Essays about: "Reliability prediction"

Showing result 6 - 10 of 87 essays containing the words Reliability prediction.

  1. 6. Probabilistic Multi-Modal Data Fusion and Precision Coordination for Autonomous Mobile Systems Navigation : A Predictive and Collaborative Approach to Visual-Inertial Odometry in Distributed Sensor Networks using Edge Nodes

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

    Author : Isabella Luppi; [2023]
    Keywords : Distributed Sensor Networks; Point Cloud Processing; Bounding Box Fitting; Trajectory Tracking; Distributed Estimation; Predictive Estimation; Edge-Computing; Reti di Sensori Distribuiti; Elaborazione di Nuvole di Punti; Riquadri di Delimitazione; Tracciamento della Traiettoria; Stima Distribuita; Stima Predittiva; Calcolo Distribuito.; Distribuerade Sensornätverk; Bearbetning av Punktmoln; Anpassning av Begränsningsruta; Trajektorieuppföljning; Distribuerad Uppskattning; Prediktiv Uppskattning; Edge-datorbehandling;

    Abstract : This research proposes a novel approach for improving autonomous mobile system navigation in dynamic and potentially occluded environments. The research introduces a tracking framework that combines data from stationary sensing units and on-board sensors, addressing challenges of computational efficiency, reliability, and scalability. READ MORE

  3. 7. 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. 8. Enhancing failure prediction from timeseries histogram data : through fine-tuned lower-dimensional representations

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Vijay Jayaraman; [2023]
    Keywords : time-series prediction; time-series histogram analysis; Convolution Neural Network CNN ; Autoencoder; Weibull Time-to-Event WTTE ; Recurrent Neural Network RNN ; Engine turbo charger failure prediciton;

    Abstract : Histogram data are widely used for compressing high-frequency time-series signals due to their ability to capture distributional informa-tion. However, this compression comes at the cost of increased di-mensionality and loss of contextual details from the original features. READ MORE

  5. 9. Evaluating Methodological Considerations and Quality Standards in People Analytics: A Scoping Review and Bibliographic Analysis

    University essay from Linnéuniversitetet/Institutionen för psykologi (PSY)

    Author : Xandee Pescador Dahlén; Luise Schewzow; [2023]
    Keywords : People analytics; data-driven decision making; scoping review; bibliometric analysis; methodological considerations; quality standards;

    Abstract : People analytics (PA) has experienced significant growth in recent years due to the increasing availability of employee data and the impact of digitalization on organizations. This data-driven approach utilizes inductive methods to predict various outcomes in the field of human resources. READ MORE

  6. 10. Predicting the Potential Long-term Impacts of the Covid-19 Pandemic on the Logistics Industry in Sweden: The use of Logistics Performance Indicators in the Decision-Making Process.

    University essay from Göteborgs universitet/Graduate School

    Author : Oluwasade Ann Adare; Ebenezer Ofosu Agyapong; [2022-07-01]
    Keywords : Covid-19; Sweden logistics industry; Analytic Hierarchy Process; Logistics performance indicators;

    Abstract : The logistics industry encountered some setbacks that led to disruptions as a result of the Covid-19 pandemic which is gradually easing out but with some still anticipated to persist into the future. The ripple effect of these disruptions is that the logistics industries are experiencing difficulties in understanding the current trends and the future impact of the pandemic on their business. READ MORE