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Utah State University

1. Saha, Shaju. Micro Grid Control Optimization with Load and Solar Prediction.

Degree: MS, Computer Science, 2020, Utah State University

URL: https://digitalcommons.usu.edu/etd/7998 

Using renewable energy can save money and keep the environment cleaner. Installing a solar PV system is a one-time cost but it can generate energy for a lifetime. Solar PV does not generate carbon emissions while producing power. This thesis evaluates the value of being able to make accurate predictions in the use of solar energy. It uses predicted solar power and load for a system and a battery to store the energy for future use and calculates the operating cost or profit in several designed conditions. Various factors like a different place, tuning the capacity of sources, changing buy/sell schedule are considered to verify the results. Combining real battery cost makes this work more reliable from the existing system. The prediction error also considered while testing the results. Advisors/Committee Members: Nicholas Flann, Regan Zane, John Edwards, ;.

Subjects/Keywords: Micro Grid; Optimization; Prediction; reinforcement learning; RL; agent; MDP; Computer Sciences; Physical Sciences and Mathematics; Theory and Algorithms

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6th Edition):

Saha, S. (2020). Micro Grid Control Optimization with Load and Solar Prediction. (Masters Thesis). Utah State University. Retrieved from https://digitalcommons.usu.edu/etd/7998

Chicago Manual of Style (16th Edition):

Saha, Shaju. “Micro Grid Control Optimization with Load and Solar Prediction.” 2020. Masters Thesis, Utah State University. Accessed January 16, 2021. https://digitalcommons.usu.edu/etd/7998.

MLA Handbook (7th Edition):

Saha, Shaju. “Micro Grid Control Optimization with Load and Solar Prediction.” 2020. Web. 16 Jan 2021.

Vancouver:

Saha S. Micro Grid Control Optimization with Load and Solar Prediction. [Internet] [Masters thesis]. Utah State University; 2020. [cited 2021 Jan 16]. Available from: https://digitalcommons.usu.edu/etd/7998.

Council of Science Editors:

Saha S. Micro Grid Control Optimization with Load and Solar Prediction. [Masters Thesis]. Utah State University; 2020. Available from: https://digitalcommons.usu.edu/etd/7998

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