no code implementations • 6 Aug 2024 • Ammar Mansoor Kamoona, Hui Song, Mahdi Jalili, Hao Wang, Reza Razzaghi, Xinghuo Yu
It dynamically leverages coarse-scale historical information using an M-TR encoder from an extended global temporal window, in conjunction with an M-TR decoder that concentrates on a limited time frame, local window, aiming to capture the fine-scale characteristics of the smart meter data.
no code implementations • 29 May 2024 • Guangrui Zhang, Zhaohui Liu, Xinghuo Yu, Mahdi Jalili
Identifying the most influential driver nodes to guarantee the fastest synchronization speed is a key topic in pinning control of multi-agent systems.
no code implementations • 9 May 2024 • Hui Song, Zheng Miao, Ali Babalhavaeji, Saman Mehrnia, Mahdi Jalili, Xinghuo Yu
For each type, a deep neural network (DNN) is employed and trained until the accuracy cannot be improved.
no code implementations • 13 Feb 2022 • Mohammadreza Radmanesh, Hossein Ghorbanzadeh, Ahmad Asgharian Rezaei, Mahdi Jalili, Xinghuo Yu
The final representations are the results of concatenating source and target embedding vectors.
no code implementations • 11 Aug 2021 • Hui Song, Chen Liu, Mahdi Jalili, Xinghuo Yu, Peter McTaggart
Optimal coordinated charging is a multi-objective optimization problem (MOOP) in nature, with objective functions such as minimum price charging and minimum disruptions to the grid.
no code implementations • 5 Jun 2020 • Sharif Abuadbba, Ayman Ibaida, Ibrahim Khalil, Naveen Chilamkurti, Surya Nepal, Xinghuo Yu
Smart meters have currently attracted attention because of their high efficiency and throughput performance.