A Smart Home Energy Management System Utilizing Neurocomputing-Based Time-Series Load Modeling and Forecasting Facilitated by Energy Decomposition for Smart Home Automation-Reference-Cited by-同舟云学术

A Smart Home Energy Management System Utilizing Neurocomputing-Based Time-Series Load Modeling and Forecasting Facilitated by Energy Decomposition for Smart Home Automation

Published:2022 Issue: Volume:10 Page:116747-116765
ISSN:2169-3536
Container-title:IEEE Access
language:
Short-container-title:IEEE Access

Author:

Lin Yu-Hsiu¹^ORCID,Tang Huei-Sheng²,Shen Ting-Yu¹,Hsia Chih-Hsien²^ORCID

Affiliation:

1. Graduate Institute of Automation Technology, National Taipei University of Technology, Taipei, Taiwan

2. Department of Computer Science and Information Engineering, National Ilan University, Ilan, Taiwan

Funder

Ministry of Science and Technology, Taiwan

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Link

http://xplorestaging.ieee.org/ielx7/6287639/9668973/09936630.pdf?arnumber=9936630

Reference46 articles.

1. Image-based mains signal disaggregation and load recognition

2. Long Short Term Memory Water Quality Predictive Model Discrepancy Mitigation Through Genetic Algorithm Optimisation and Ensemble Modeling

Cited by 23 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Smart energy management: real-time prediction and optimization for IoT-enabled smart homes;Cogent Engineering;2024-08-14

2. CNN-LSTM based deep learning application on Jetson Nano: Estimating electrical energy consumption for future smart homes;Internet of Things;2024-07

3. SmartLVEnergy: An AIoT Framework for Energy Management Through Distributed Processing and Sensor-Actuator Integration in Legacy Low-Voltage Systems;IEEE Sensors Journal;2024-07-01

4. A privacy-preserving distributed energy management framework based on vertical federated learning-based smart data cleaning for smart home electricity data;Internet of Things;2024-07

5. Cost Reduction of Integrated Renewable Energy Sources in Home Energy Management Systems (HEMS) using Particle Swarm Optimization;2024 16th International Conference on Electronics, Computers and Artificial Intelligence (ECAI);2024-06-27