[HTML][HTML] Leveraging AI for energy-efficient manufacturing systems: Review and future prospectives

MMKF Abadi, C Liu, M Zhang, Y Hu, Y Xu - Journal of Manufacturing …, 2025 - Elsevier
Energy poses a significant challenge in the industrial sector, and the abundance of data
generated by Industry 4.0 technologies offers the opportunity to leverage Artificial …

Enhancing residential electricity safety and management: a novel non-intrusive load monitoring-based methodology for accurate appliance operational state …

J Liu, C Wang, L Xu, M Wang, Y Xu - Applied Sciences, 2024 - mdpi.com
Non-intrusive load monitoring (NILM) technology, crucial for intelligent electricity
management, has gained considerable attention in residential electricity usage studies …

Non-intrusive load disaggregation based on deep learning and multi-feature fusion

H Liu, C Liu, L Tian, H Zhao, J Liu - 2021 3rd International …, 2021 - ieeexplore.ieee.org
Non-intrusive load monitoring (NILM) is an important part of smart grid. In recent years, the
deep learning method has been widely used in non-intrusive load dis-aggregation, but most …

Non-Intrusive Load Disaggregation and Identification Based on Piecewise Aggregate Approximation Convolutional Neural Networks

X Li - 2024 6th International Conference on Internet of Things …, 2024 - ieeexplore.ieee.org
As the global energy crisis intensifies and the awareness of safe and intelligent electricity
usage increases, load monitoring, which can obtain the electricity consumption information …

Active Control Strategy for Household Appliances Based on NILM-Voltage Sensing

X Yue, X Yang, R Liu, B Qi - 2022 5th International Conference …, 2022 - ieeexplore.ieee.org
Most of the current smart meters for nonintrusive load monitoring (NILM) analyze the
operation states of internal household appliances through the collected voltage and current …

[ZITATION][C] Caracterización del consumo eléctrico residencial en Uruguay: Análisis de datos de consumo eléctrico y aplicación de técnicas de inteligencia …

JP Chavat Pérez - 2023 - Udelar. FI.