Essays about: "industrial training"

Showing result 1 - 5 of 135 essays containing the words industrial training.

  1. 1. Navigating Industry 4.0 to Industry 5.0 : Challenges and Strategies for Workforce Transition and its Relation to SDGs

    University essay from KTH/Energisystem

    Author : Dhairysheel Shivaji Ambhore; [2024]
    Keywords : Industry 4.0; Industry 5.0; Sustainable Development Goals SDGs ; industry 4.0; industry 5.0; hållbarhetsmål SDGs ;

    Abstract : The Fourth Industrial Revolution, known as Industry 4.0, has ushered in a new era of technological advancement and disruption across Manufacturing Industries. As organizations embrace digital technologies, artificial intelligence, and automation, the workforce faces profound changes in job roles, skill requirements, and training needs. READ MORE

  3. 2. Variational AutoEncoders and Differential Privacy : balancing data synthesis and privacy constraints

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Baptiste Bremond; [2024]
    Keywords : TVAE; Differential privacy; Tabular data; Synthetic data; DP-SGD; TVAE; differentiell integritet; tabelldata; syntetiska data; DP-SGD;

    Abstract : This thesis investigates the effectiveness of Tabular Variational Auto Encoders (TVAEs) in generating high-quality synthetic tabular data and assesses their compliance with differential privacy principles. The study shows that while TVAEs are better than VAEs at generating synthetic data that faithfully reproduces the distribution of real data as measured by the Synthetic Data Vault (SDV) metrics, the latter does not guarantee that the synthetic data is up to the task in practical industrial applications. READ MORE

  4. 3. Product development of hand-held scooping utensil for the pharmaceutical industry

    University essay from KTH/Ergonomi

    Author : Josefin Kruse; [2024]
    Keywords : ;

    Abstract : Musculoskeletal disorders (MSDs) are one of the most common groups of work-related illnesses. At PET Dispensing, AstraZeneca Södertälje, several MSDs had been linked to a specific scooping utensil made of stainless steel. READ MORE

  5. 4. Effective Digitization in Brownfield Factories : A conceptualized model for technology transfer to brownfield production factories through smart factory lab

    University essay from KTH/Produktionsutveckling

    Author : Harshavardhan Gajanan Naik; [2024]
    Keywords : Digitalization; Industry 4.0; Technology Transfer; Virtual Training; Browneld Factories; Process;

    Abstract : The exploration of Smart Factories and Industry 4.0 technologies has indeed sparked curiosity and interest in the industrial world. The potential of these advancements to revolutionize manufacturing processes, enhance efficiency, and drive innovation is immense. READ MORE

  6. 5. Optimising Machine Learning Models for Imbalanced Swedish Text Financial Datasets: A Study on Receipt Classification : Exploring Balancing Methods, Naive Bayes Algorithms, and Performance Tradeoffs

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Li Ang Hu; Long Ma; [2023]
    Keywords : Imbalanced datasets; Swedish text financial datasets; Accuracy; Matthews correlation coefficient; Recall; Multinomial Naive Bayes; SMOTE; TomekLinks; Performance optimization;

    Abstract : This thesis investigates imbalanced Swedish text financial datasets, specifically receipt classification using machine learning models. The study explores the effectiveness of under-sampling and over-sampling methods for Naive Bayes algorithms, collaborating with Fortnox for a controlled experiment. READ MORE