| Title: | Optimizacija parametrov regulatorja z genetskim algoritmom : magistrsko delo |
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| Authors: | ID Medved, Kristijan (Author)
ID Golob, Marjan (Mentor) More about this mentor...  |
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| Files: |  MAG_Medved_Kristijan_2022.pdf (3,33 MB)
MD5: 01404A6A7173A5386C1D0D63CEDB2CFE
PID: 20.500.12556/dkum/77062270-7441-4ba8-a7b2-464bac07b3fa
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| Language: | Slovenian |
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| Work type: | Master's thesis/paper |
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| Typology: | 2.09 - Master's Thesis |
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| Organization: | FERI - Faculty of Electrical Engineering and Computer Science
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| Abstract: | V procesu izdelave magistrskega dela smo sprogramirali zvezni genetski algoritem, ki smo ga uporabili za optimizacijo parametrov PID regulatorja. Za preizkus delovanja algoritma smo replicirali industrijski proces regulacije izhodnega tlaka dveh zaporedno vezanih tlačnih posod in nelinearnega člena. V ta namen smo izdelali sistem vodenja s programom TIA Portal, za oddaljen dostop do procesa pa smo uporabili program KEPServerEX. Procesne odzive smo zajeli pred in po optimizaciji ter ugotovili, da je s predstavljenim optimizacijskim algoritmom mogoče optimizirati parametre PID regulatorja, ne da bi prekinili delovanje procesa. |
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| Keywords: | genetski algoritem, optimizacija, digitalni dvojček, PID regulator |
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| Place of publishing: | Maribor |
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| Place of performance: | Maribor |
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| Publisher: | [K. Medved] |
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| Year of publishing: | 2022 |
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| Number of pages: | 1 spletni vir (1 datoteka PDF (XXI, 76 f.)) |
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| PID: | 20.500.12556/DKUM-82005 |
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| UDC: | 681.515.8:004.8(043.2) |
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| COBISS.SI-ID: | 116058115 |
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| Publication date in DKUM: | 08.07.2022 |
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| Views: | 1378 |
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| Downloads: | 214 |
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| Metadata: |    |
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| Categories: | KTFMB - FERI
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