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DAILY LOAD FORECASTING WITH HOURLY TEMPERATURES
Title
DAILY LOAD FORECASTING WITH HOURLY TEMPERATURES
Author
Shukla, Shreyashi
Date Created
2018
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 ...
DAILY LOAD FORECASTING WITH HOURLY TEMPERATURES
Title
DAILY LOAD FORECASTING WITH HOURLY TEMPERATURES
Author
Shukla, Shreyashi
Date Created
2018
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
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
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
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...
Probabilistic Electric Load Forecasting
Title
Probabilistic Electric Load Forecasting
Author
XIE, JINGRUI
Date Created
2016
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
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 ...
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
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...