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DAILY LOAD FORECASTING WITH HOURLY TEMPERATURES
Title
DAILY LOAD FORECASTING WITH HOURLY TEMPERATURES
Author
Shukla, Shreyashi
Date Created
2018
Subjects--Topical
Engineering
Description
Load forecasting at the daily resolution is generally performed by aggregating the predicted hourly load. Long-term daily load forecasting is essential for resource planning in the power system and price evaluation of energy contracts. Short-term ...
Developing Data-Driven Approaches for Analyzing, Identifying, and Predicting Power System Outages
Title
Developing Data-Driven Approaches for Analyzing, Identifying, and Predicting Power System Outages
Author
Doostan, Milad
Date Created
2019
Subjects--Topical
Electrical engineering, Statistics
Description
Outages that occur in power distribution systems can seriously endanger system operation in different ways. In recent years, with the explosion in data gathering within the smart grid framework, data analytics has emerged as a desirable tool in he...
Emergency Medical Services Demand Forecasting: Modern Machine Learning Approaches For Producing Short-Term Spatiotemporal Estimations
Title
Emergency Medical Services Demand Forecasting: Modern Machine Learning Approaches For Producing Short-Term Spatiotemporal Estimations
Author
Martin, Richard
Date Created
2019
Subjects--Topical
Operations research, Information technology
Description
Emergency medical services (EMS); commonly referred to as ambulance, paramedic or pre-hospital emergency services, are a critical component in the delivery of urgent medical care to communities. EMS agencies, the organizations responsible for prov...
Forecasting Most Valuable Players of the National Basketball Association
Title
Forecasting Most Valuable Players of the National Basketball Association
Author
McCorey, Jordan
Date Created
2021
Subjects--Topical
Engineering, Industrial engineering
Description
This thesis aims at developing models that would accurately forecast the Most Valuable Player (MVP) of the National Basketball Association (NBA). R programming language was used in this study to implement different techniques, such as Artificial N...
Idealized Simulations of Supercell Thunderstorms Interacting with the Appalachian Mountains
Title
Idealized Simulations of Supercell Thunderstorms Interacting with the Appalachian Mountains
Author
Riggin IV, Roger
Date Created
2022
Subjects--Topical
Meteorology, Geophysics, Geography
Description
The Appalachian Mountains within the eastern United States have a considerable impact on daily weather, including supercell thunderstorms. Forecasters currently lack a comprehensive conceptual model to assist with the decision-making process when ...
Probabilistic Electric Load Forecasting
Title
Probabilistic Electric Load Forecasting
Author
XIE, JINGRUI
Date Created
2016
Subjects--Topical
Power resources
Description
Traditionally, utilities have been conservative regarding the infrastructure upgrade. This makes electric load forecasts critical for guiding electric utilities’ operation, planning, and maintenance decision-making. For a long while, utilities hav...
RETAIL ENERGY FORECASTING
Title
RETAIL ENERGY FORECASTING
Author
XIE, JINGRUI
Date Created
2015
Subjects--Topical
Power resources
Description
Deregulation of the electric power industry has created both wholesale markets and retail markets. Most load forecasting studies in the literature are on the wholesale side. Minimal research efforts have been devoted to tackling the challenges on ...
Short Term Ex-ante Load Forecasting
Title
Short Term Ex-ante Load Forecasting
Author
Li, Yike
Date Created
2022
Subjects--Topical
Statistics
Description
Short-term load forecasting (STLF) is a conventional process at power companies to serve for better decision-making in their daily operations. Weather factors play a key role in STLF. In practice, an online STLF system typically requires the use o...
Spatial and Temporal Variability of Tornadic versus Non-Tornadic High-Shear, Low-CAPE Environments
Title
Spatial and Temporal Variability of Tornadic versus Non-Tornadic High-Shear, Low-CAPE Environments
Author
Hochstatter, Lindsay
Date Created
2021
Subjects--Topical
Meteorology
Description
High-shear low-CAPE (HSLC) severe weather events, defined as those in which surface-based CAPE is below 500 J/kg and most unstable CAPE is less than 1000 J/kg and have a 0-6 km bulk wind difference of at least 18 m/s, are uniquely challenging to f...
Urban Dynamics: Longitudinal Causal Relationships And Future Time Series Forecasting
Title
Urban Dynamics: Longitudinal Causal Relationships And Future Time Series Forecasting
Author
Hatami, Faizeh
Date Created
2023
Subjects--Topical
City planning
Description
Studying urban dynamics is essential given the ever-increasing changes in urban areas with all its ensuing consequences, whether negative or positive. It is of paramount importance to take into account the temporal dimension of urban dynamics when...