Sökning: "fysiskt baserad simulering"

Hittade 2 uppsatser innehållade orden fysiskt baserad simulering.

1. 1. Hardware-in-the-loop Simulation of a Pumping Station : Design and implementation of a Python-based simulation program

   Uppsats för yrkesexamina på avancerad nivå, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Katrina Liang; [2022]
   Nyckelord :Hardware-in-the-loop simulation; Simulation; Modeling; Pumping stations; Pump controller; Hardware-in-the-loop simulering; Simulering; Modellering; Pumpstationer; Pumpstyrning;

   Sammanfattning : The use of simulation enables testing of a system without the need for a complete physical system, while also having the advantages of lower cost and fewer practical limits compared to field tests. Hardware may be integrated into the simulation loop, such a simulation is defined as a Hardware-in-the-loop (HIL) simulation. LÄS MER

3. 2. An evaluation of deep learning models for urban floods forecasting

   Master-uppsats, KTH/Geoinformatik

   Författare :Yang Mu; [2022]
   Nyckelord :Urban flooding forecasting; Convolutional neural networks; Deep learning; Physically-based simulation; Recurrent neural network; Stadsöversvämningsprognoser; konvolutionella neurala nätverk; djupinlärning; fysiskt baserad simulering; återkommande neurala nätverk;

   Sammanfattning : Flood forecasting maps are essential for rapid disaster response and risk management, yet the computational complexity of physically-based simulations hinders their application for efficient high-resolution spatial flood forecasting. To address the problems of high computational cost and long prediction time, this thesis proposes to develop deep learning neural networks based on a flood simulation dataset, and explore their potential use for flood prediction without learning hydrological modelling knowledge from scratch. LÄS MER