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Samo-optimizacija kemijskih reakcij v pretočnih sistemih
ID Levičar, Maks (Author), ID Ručigaj, Aleš (Mentor) More about this mentor... This link opens in a new window

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Abstract
S pomočjo algoritmov je mogoče na pretočnem reaktorju narediti platformo za avtomatizirano optimizacijo obratovalnih pogojev kemijskih reakcij za doseg želenih rezultatov, kot so dobitek, učinkovitost, cena produkta ipd. Optimizacija deluje na osnovi povratne informacijske zanke med reakcijskim sistemom in algoritmom, pri kateri algoritem spreminja obratovalne pogoje. Posledično je rezultat reakcije drugačen in na podlagi tega, kako se le-ta spreminja, algoritem dobiva nove podatke, na podlagi katerih določa nadaljnje korake pri iskanju optimalnih pogojev.

Language:Slovenian
Keywords:pretočni sistemi, reakcije, strojno učenje, algoritmi
Work type:Bachelor thesis/paper
Typology:2.11 - Undergraduate Thesis
Organization:FKKT - Faculty of Chemistry and Chemical Technology
Year:2022
PID:20.500.12556/RUL-139370 This link opens in a new window
COBISS.SI-ID:124471299 This link opens in a new window
Publication date in RUL:01.09.2022
Views:1125
Downloads:68
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Secondary language

Language:English
Title:Self-optimisation of chemical reactions in flow systems
Abstract:
With the help of algorithms, it is possible to turn a flow reactor into a platform for optimizing reaction conditions of chemical reactions to achieve the desired results, such as yield, efficiency, product cost, etc. Optimization is based on a feedback loop between the reaction system and the algorithm where the algorithm changes reaction conditions. Consequently, the result of the reaction is different. Based on how it changes, the algorithm receives new data from which it determines further steps in finding the optimal conditions.

Keywords:flow systems, reactions, machine learning, algorithms

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