Essays about: "mathematical tasks"

Showing result 1 - 5 of 60 essays containing the words mathematical tasks.

  1. 1. Air quality prediction in metropolitan areas using deep learning methods

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Augustin Ionut Ionascu; [2023]
    Keywords : air quality; forecasting; time-series; univariate; multivariate; multi-step; Attention; Transformer;

    Abstract : The rapid growth of the world's urban population shows that people are increasingly moving to cities. In recent decades, the frequent occurrence of smog caused by increasing industrialization has brought environmental pollution to record highs. READ MORE

  3. 2. Construction and Control of a 3-axisAutomated Liquid Sampling UnitUtilizing Hybrid Stepper Motors

    University essay from KTH/Mekatronik och inbyggda styrsystem

    Author : Arvid Bergvall; Pontus Lundman; [2023]
    Keywords : Mechatronics; Gantry; Stepper motor; Control; Linear Quadratic Regulator; Adaptive LQI; PID; Mekatronik; Gantry; Stegmotor; Reglerteknik; LQR; Adaptiv LQI; PID;

    Abstract : High accuracy autonomous positioning systems are becoming increasingly important in today’s chemical industry because they can obtain precise experiment results automatically and hence allow lab technicians to focus on other tasks concurrently. One time consuming process is the process of sampling chemical test results into the correct container, especially when the tests are many and infrequent. READ MORE

  4. 3. Prediction of the gain in classification performance from combining multiple imaging modalities

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Roman Denkin; [2023]
    Keywords : ;

    Abstract : In this work, we investigate the relationship between different image modalities and classification performance, aiming to predict the potential gain in classification accuracy when combining multiple modalities. We analyze mathematical and statistical measures and develop novel reconstruction measures (RMSE and RSSIM) to assess information distribution between different image modalities. READ MORE

  5. 4. Time efficient harvesting of data to find the optimum production window with the help of iba software : An analysis of tube mill data

    University essay from Högskolan i Gävle/Avdelningen för elektroteknik, matematik och naturvetenskap

    Author : Waleed Tariq; [2023]
    Keywords : ;

    Abstract : Data acquisition and processing are one of the blistering topics in the manufacturing industry, especially in the steel manufacturing sector. The acquisition, and processing of an immense amount of data in a time-efficient way is one of the biggest problems today. READ MORE

  6. 5. Scaling and distribution of Particle Swarm Optimization Algorithms on Microsoft Azure

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Author : Nikolaos Delis; [2023]
    Keywords : PSO; Optimization; Scaling; Parallelization; Azure Durable Functions;

    Abstract : Introduction. Particle Swarm Optimization (PSO) is a heavy-duty algorithm that is used to identify the optimum (maximum or minimum) solution of a formula with multiple unknown factors. PSO algorithms are used widely for various optimization problems, and all face the same challenge. READ MORE