Essays about: "demand forecasting system"

Showing result 21 - 25 of 52 essays containing the words demand forecasting system.

  1. 21. Case Study: Future Scenarios of Japan’s Energy Supply System in the Aftermath of the Fukushima Daiichi Nuclear Power Disaster

    University essay from Uppsala universitet/Institutionen för geovetenskaper

    Author : Wen-Tien Wang; [2020]
    Keywords : Sustainable Development; Energy Supply System Analysis; Times Series Analysis; Japan; Kaya Identity; Forecasting.;

    Abstract : Nine years have passed since the Fukushima Daiichi nuclear disaster (FDND). The Japanese government has been facing the issue of striking a balance among economy, environment, and social opinions for its energy transition policy. READ MORE

  3. 22. Artificial Intelligence in rural offgrid Polygeneration Systems: : A Case Study with RVE.Sol focusing on Electricity Supply & Demand Balancing

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Axel Bruck; [2019]
    Keywords : ;

    Abstract : Growing data generation and increasing computational power accelerate the advance of machine learning (ML) as a subsection of artificial intelligence in various sectors, while in Sub-Saharan Africa (SSA) electrification cannot keep up with the pace of population growth. Hence, this study aims to determine how ML can support rural polygeneration minigrids and thus assisting the electrification efforts in SSA in cooperation with the company RVE. READ MORE

  4. 23. A Comparative Analysis of RNN and SVM : Electricity Price Forecasting in Energy Management Systems

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

    Author : Lee Badal; Sebastian Franzén; [2019]
    Keywords : ;

    Abstract : A trend in increasing electricity consumption and technological innovation has resulted in automated energy management systems. Forecasting movement of the electricity price with machine learning plays a role in the sustainability of these systems. READ MORE

  5. 24. TDNet : A Generative Model for Taxi Demand Prediction

    University essay from Linköpings universitet/Programvara och system

    Author : Gustav Svensk; [2019]
    Keywords : Taxi Demand; TDNet; WaveNet; Tree Parzen Estimator; Predictive Models; Convolutional Neural Networks; Time Series Forecasting; Traffic Forecasting; Sequence Learning Models;

    Abstract : Supplying the right amount of taxis in the right place at the right time is very important for taxi companies. In this paper, the machine learning model Taxi Demand Net (TDNet) is presented which predicts short-term taxi demand in different zones of a city. READ MORE

  6. 25. The electricity demand andsupply in El Espino : Alternatives for diversification of renewabletechnologies

    University essay from KTH/Hållbar utveckling, miljövetenskap och teknik

    Author : Jessica Granqvist; Lily Gao; [2019]
    Keywords : Hybrid system; wind turbine; solar PV; optimization; rural electrification; Hybridsystem; vindturbin; sol PV; optimisering; landsbyggdselektrifiering;

    Abstract : The use of alternative fuels, particularly renewable energy sources, has been an important strategy to achieve greenhouse gas emission reductions. In Bolivia, many rural areas struggle with an unreliable power supply. READ MORE