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Showing result 1 - 5 of 42 essays matching the above criteria.

  1. 1. Evaluating sensor accuracy and repeatability in gasketed plate heat exchangers

    University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

    Author : Nils Engman; [2023]
    Keywords : Sensors; IoT; Heat Exchangers; Technology and Engineering;

    Abstract : Alfa Laval has connected sensors to their gasketed plate heat exchangers (gphe) to extend their customer service offering. To develop this service further the flow through the GPHE is needed. In this thesis, the objective was to evaluate an inexpensive flow switch and two sensor kits that measure pressure and temperature. READ MORE

  3. 2. Nio mjölkproducenters erfarenheter av att vaccinera mot E. coli mastit : en intervjustudie om effekt, arbetsmiljö och administration

    University essay from SLU/Dept. of Biosystems and Technology (from 130101)

    Author : Moa Tallåker; [2023]
    Keywords : E. coli; mastit; immunförsvar; klinisk mastit; subklinisk mastit; vaccin;

    Abstract : Juverinflammation är en av de vanligaste sjukdomarna som drabbar mjölkkor, juverinflammation kallas också för mastit. Mastit orsakas i huvudsak av bakterier. Olika bakterier ger upphov till olika sorters mastiter med olika sjukdomsförlopp. Mastiterna kan vara kliniska eller subkliniska, det som skiljer dem åt är symptomen och tidsbilden. READ MORE

  4. 3. Supervised Algorithm for Predictive Maintenance

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

    Author : Haida Lu; [2023]
    Keywords : Long short-term memory; Predictive maintenance; Remaining useful life; Embedded Artificial Intelligence; Långt korttidsminne; förebyggande underhåll; återstående livslängd; inbyggd artificiell intelligens;

    Abstract : Predictive maintenance plays a crucial role in preventing unexpected equipment failures and maintaining assets in good operating conditions in various systems. One such scenario where predictive maintenance has been widely used is in battery management systems for electronic vehicles based on lithium batteries, where the risk of failure can be reduced by predicting the remaining useful life of the lithium battery. READ MORE

  5. 4. 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

  6. 5. Temperature predictions using a digital twin and machine learning : Digital Twin model of an electric boat’s cooling system that provides artificial data for training of a machine learning model

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

    Author : Charlie Jeansson; [2022]
    Keywords : Electric boat; cooling system; Digital Twin; temperature predictive model; machine learning; Elektrisk båt; kylsystem; Digital Tvilling; temperaturförutsägande model; maskininlärning;

    Abstract : The transportation industry stands for a big chunk of the worlds total carbon emissions. To counter this problem electric vehicles are seen as a good solution. However, these vehicles come at a greater cost and do not offer the same range as their less environmentally friendly counterpart. READ MORE