring path and simulation of the virtual CMM for standard types of tolerances in PTC Creo software and Manufacturing module. The analysis of the metrology of the measuring part, the bearing carrier, for the given forms of tolerance (location, perpendicularity, flatness, total runout) was performed. The components of the measuring machine and the assembly with defined kinematic connections are modelled. After simulation and generation of the output DMIS file in PTC Creo using virtual CMM, the real CMM DEA ‒ IOTA-2203 was programmed and measured on it. After the measurement, the measurement report is generated as a basic document with verified values, which unambiguously gives an insight into the true quality state of the measured part dimension. Consequently, the result of this paper is off-line DMT based on DMIS file.",
publisher = "Association ICMAS and University "Politehnica" of Bucharest",
journal = "Proceedings in Manufacturing Systems",
title = "Towards a Digital Measurement Twin Based on CMM",
number = "1",
volume = "16",
url = "https://hdl.handle.net/21.15107/rcub_machinery_6142"
}

Majstorović, V., Stanić, D.,& Stojadinović, S.. (2021). Towards a Digital Measurement Twin Based on CMM. in Proceedings in Manufacturing Systems
Association ICMAS and University "Politehnica" of Bucharest., 16(1).
https://hdl.handle.net/21.15107/rcub_machinery_6142

Majstorović V, Stanić D, Stojadinović S. Towards a Digital Measurement Twin Based on CMM. in Proceedings in Manufacturing Systems. 2021;16(1).
https://hdl.handle.net/21.15107/rcub_machinery_6142 .

Majstorović, Vidosav, Stanić, Dušan, Stojadinović, Slavenko, "Towards a Digital Measurement Twin Based on CMM" in Proceedings in Manufacturing Systems, 16, no. 1 (2021),
https://hdl.handle.net/21.15107/rcub_machinery_6142 .