Essays about: "kpi"

Showing result 21 - 25 of 171 essays containing the word kpi.

  1. 21. Analysis of Performance Parameters for Service Assurance in Radio Access Networks

    University essay from KTH/Hälsoinformatik och logistik

    Author : Daryell Raymat; Mohammed Chaker; [2023]
    Keywords : Key performance indicator in networks; python; data visualisation; cellular network; self-health care; machine learning; Telenor; parameter analysis.; Nyckelprestandaindikator i nätverk; python; datavisualisering; mobilnätverk; själv-hälsovård; maskininlärning; Telenor; parameteranalys.;

    Abstract : During the thesis project, an evaluation tool was developed for Telenor. This tool identifies the most reliable cell within a site based on its standard deviation and systematically ranks the performance of each cell using key performance indicators (KPIs). READ MORE

  3. 22. Development of a Machine Learning Survival Analysis Pipeline with Explainable AI for Analyzing the Complexity of ED Crowding : Using Real World Data collected from a Swedish Emergency Department

    University essay from KTH/Medicinteknik och hälsosystem

    Author : Tobias Haraldsson; [2023]
    Keywords : SHAP; Explainable AI; Survival Analysis; LOS; Machine Learning; ED Crowding; SHAP; Förklarbar AI; Överlevnadsanalys; LOS; Maskininlärning; Överbelastning på Akuten;

    Abstract : One of the biggest challenges in healthcare is Emergency Department (ED)crowding which creates high constraints on the whole healthcare system aswell as the resources within and can be the cause of many adverse events.Is is a well known problem were a lot of research has been done and a lotof solutions has been proposed, yet the problem still stands unsolved. READ MORE

  4. 23. Using discrete-event simulation to enable implementation of picking and palletizing robots: A case study

    University essay from Mälardalens universitet/Akademin för innovation, design och teknik

    Author : Maja Kfouri; Adan Reimers; [2023]
    Keywords : DES; Palletizer robot; Internal logistics; Goods-receipt; KPI; OEE;

    Abstract : Aim: The study aims to develop a DES model to evaluate the impacts of implementing packaging and palletizing robotics in the goods-receipts process. Research questions: RQ1: “What are the requirements when developing a Discrete Event Simulation (DES) model of the goods receipt process in the internal logistics section of a manufacturing company?”, RQ2: “What is the impact of implementing a new layout with industrial palletizer robotics in manufacturing companies' internal logistics - specifically the goods receipt process in terms of robot Overall Equipment Effectiveness (OEE), throughput, and WIP?” and, RQ3: “What considerations should companies take into account when implementing industrial palletizer robotics in their internal logistics, in terms of process flow?” Methodology: This study applied an inductive approach, letting the empirical findings guide the themes explored in the theoretical framework while having a constant interplay between empirical data collection and the construction of the simulation model. READ MORE

  5. 24. Surveying inner source adoption in IKEA

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Alexander Malm; [2023]
    Keywords : Inner source; GitHub; GrimorieLab; metrics; KPI; repository analysis; Technology and Engineering;

    Abstract : Open source has lately been gaining more traction and recognition in the software industry. The practices are being implemented within various organisations through an approach known as inner source, which involves taking the principles and practices that have been proven effective in open source environments and applying them within an internal context. READ MORE

  6. 25. Exploring Alarm Data for Improved Return Prediction in Radios : A Study on Imbalanced Data Classification

    University essay from Uppsala universitet/Matematiska institutionen

    Author : Sofia Färenmark; [2023]
    Keywords : Imbalanced data classification; LASSO; Boruta; SVM; RFC; neural network; decision tree; AUC; AUPRC;

    Abstract : The global tech company Ericsson has been tracking the return rate of their products for over 30 years, using it as a key performance indicator (KPI). These KPIs play a critical role in making sound business decisions, identifying areas for improvement, and planning. READ MORE