Search results | J. Murrey Atkins Library

Title: A LOAD-BASED TEMPERATURE PREDICTION MODEL FOR ANOMALY DETECTION
Author: Sobhani, Masoud
Date Created: 2017
Subjects--Topical: Electrical engineering, Power resources
Description: Electric load forecasting, as a basic requirement for the decision-making in power utilities, has been improved in various aspects in the past decades. Many factors may affect the accuracy of the load forecasts, such as data quality, goodness of t...

Title: CUSTOMER ATTRITION MODELING AND FORECASTING
Author: Xu, Zehan
Date Created: 2019
Subjects--Topical: Statistics
Description: Customer relationship management has shown its critical role in the success of a company in today’s increasingly competitive service industry. While modern machine learning techniques are widely adopted due to their advantages in working with exte...

Title: Combining Sister Load Forecasts
Author: Liu, Jiali
Date Created: 2015
Subjects--Topical: Electrical engineering
Description: Combining forecasts is a well-known approach to further improving forecast accuracy. In the load forecasting literature, there are only few papers discussing load forecast combination. Most of them are on combining independent forecasts. However, ...

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 ...

Title: Delivery Point Load Forecasting
Author: Sobhani, Masoud
Date Created: 2020
Subjects--Topical: Electrical engineering, Power resources
Description: Electric load forecasting has been integrated into the business decision making processes across virtually every segment of the power industry. Power companies use short-term and long-term load forecasts primarily for power systems operations and ...

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...

Title: HOW DOES RELATIVE HUMIDITY AFFECT ELECTRICITY DEMAND?
Author: Chen, Ying
Date Created: 2015
Subjects--Topical: Power resources
Description: Weather is a key driving factor of electricity demand. Among all the weather variables included in load forecasting models over the past half a century, temperature is the most commonly used one. Although humidity has also been discussed in the lo...

Title: Optimal Weather Station Selection for Electric Load Forecasting
Author: Li, Yike
Date Created: 2020
Subjects--Topical: Power resources
Description: Weather factors are playing key impacts on electricity load consumption. The proper selection of weather stations will contribute to the final electric load forecasting accuracy. How to efficiently select the stations among a good number of candid...

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...

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 ...

Title: SHORT TERM LOAD FORECASTING WITH RECENCY EFFECT: MODELS AND APPLICATIONS
Author: Liu, Bidong
Date Created: 2016
Subjects--Topical: Electrical engineering, Engineering
Description: Load forecasting is evolving in a smart grid era from the days before personal computer (PC) and the PC era. Thanks to the wide-spread use of smart meters, more data with high resolution is available than ever before. Meanwhile, with development o...

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...

Title: Short Term Peak Timing Forecasting
Author: Shukla, Shreyashi
Date Created: 2023
Subjects--Topical: Industrial engineering
Description: Peak load forecasting is crucial for reliable and effective grid operation. The day-to-day operation of the power grid requires load scheduling and dispatches of different energy resources including Energy Storage System and Demand Side Management...

Title: THE USE OF GROSS DOMESTIC PRODUCT IN SHORT-TERM LOAD FORECASTING
Author: Dharmapal, Deeksha
Date Created: 2020
Subjects--Topical: Engineering
Description: Economic and demographic variables are important indicators that define the growth, decline or stationarity of a region. The daily load curve of small economies displays a different pattern than that of large economies, implying the economic condi...