Essays about: "data mining analysis"

Showing result 1 - 5 of 314 essays containing the words data mining analysis.

  1. 1. Unraveling Paradoxical Tensions in Digital Servitization Ecosystems : A case study in the mining industry

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

    Author : Johannes Åström; Jakob Karlelid; [2024]
    Keywords : Digital servitization; Ecosystem; Paradoxes; Tensions; Digital tjänstefiering; Ekosystem; Paradoxer; Spänningar;

    Abstract : Purpose - This study aims to understand what paradoxical tensions arise within an ecosystem when companies collectively pursue digital servitization and how these tensions impact value co-creation. Method -  The study is an explorative single-case study based on the mining industry in Sweden and involves respondents from industry-leading organizations. READ MORE

  3. 2. Mining infrequent group of motifs from multidimensional time series: A case study at Alfa Laval AB

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Fabeena Thoufeeq; Reeba Susan Ashok; [2024]
    Keywords : ;

    Abstract : In collaboration with an industrial partner, Alfa Laval AB, this thesis discusses a novel approach for identifying operational modes, specifically a cleaning mode, in separator machines without the benefit of labelled data and with very limited operating knowledge. Understanding the operational modes is crucial for comprehending the machine’s behaviour and ensuring its optimal performance. READ MORE

  4. 3. Product-Service Systems for Small and Medium-Sized Manufacturers: The Role of External Partnerships

    University essay from Uppsala universitet/Institutionen för geovetenskaper

    Author : Pedro Scherma de Carvalho; [2023]
    Keywords : Product-Service System; Collaboration; Partnership; Barriers; Small and Medium-Sized Manufacturers;

    Abstract : The current patterns of consumption are threatening the availability of natural resources. These natural resources, such as raw materials and biomass, are critical for different economic activities. ProductService System (PSS) has received attention as a solution to drive resource efficiency by extending the life cycle of products. READ MORE

  5. 4. AI/ML Development for RAN Applications : Deep Learning in Log Event Prediction

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

    Author : Yuxin Sun; [2023]
    Keywords : LSTM; Anomaly Detection; Failure Prediction; Log Mining; Deep Learning; LSTM; Anomali Detection; Failure Prediction; Log Mining; Deep Learning;

    Abstract : Since many log tracing application and diagnostic commands are now available on nodes at base station, event log can easily be collected, parsed and structured for network performance analysis. In order to improve In Service Performance of customer network, a sequential machine learning model can be trained, test, and deployed on each node to learn from the past events to predict future crashes or a failure. READ MORE

  6. 5. Optimization of Path and Trajectory for Underground Mining Machines

    University essay from Linköpings universitet/Institutionen för systemteknik

    Author : Farid Marouki; [2023]
    Keywords : ;

    Abstract : Underground mining machines play a critical role in the mining industry, enablingexcavation of valuable minerals from subterranean deposits. The efficiency of mining op-erations relies heavily on the effectiveness of these machines. READ MORE