1 citations · 1 across the 4 of their papers we have counts for
4 papers
Anomaly Detection of Smart Metering System for Power Management with Battery Storage System/Electric Vehicle
Sangkeum Lee, Sarvar Hussain Nengroo, Hojun Jin +4
A novel smart metering technique capable of anomaly detection was proposed for real-time home power management system. Smart meter data generated in real-time was obtained from 900…
Optimal Scheduling of Energy Storage for Power System with Capability of Sensing Short-term Future PV Power Production
Sarvar Hussain Nengroo, Sangkeum Lee, Hojun Jin +1
Constant rise in energy consumption that comes with the population growth and introduction of new technologies has posed critical issues such as efficient energy management on the…
Reinforcement Learning for Navigation of Mobile Robot with LiDAR
Inhwan Kim, Sarvar Hussain Nengroo, Dongsoo Har
This paper presents a technique for navigation of mobile robot with Deep Q-Network (DQN) combined with Gated Recurrent Unit (GRU). The DQN integrated with the GRU allows action ski…
Smart Metering System Capable of Anomaly Detection by Bi-directional LSTM Autoencoder
Sangkeum Lee, Hojun Jin, Sarvar Hussain Nengroo +4
Anomaly detection is concerned with a wide range of applications such as fault detection, system monitoring, and event detection. Identifying anomalies from metering data obtained…