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Smart Grid Management System Based on Machine Learning Algorithms for Efficient Energy Distribution
by
Velusudha, N.T.
, T., Saravanan
, Selwyn, T. Sunder
, Reddy, V. Sandeep Kumar
in
Algorithms
/ Artificial intelligence
/ Decision trees
/ Demand side management
/ Energy consumption
/ Energy distribution
/ Energy efficiency
/ grid monitoring
/ Learning algorithms
/ Machine learning
/ machine learning algorithms
/ Management systems
/ Neural networks
/ New technology
/ Smart grid
/ smart grid management system
/ Support vector machines
2023
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Smart Grid Management System Based on Machine Learning Algorithms for Efficient Energy Distribution
by
Velusudha, N.T.
, T., Saravanan
, Selwyn, T. Sunder
, Reddy, V. Sandeep Kumar
in
Algorithms
/ Artificial intelligence
/ Decision trees
/ Demand side management
/ Energy consumption
/ Energy distribution
/ Energy efficiency
/ grid monitoring
/ Learning algorithms
/ Machine learning
/ machine learning algorithms
/ Management systems
/ Neural networks
/ New technology
/ Smart grid
/ smart grid management system
/ Support vector machines
2023
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Do you wish to request the book?
Smart Grid Management System Based on Machine Learning Algorithms for Efficient Energy Distribution
by
Velusudha, N.T.
, T., Saravanan
, Selwyn, T. Sunder
, Reddy, V. Sandeep Kumar
in
Algorithms
/ Artificial intelligence
/ Decision trees
/ Demand side management
/ Energy consumption
/ Energy distribution
/ Energy efficiency
/ grid monitoring
/ Learning algorithms
/ Machine learning
/ machine learning algorithms
/ Management systems
/ Neural networks
/ New technology
/ Smart grid
/ smart grid management system
/ Support vector machines
2023
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Smart Grid Management System Based on Machine Learning Algorithms for Efficient Energy Distribution
Journal Article
Smart Grid Management System Based on Machine Learning Algorithms for Efficient Energy Distribution
2023
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Overview
This abstract describes the smart grid management system is an emerging technology that utilizes machine learning algorithms for efficient energy distribution. The paper presents an overview of the architecture, benefits, and challenges of smart grid management systems. The paper also discusses various machine learning algorithms used in smart grid management systems such as neural networks, decision trees, and Support Vector Machines (SVM). The advantages of using machine learning algorithms in smart grid management systems include increased energy efficiency, reduced energy wastage, improved reliability, and reduced costs. The challenges in implementing machine learning algorithms in smart grid management systems include data security, privacy, and scalability. The paper concludes by discussing future research directions in smart grid management systems based on machine learning algorithms.
Publisher
EDP Sciences
Subject
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