How to better share energy towards a carbon-neutral city? A review on application strategies of battery energy storage system in city

H Kang, S Jung, M Lee, T Hong - Renewable and Sustainable Energy …, 2022 - Elsevier
Despite the recent market growth and price reduction of technologies for a battery energy
storage system (BESS), many technological, operational, and managerial challenges still …

[HTML][HTML] A taxonomy of machine learning applications for virtual power plants and home/building energy management systems

S Sierla, M Pourakbari-Kasmaei, V Vyatkin - Automation in Construction, 2022 - Elsevier
A Virtual power plant is defined as an information and communications technology system
with the following primary functionalities: enhancing renewable power generation …

Occupant-centered real-time control of indoor temperature using deep learning algorithms

S Jung, J Jeoung, T Hong - Building and Environment, 2022 - Elsevier
This study aims to propose Real-COMFORT-a novel occupant-centered real-time indoor
temperature control system using deep learning algorithms to simultaneously optimize the …

Recent advances in black box and white-box models for urban heat island prediction: Implications of fusing the two methods

I Adilkhanova, J Ngarambe, GY Yun - Renewable and Sustainable Energy …, 2022 - Elsevier
The urban heat island (UHI) phenomenon is a serious concern for urban planners and
policymakers, requiring effective and efficient mitigation policies. To develop such policies …

Configuration optimization of an off-grid multi-energy microgrid based on modified NSGA-II and order relation-TODIM considering uncertainties of renewable energy …

Z Lu, Y Gao, C Xu, Y Li - Journal of Cleaner Production, 2023 - Elsevier
This study develops a two-stage hybrid decision framework to configure an off-grid multi-
energy microgrid (MEMG) while considering uncertainties in renewable energy resources …

A bi-level reinforcement learning model for optimal scheduling and planning of battery energy storage considering uncertainty in the energy-sharing community

H Kang, S Jung, J Jeoung, J Hong, T Hong - Sustainable Cities and …, 2023 - Elsevier
Sharing of battery energy storage systems (BESS) in the energy community by reflecting the
real world can play a significant role in achieving carbon neutrality. Therefore, this study …

[HTML][HTML] Accurate modelling of the bifacial gain potential of rooftop solar photovoltaic systems

M Ernst, X Liu, CA Asselineau, D Chen… - Energy Conversion and …, 2024 - Elsevier
Bifacial solar modules have emerged as a promising technology in utility-scale photovoltaic
systems, experiencing significant growth and capturing a substantial market share …

Reinforcement learning-based optimal scheduling model of battery energy storage system at the building level

H Kang, S Jung, H Kim, J Jeoung, T Hong - Renewable and Sustainable …, 2024 - Elsevier
Installing the battery energy storage system (BESS) and optimizing its schedule to effectively
address the intermittency and volatility of photovoltaic (PV) systems has emerged as a …

Multi-objective sizing and real-time scheduling of battery energy storage in energy-sharing community based on reinforcement learning

H Kang, S Jung, H Kim, J Hong, J Jeoung… - … and Sustainable Energy …, 2023 - Elsevier
Reducing peak demand and enhancing self-sufficiency have made the battery energy
storage system (BESS) essential in microgrids when combined with photovoltaic (PV) …

Review of artificial intelligence-based failure detection and diagnosis methods for solar photovoltaic systems

A Abubakar, CFM Almeida, M Gemignani - Machines, 2021 - mdpi.com
In recent years, the overwhelming growth of solar photovoltaics (PV) energy generation as
an alternative to conventional fossil fuel generation has encouraged the search for efficient …