Uporaba elektroencefalografije v proizvodnji

Kondić, Marina (author), Berlec, Tomaž (mentor)

Z razvojem naprednejših tehnologij v proizvodnji se veča obremenjenost operaterjev, kar vpliva na njihove fizične in kognitivne sposobnosti. To vodi do več človeških napak in posledično manjše varnosti na delovnem mestu. Rešitev se kaže v uporabi nevrofizioloških metod za merjenje in spremljanje kognitivnih stanj operaterjev, med katerimi je tudi elektroencefalografija (EEG), ki temelji na zaznavanju možganskih signalov. V diplomskem delu se po korakih obravnava postopek merjenja z EEG za uporabo v proizvodnem okolju. Predstavljena je naprava, ki se bo uporabila v nadaljnjih raziskavah, kot tudi proces pridobivanja in analize podatkov. Opisani so tudi dejavniki, ki vplivajo na potek meritev, in glavni izzivi, ki jih lahko pričakujemo pri uporabi EEG v proizvodnji.

• Language: Slovenian
• Keywords: EEG, proizvodnja, delovno okolje, kognitivna stanja, varnost, meritve, izzivi
• Work type: Bachelor thesis/paper
• Typology: 2.11 - Undergraduate Thesis
• Organization: FS - Faculty of Mechanical Engineering
• Year: 2025
• Number of pages: XII, 37 f.
• PID: 20.500.12556/RUL-171157
• UDC: 658.5:616.831-073.7-71(043.2)
• COBISS.SI-ID: 245777923
• Publication date in RUL: 13.08.2025

Secondary language

• Language: English
• Title: Use of electroencephalography in manufacturing

Abstract

With the development of more advanced technologies in manufacturing, the workload on operators is increasing, which affects their physical and cognitive abilities. This leads to more human errors and, consequently, less safety in the workplace. A potential solution lies in the use of neurophysiological methods for measuring and monitoring cognitive states of operators, among which is also electroencephalography (EEG), which is based on detecting brain signals. This thesis addresses the measurement process with EEG for use in a manufacturing environment. It presents the device that will be used in further research, as well as the process of data acquisition and analysis. The factors influencing the measurement process and the main challenges that can be expected with the use of EEG in manfucaturing are also described.

• Keywords: EEG, manufacturing, working environment, cognitive states, safety, measurements, challenges