Energy Storage System Management Method based on Deep Learning for Energy-efficient Smart Home

被引：0

作者：

Jang, Hyeonwoo ^{[1
]}

Lee, Tacklim ^{[1
]}

Kim, Seung Min ^{[1
]}

Lee, Jaeyong ^{[1
]}

Park, Sehyun ^{[1
]}

机构：

[1] Chung Ang Univ, Seoul, South Korea

来源：

2020 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE) | 2020年

关键词：

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

With increasing energy problems, energy management becomes more important around the world. As Smart Home Technology is applied to the home, many methods of reducing energy consumption are being studied. We focused on the Energy Storage System in the home for efficient energy management. It is important to efficiently manage the Energy Storage System. Therefore, we propose the Energy Storage System Management Method based on Deep Learning for energy-efficient Smart Home.

引用

页码：388 / 389

页数：2

共 50 条

[21] Machine Learning for Smart and Energy-Efficient Buildings
Das, Hari Prasanna
Lin, Yu-Wen
Agwan, Utkarsha
Spangher, Lucas
Devonport, Alex
Yang, Yu
Drgona, Jan
Chong, Adrian
Schiavon, Stefano
Spanos, Costas J.
ENVIRONMENTAL DATA SCIENCE, 2024, 3
[22] Efficient Deep Reinforcement Learning for Smart Buildings: Integrating Energy Storage Systems Through Advanced Energy Management Strategies
Farhana, Artika
Satheesh, Nimmati
Ramya, M.
Ramesh, Janjhyam Venkata Naga
El-Ebiary, Yousef A. Baker
INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (12) : 548 - 559
[23] An efficient hybrid technique for energy management system with renewable energy system and energy storage system in smart grid
Kumar, M. Jagadeesh
Sampradeepraj, T.
Sivajothi, E.
Singh, Gurkirpal
ENERGY, 2024, 306
[24] Computational Storage for an Energy-Efficient Deep Neural Network Training System
Li, Shiju
Tang, Kevin
Lim, Jin
Lee, Chul-Ho
Kim, Jongryool
EURO-PAR 2023: PARALLEL PROCESSING, 2023, 14100 : 304 - 319
[25] Energy-efficient VM scheduling based on deep reinforcement learning
Wang, Bin
Liu, Fagui
Lin, Weiwei
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2021, 125 : 616 - 628
[26] Deep learning based real time Demand Side Management controller for smart building integrated with renewable energy and Energy Storage System
Balakumar, P.
Vinopraba, T.
Chandrasekaran, K.
JOURNAL OF ENERGY STORAGE, 2023, 58
[27] Deep reinforcement learning-based energy management strategies for energy-efficient driving of hybrid electric buses
Wang, Kunyu
Yang, Rong
Huang, Wei
Mo, Jinchuan
Zhang, Song
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2023, 237 (08) : 1790 - 1804
[28] Energy-Efficient UAV Communications with Interference Management: Deep Learning Framework
Ghavimi, Fayezeh
Jantti, Riku
2020 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE WORKSHOPS (WCNCW), 2020,
[29] Energy-efficient Lighting Management System Based on Dynamic Sensor Activation Method
Seo, Soono
Jeong, Daebeom
Choi, Myeong-in
Lee, Byunghoon
Park, Sehyun
2015 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE), 2015, : 311 - 312
[30] An Energy-Efficient Wire-Based Storage and Retrieval System
Bruckmann, Tobias
Sturm, Christian
Fehlberg, Lisa
Reichert, Christopher
2013 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS (AIM): MECHATRONICS FOR HUMAN WELLBEING, 2013, : 631 - 636

← 1 2 3 4 5 →