Essays about: "future forecasts"

Showing result 21 - 25 of 203 essays containing the words future forecasts.

  1. 21. Charging Towards Savings : How Utility Tariffs and Consumtion Profiles Impact the Profitability of BTM Battery Storage Systems

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

    Author : Daniel Aston; Gustav Lindström; [2023]
    Keywords : Battery Energy Storage System BESS ; Behind The Meter BTM ; Demand Side Management; Energy Arbitrage; Peak Shaving; Load Profile; Utility Tariff; Batterilagring; Bakom Mätaren; Efterfrågestyrning; Energiarbitrage; Peak Shaving; Konsumtionsprofil; Tariff;

    Abstract : Battery Storage Systems (BESS) installed Behind the Meter (BTM) can provide demand management services, reducing electricity costs and enhancing overall electricity system stability. BTM BESS can also imporve self-consumption obtained with distributed generation assets like solar photovoltaics. READ MORE

  3. 22. Classification of weather conditions based on supervised learning

    University essay from Högskolan i Gävle/Datavetenskap

    Author : Mohamad Safia; Rodi Abbas; [2023]
    Keywords : Machine learning; Neural networks; Support vector machines; K-nearest neighbours; Random forest; Weather prediction;

    Abstract : Forecasting the weather remains a challenging task because of the atmosphere's complexity and unpredictable nature. A few of the factors that decide weather conditions, such as rain, clouds, clear skies, and sunshine, include temperature, pressure, humidity, wind speed, and direction. READ MORE

  4. 23. Highway Traffic Forecasting with the Diffusion Model : An Image-Generation Based Approach

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

    Author : Pengnan Chi; [2023]
    Keywords : Diffusion model; Traffic forecasting; Generative model; Image processing; Spatial temporal modelling; Diffusionsmodell; Trafikprognos; Generativ modell; Bildbehandling; Rumsligtemporal modellering;

    Abstract : Forecasting of highway traffic is a common practice for real traffic information system, and is of vital importance to traffic management and control on highways. As a typical time-series forecasting task, we want to propose a deep learning model to map the historical sensory traffic values (e.g., speed, flow) to future traffic forecasts. READ MORE

  5. 24. Greening the Grid of Indonesia – Second Life Application for Lithium-Ion Electric Vehicle Batteries in Indonesia’s Energy System

    University essay from Lunds universitet/Innovation

    Author : Paula Runsten; Felix Kruse; [2023]
    Keywords : Electrification; battery repurposing; renewable energy; net-zero emissions; energy storage systems Elektrifiering; batteriåteranvändning; förnybar energi; nettonollutsläpp; energilagringssystem; Technology and Engineering;

    Abstract : With the increasing energy demand from urban electrification, the growing economy and global warming, Indonesia has some extensive challenges ahead. Additionally, growing demand for Li-ion batteries is causing shortages of virgin battery minerals in parallel with the increasing demand for energy storage to accommodate electrification. READ MORE

  6. 25. Post-Correction of time series forecasts

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Arunas Kalinauskas; Dennis Slepov; [2023]
    Keywords : time series forecasting;

    Abstract : Time series forecasting is an important problem with various applications in different domains. Improving forecast performance has been the center of investigation in the last decades. Several pieces of research show that old statistical methods, such as ARIMA, are still state-of-the-art in many domains and applications. READ MORE