7 citations · 12 across the 11 of their papers we have counts for
6 papers · 1 filter
Power Management in Smart Residential Building with Deep Learning Model for Occupancy Detection by Usage Pattern of Electric Appliances
Sangkeum Lee, Sarvar Hussain Nengroo, Hojun Jin +4
With the growth of smart building applications, occupancy information in residential buildings is becoming more and more significant. In the context of the smart buildings' paradig…
Reinforcement Learning-Based Cooperative P2P Power Trading between DC Nanogrid Clusters with Wind and PV Energy Resources
Sangkeum Lee, Sarvar Hussain Nengroo, Hojun Jin +4
In replacing fossil fuels with renewable energy resources for carbon neutrality, the unbalanced resource production of intermittent wind and photovoltaic (PV) power is a critical i…
Path Planning of Cleaning Robot with Reinforcement Learning
Woohyeon Moon, Bumgeun Park, Sarvar Hussain Nengroo +2
Recently, as the demand for cleaning robots has steadily increased, therefore household electricity consumption is also increasing. To solve this electricity consumption issue, the…
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…
Learning Dense Features for Point Cloud Registration Using a Graph Attention Network
Quoc Vinh Lai Dang, Sarvar Hussain Nengroo, Hojun Jin
Point cloud registration is a fundamental task in many applications such as localization, mapping, tracking, and reconstruction. Successful registration relies on extracting robust…
Development of Charging, Discharging Scheduling Algorithm for Economical and Energy Efficient Operation of Multi EV Charging Station
Hojun Jin, Sangkeum Lee, Sarvar Hussain Nengroo +1
As the number of electric vehicles (EVs) significantly increases, the excessive charging demand of parked EVs in the charging station may incur an instability problem to the electr…