Zobrazeno 1 - 10
of 72
pro vyhledávání: '"Nengroo, Sarvar Hussain"'
Autor:
Lee, Sangkeum, Nengroo, Sarvar Hussain, Jin, Hojun, Doh, Yoonmee, Lee, Chungho, Heo, Taewook, Har, Dongsoo
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' paradigm, this kind of information is required for a wide range of purposes,
Externí odkaz:
http://arxiv.org/abs/2209.11520
Autor:
Lee, Sangkeum, Nengroo, Sarvar Hussain, Jin, Hojun, Heo, Taewook, Doh, Yoonmee, Lee, Chungho, Har, Dongsoo
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 issue for peer-to-peer (P2P) power trading. To address this issue, a re
Externí odkaz:
http://arxiv.org/abs/2209.07744
Recently, as the demand for cleaning robots has steadily increased, therefore household electricity consumption is also increasing. To solve this electricity consumption issue, the problem of efficient path planning for cleaning robot has become impo
Externí odkaz:
http://arxiv.org/abs/2208.08211
Autor:
Lee, Sangkeum, Nengroo, Sarvar Hussain, Jin, Hojun, Doh, Yoonmee, Lee, Chungho, Heo, Taewook, Har, Dongsoo
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 households of single apartments. To detect outliers and missing value
Externí odkaz:
http://arxiv.org/abs/2207.09784
Publikováno v:
Applied Sciences 2022
Point cloud registration is a fundamental task in many applications such as localization, mapping, tracking, and reconstruction. Successful registration relies on extracting robust and discriminative geometric features. Though existing learning based
Externí odkaz:
http://arxiv.org/abs/2206.06731
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 electricity network during peak hours. For the charging station to take a mi
Externí odkaz:
http://arxiv.org/abs/2205.04116
Publikováno v:
In Journal of Energy Storage 1 August 2024 95
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 consumer side. That has elevated the importance of the use of renewabl
Externí odkaz:
http://arxiv.org/abs/2112.03551
Autor:
Lee, Sangkeum, Jin, Hojun, Nengroo, Sarvar Hussain, Doh, Yoonmee, Lee, Chungho, Heo, Taewook, Har, Dongsoo
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 from smart metering system is a critical task to enhance reliability,
Externí odkaz:
http://arxiv.org/abs/2112.03275
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 skipping for improved navigation performance. This technique aims at effi
Externí odkaz:
http://arxiv.org/abs/2112.02954