Determination of the temperature in the cutting zone while processing machine plastic using fuzzy-logic controller (FLC)
The folowing article considers the process of determining the working temperature of the workpiece in the cutting zone when machining the machine plastic on the lathe. Maintenance of the processing temperature of the workpiece in the limits of less than 100 °C is possible with the application and pr...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2022-05-01
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| Series: | Ain Shams Engineering Journal |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2090447921003907 |
| _version_ | 1828543810707128320 |
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| author | Slavica Prvulovic Predrag Mosorinski Dragica Radosav Jasna Tolmac Milica Josimovic Vladimir Sinik |
| author_facet | Slavica Prvulovic Predrag Mosorinski Dragica Radosav Jasna Tolmac Milica Josimovic Vladimir Sinik |
| author_sort | Slavica Prvulovic |
| collection | DOAJ |
| description | The folowing article considers the process of determining the working temperature of the workpiece in the cutting zone when machining the machine plastic on the lathe. Maintenance of the processing temperature of the workpiece in the limits of less than 100 °C is possible with the application and programming of the fuzzy logic controller (FLC) for the required processing conditions.Programming is established for three inputs and one output and the experimental results refer to generating the value of the acceptable temperature value for the polytetrafluoroethylene (PTFE) processed material, better known as teflon.Fuzzy logic controller adaptation based on Mamdani rules in this paper is supposed to regulate the number of revolutions of the main CNC machine spindle so that the workpiece temperature could be kept below 100 °C without using a coolant to avoid chemical reactions between the coolant and the base material.The input parameters for the fuzzy controller are the temperature of the machined material, feed speed and depth of cut and the output is the number of revolutions of the main spindle. Acceptable temperature of the workpiece ranges between ∼20 °C and 100 °C, of the feed speed between 0,05 and 0,089 mm/rev and of depth of cut between 1 and 5 mm. |
| first_indexed | 2024-12-12T02:20:14Z |
| format | Article |
| id | doaj.art-5a19e406a11648d1aabb2a0248caaa5a |
| institution | Directory Open Access Journal |
| issn | 2090-4479 |
| language | English |
| last_indexed | 2024-12-12T02:20:14Z |
| publishDate | 2022-05-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Ain Shams Engineering Journal |
| spelling | doaj.art-5a19e406a11648d1aabb2a0248caaa5a2022-12-22T00:41:42ZengElsevierAin Shams Engineering Journal2090-44792022-05-01133101624Determination of the temperature in the cutting zone while processing machine plastic using fuzzy-logic controller (FLC)Slavica Prvulovic0Predrag Mosorinski1Dragica Radosav2Jasna Tolmac3Milica Josimovic4Vladimir Sinik5Corresponding author.; University of Novi Sad, Technical Faculty “Mihajlo Pupin“, Zrenjanin, SerbiaUniversity of Novi Sad, Technical Faculty “Mihajlo Pupin“, Zrenjanin, SerbiaUniversity of Novi Sad, Technical Faculty “Mihajlo Pupin“, Zrenjanin, SerbiaUniversity of Novi Sad, Technical Faculty “Mihajlo Pupin“, Zrenjanin, SerbiaUniversity of Novi Sad, Technical Faculty “Mihajlo Pupin“, Zrenjanin, SerbiaUniversity of Novi Sad, Technical Faculty “Mihajlo Pupin“, Zrenjanin, SerbiaThe folowing article considers the process of determining the working temperature of the workpiece in the cutting zone when machining the machine plastic on the lathe. Maintenance of the processing temperature of the workpiece in the limits of less than 100 °C is possible with the application and programming of the fuzzy logic controller (FLC) for the required processing conditions.Programming is established for three inputs and one output and the experimental results refer to generating the value of the acceptable temperature value for the polytetrafluoroethylene (PTFE) processed material, better known as teflon.Fuzzy logic controller adaptation based on Mamdani rules in this paper is supposed to regulate the number of revolutions of the main CNC machine spindle so that the workpiece temperature could be kept below 100 °C without using a coolant to avoid chemical reactions between the coolant and the base material.The input parameters for the fuzzy controller are the temperature of the machined material, feed speed and depth of cut and the output is the number of revolutions of the main spindle. Acceptable temperature of the workpiece ranges between ∼20 °C and 100 °C, of the feed speed between 0,05 and 0,089 mm/rev and of depth of cut between 1 and 5 mm.http://www.sciencedirect.com/science/article/pii/S2090447921003907ProcessingMechanical plasticProcessing temperatureFuzzy logic controller (FLC) |
| spellingShingle | Slavica Prvulovic Predrag Mosorinski Dragica Radosav Jasna Tolmac Milica Josimovic Vladimir Sinik Determination of the temperature in the cutting zone while processing machine plastic using fuzzy-logic controller (FLC) Ain Shams Engineering Journal Processing Mechanical plastic Processing temperature Fuzzy logic controller (FLC) |
| title | Determination of the temperature in the cutting zone while processing machine plastic using fuzzy-logic controller (FLC) |
| title_full | Determination of the temperature in the cutting zone while processing machine plastic using fuzzy-logic controller (FLC) |
| title_fullStr | Determination of the temperature in the cutting zone while processing machine plastic using fuzzy-logic controller (FLC) |
| title_full_unstemmed | Determination of the temperature in the cutting zone while processing machine plastic using fuzzy-logic controller (FLC) |
| title_short | Determination of the temperature in the cutting zone while processing machine plastic using fuzzy-logic controller (FLC) |
| title_sort | determination of the temperature in the cutting zone while processing machine plastic using fuzzy logic controller flc |
| topic | Processing Mechanical plastic Processing temperature Fuzzy logic controller (FLC) |
| url | http://www.sciencedirect.com/science/article/pii/S2090447921003907 |
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