Essays about: "machine manufacturing industry"

Showing result 1 - 5 of 138 essays containing the words machine manufacturing industry.

  1. 1. Data analysis for predictive maintenance and potential challenges associated with the technology integration of steel industry machines.

    University essay from Högskolan i Gävle/Elektronik

    Author : Pradip Nath; [2024]
    Keywords : Data Science; Data processing; Industrial Manufacturing; System Identification; Predictive maintenance; Conditional monitoring; Statistical Analysis; Signal processing; Hydraulic System; IoT; Sustainable Maintenance; Data vetenskap; Databehandling; Industriell tillverkning; System identifiering; Prediktivt underhåll; Tillståndsövervakning; Statistisk analys; Signal behandling;

    Abstract : The recharge is the focus of data analysis of the different situations with the integration of the system and development of the two-stage 2/2 proportional cartridge valve for the steel industry machine. Using the statistical analysis technique to visualize the valve signal data behavior identify the accuracy of the machine data and apply the statistical feature extracting model using classification and clustering algorithms of real-time data analysis for the manufacturing. READ MORE

  3. 2. Regression and time estimation in the manufacturing industry

    University essay from Uppsala universitet/Statistik, AI och data science

    Author : Walter Bjernulf; [2023]
    Keywords : regression; linear regression; regression trees; random forests; cross validation; variable selection; conformal prediction;

    Abstract : In this thesis an analysis is performed on operation times for different sized products in a manufacturing company. The thesis will introduce and summarise most of the theory needed to perform regression and also cover a worked example where three different regression models are learned, evaluated and analysed. READ MORE

  4. 3. Developing a High-Voltage Mechanical Disconnector: Meeting Safety Standards

    University essay from Lunds universitet/Innovation

    Author : Hampus Carlqvist; [2023]
    Keywords : Opticept; Standards; Product development; Disconnector; High Voltage; Technology and Engineering;

    Abstract : This master thesis is conducted in collaboration with Opticept Technologies, a company operating in the Pulsed Electric Field (PEF) treatment industry. PEF treatment necessitates the use of high-voltage machines, and this thesis focuses on exploring a mechanical disconnector that serves as an essential safety feature for such high-voltage systems. READ MORE

  5. 4. Technology Acceptance for AI implementations : A case study in the Defense Industry about 3D Generative Models

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Michael Arenander; [2023]
    Keywords : Technology Acceptance; Artificial Intelligence; Machine Learning; 3D Generative Models; Innovation; Teknisk Acceptans; Artificiell Intelligens; Maskininlärning; 3D Generativa Modeller; Innovation;

    Abstract : Advancements in Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL) has emerged into 3D object creation processes through the rise of 3D Generative Adversarial Networks (3D GAN). These networks contain 3D generative models capable of analyzing and constructing 3D objects. READ MORE

  6. 5. Development of an affordable and flexible fixing system for a hobbing machine

    University essay from Linnéuniversitetet/Institutionen för maskinteknik (MT)

    Author : Twan van Loenen; [2023]
    Keywords : Affordable; Centering; Clamping; Design process; Fixing; Flexible; Gear; Grinding; Hobbing; Mandrel;

    Abstract : Last years, lead time, flexibility, cost, and quality have become significant factors for the manufacturing industry. This also applies to gears, which could be manufactured using hobbing and grinding. Fixing systems are used to precisely center and fully fix gears to reach high quality. READ MORE