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A LOAD-BASED TEMPERATURE PREDICTION MODEL FOR ANOMALY DETECTION
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...
DRONE ROUTING FOR DAMAGE ASSESSMENT ON POWER DISTRIBUTION SYSTEMS UNDER HILF EVENTS
Title
DRONE ROUTING FOR DAMAGE ASSESSMENT ON POWER DISTRIBUTION SYSTEMS UNDER HILF EVENTS
Author
Alapati, Mahesh
Date Created
2018
Subjects--Topical
Engineering, Power resources, Operations research
Description
Significant damages caused by extreme weather conditions such as flood, storm, hurricanes, blizzards etc., contribute multiple and widely-spread damages to electric power transmission and distribution systems resulting in large-scale power failure...
ENHANCING THE RESILIENCE OF DISTRIBUTION POWER GRIDS WITH PHOTOVOLTAICS (PVs) AND ENERGY STORAGE
Title
ENHANCING THE RESILIENCE OF DISTRIBUTION POWER GRIDS WITH PHOTOVOLTAICS (PVs) AND ENERGY STORAGE
Author
McGirt, Alexander
Date Created
2020
Subjects--Topical
Electrical engineering, Engineering, Power resources
Description
Extreme events such as natural disasters can cause power grid failures, leading to catastrophic consequences and losses. With increasing integrations of photovoltaics (PVs) and energy storage in the distribution power grid, this work explores how ...
GROUPING CALENDAR VARIABLES FOR ELECTRIC LOAD FORECASTING
Title
GROUPING CALENDAR VARIABLES FOR ELECTRIC LOAD FORECASTING
Author
Sangamwar, Saurabh
Date Created
2019
Subjects--Topical
Power resources
Description
Human activities are important driving factor of electricity consumption. Human activities can be captured by calendar information. This research uses the hour of a day, days of a week, month of a year and 24 solar terms as calendar variables to c...
HOW DOES RELATIVE HUMIDITY AFFECT ELECTRICITY DEMAND?
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...
Optimal Weather Station Selection for Electric Load Forecasting
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...
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 ...