Calls for Papers (special): International Journal of System Dynamics Applications (IJSDA)


Special Issue On: AI Based optimization and management of smart grid

Submission Due Date
12/31/2021

Guest Editors
Kirti Pal, Gautam Buddha University
Saurabh Tripathi, Kamla Nehru Institute of Technology
Shruti Pandey, Krishna Institute of Engineering & Technology

Introduction
The smart grid uses energy in a smarter way, allowing for the entire electricity-based network, from producers to consumers, to be connected more effectively. While conventional power grids consist of huge power plants that demand equally huge infrastructure for creating a centralised system, a smart grid follows a decentralised system where the small power producers of renewable energy can be integrated by adopting smarter transmission and distribution strategies. The power system become smarter using intelligent technique. In recent years, great progress has been achieved in the fields of AI, such as deep learning and reinforcement learning. Using intelligent techniques a substantial improvement in predicting the optimal sets of design and operating variables for efficient energy management can be achieved. Regression techniques are well suited for learning patterns from the data, and therefore are applicable for monitoring and predicting renewable energy generation such as wind and solar energy. In addition, advanced classification methods can be employed to evaluate the security and stability of power systems. Reinforcement learning can be used to provide emergency control actions to operators amid uncertainties of modern power systems.

Objective
This Special Issue is focused on inviting research ideas, articles and experimental evaluations related to AI based optimization and management of smart grid for learning, analyzing and predicting the secure operation of power system.

Recommended Topics
  • A study on various AI techniques for energy management
  • A futuristic survey on application of AI in smart grid technology
  • A study on evaluating the AI techniques
  • To understand the role of AI in development of renewable energy system Topics to be covered are:
  • Artificial Intelligent in Vehicular Power Energy
  • Smart energy system technology
  • Modern AI techniques for cyber security of power systems
  • New innovation in Energy storage system
  • Application of AI in Renewable Energy System
  • Autonomous grid control technologies
  • Predictive modeling of smart grid based on Artificial Intelligence
  • AI approaches in Smart grid protection and control
  • Implementation of AI in efficient energy management strategies in smart grid
  • Applications of modern AI techniques in the optimization of power systems
  • AI approaches for power system stability and control
  • AI Approaches for Microgrid Management
  • AI methods for Demand Management
  • AI Resources Scheduling


Submission Procedure
Researchers and practitioners are invited to submit papers for this special theme issue on AI Based Optimization and Management of Smart Grid on or before December 31st, 2021. All submissions must be original and may not be under review by another publication. INTERESTED AUTHORS SHOULD CONSULT THE JOURNAL’S GUIDELINES FOR MANUSCRIPT SUBMISSIONS at http://www.igi-global.com/publish/contributor-resources/before-you-write/. All submitted papers will be reviewed on a double-blind, peer review basis. Papers must follow APA style for reference citations.

All inquiries should be directed to the attention of:
Kirti Pal
Saurabh Tripathi
Shruti Pandey
Guest Editors
International Journal of System Dynamics Applications (IJSDA)
Email: kirti.pal@gbu.ac.in; mani@knit.ac.in; shruti.pandey@kiet.edu