AIA Published Volume 2, Issue 3 on July 8, 2024
We are excited to announce that Artificial Intelligence and Applications (AIA) published Volume 2 Issue 3 on July 8, 2024!
Aims and Scope
With the proliferation of smart meters, sensors, and monitoring devices, smart grids generate an enormous amount of data. Traditional statistical methods often face limitations when dealing with high-dimensional, heterogeneous, and unstructured data. Deep learning techniques, on the other hand, excel at extracting intricate patterns and representations from big data. By applying deep learning and statistical theory, researchers and practitioners can unlock valuable information hidden within the smart grid data, leading to more informed decision-making processes. Its potential for enhancing the performance of smart grid systems has attracted interest from industry stakeholders, including power utilities, technology providers, and policymakers.
Enhancing the interpretability of deep learning requires a framework that deeply integrates domain knowledge in power applications with deep learning models. Meanwhile, probability theory, with its rigorous mathematical foundation, can be applied to deep learning applications as loss functions, evaluation criteria, and more. This holds significant academic significance for promoting the development of deep learning application theories.
The special issue intends to contribute to the advancement of knowledge and understanding of how statistical machine learning techniques can enhance the efficiency, reliability, and sustainability of smart grid systems.
Lead Guest Editor
Asso. Prof. Xueqian Fu Email: fuxueqian@cau.edu.cn
China Agricultural University, China
Research Interests: Statistical Machine Learning, Agricultural Energy Internet
Guest Editors
Dr. Xiaodong Zheng Email: xiaodong@smu.edu
Southern Methodist University, USA
Research Interests: Robust Optimization, Distributed Optimization, Game Theory, Statistical Learning
Dr. Xiurong Zhang Email: zhangxiurong@cau.edu.cn
China Agricultural University, China
Research Interests: Wireless Communications Theory, Wireless Communications Systems, the Application of artificial intelligence in the Internet of Things for Fisheries
Dr. Zhenjia Lin Email: epjack.lin@polyu.edu.hk
The Hong Kong Polytechnic University, Hong Kong SAR, China
Research Interests: Uncertainty Optimization, Data-analysis for Power System Applications
Special Issue Information
The contributions from researchers describing their original, unpublished, research contribution on the following theme (but not limited to):
Manuscript Submission Information
Submission deadline: January 31, 2024
Submissions that pass pre-check will be reviewed by at least two reviewers of the specific field.
Free fast publication and early access will be provided to all accepted papers.
If you have any queries regarding this special issue or other matters, please feel free to contact the editorial office: yu@bonviewpress.org/kevin.jia@bonviewpress.org
We are excited to announce that Artificial Intelligence and Applications (AIA) published Volume 2 Issue 3 on July 8, 2024!
We are excited to announce that Artificial Intelligence and Applications (AIA) published Volume 2 Issue 2 on April 30, 2024!
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