Essays about: "Predictive maintenance"

Showing result 21 - 25 of 139 essays containing the words Predictive maintenance.

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

    University essay from Umeå universitet/Företagsekonomi

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

    Abstract : 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. READ MORE

  3. 22. 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

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

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

    Abstract : 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. READ MORE

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

    University essay from KTH/Hållbar utveckling, miljövetenskap och teknik

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

    Abstract : 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. READ MORE

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

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

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

    Abstract : 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. READ MORE

  6. 25. Evaluation of a Predictive Maintenance Framework for Industrial Batch Processes : A Feasibility Study at Seco Tools AB

    University essay from Luleå tekniska universitet/Institutionen för ekonomi, teknik, konst och samhälle

    Author : Erik Olausson; [2023]
    Keywords : Predictive maintenance; Batch processes; Component health;

    Abstract : Predictive maintenance is a topic that has been researched and theorized for decades. With the advent of Industry 4.0 and greater technological capabilities in the form of advanced AI, the concept of predicting the need for maintenance in a system or its components is quickly becoming more of a reality for complex processes. READ MORE