Sökning: "Predictive maintenance"

Visar resultat 26 - 30 av 163 uppsatser innehållade orden Predictive maintenance.

  1. 26. Implementing Artificial Intelligence in Supply Chain Management : A Qualitative Study of How Manufacturing Companies Can Implement AI to Improve Supply Chain Management

    Master-uppsats, Umeå universitet/Företagsekonomi

    Författare :Alva Norgren; Wilma Janzon Hägglund; [2023]
    Nyckelord :Supply Chain Management; Artificial Intelligence; Manufacturing Industry; Artificial Intelligence Implementation Process;

    Sammanfattning : The emergence of new technologies, such as artificial intelligence (AI), is transforming society and changing fundamental beliefs about money, value judgments, and enterprise implications. AI is becoming increasingly prevalent, serving as an exceptional advisor and an omniscient informant. LÄS MER

  3. 27. Anomaly detection for prediction of failures in manufacturing environments : Machine learning based semi-supervised anomaly detection for multivariate time series to predict failures in a CNC-machine

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Felix Boltshauser; [2023]
    Nyckelord :Machine learning; Anomaly Detection; DeepAnT; ROCKET; OCSVM; manufacturing; predictive maintenance; Maskin inlärning; Anomali Detektion; DeepAnT; ROCKET; OCSVM; tillverkning; prediktivt underhåll;

    Sammanfattning : For manufacturing enterprises, the potential of collecting large amounts of data from production processes has enabled the usage of machine learning for prediction-based monitoring and maintenance of machines. Yet common maintenance strategies still include reactive handling of machine failures or schedule-based maintenance conducted by experienced personnel. LÄS MER

  4. 28. Maskininlärning med konform förutsägelse för prediktiva underhållsuppgifter i industri 4.0

    Master-uppsats, Jönköping University/JTH, Avdelningen för datavetenskap

    Författare :Shuzhou Liu; Mpova Mulahuko; [2023]
    Nyckelord :Machine Learning; Deep Learning; Uncertainty estimation; Conformal prediction; Predictive maintenance; RUL; Probabilistic predictions; Decision Tree; Random Forest; Support Vector Regression; Gradient Boosting; LSTM;

    Sammanfattning : This thesis is a cooperation with Knowit, Östrand \& Hansen, and Orkla. It aimed to explore the application of Machine Learning and Deep Learning models with Conformal Prediction for a predictive maintenance situation at Orkla. Predictive maintenance is essential in numerous industrial manufacturing scenarios. LÄS MER

  5. 29. Moving towards a proactive sewer pipe inspection approach : A state-of-the-art analysis

    Master-uppsats, KTH/Hållbar utveckling, miljövetenskap och teknik

    Författare :Ataul Hakim Mahamud; [2023]
    Nyckelord :Sewer failure; Inflow; and infiltration; CSO; Blockage; prediction model; proactive; Avlopps Fel; Inflöde och infiltration; CSO; Blockering; prediktionsmodell; proaktiv;

    Sammanfattning : The failure of sewer pipes is a significant issue that can adversely affect the environment and public health. The problem is exacerbated by the additional burden it places on treatment plants, which must work harder to process the increased sewage flow resulting from pipe failures. LÄS MER

  7. 30. Increasing process reconfigurability and quality in HMLV assembly lines using Industry 4.0 : A case study in the automotive industry

    Master-uppsats, KTH/Skolan för industriell teknik och management (ITM)

    Författare :Dagvadorj Bazarkhuu; Evelina Dannert; [2023]
    Nyckelord :Reconfigurability; Industry 4.0; quality; assembly; High-Mix Low-Volume; HMLV; Rekonfigurerbarhet; Industri 4.0; kvalitet; montering; Hög-mix Låg-volym; HMLV;

    Sammanfattning : The automotive industry is responsible for substantial emissions and is therefore transitioning to the new market of electromobility. With changing market conditions and uncertain demand, frequent product launches and customization are increasingly common. LÄS MER