Applications of Regression Enhanced Self-Organizing Incremental Neural Networks (RE-SOINN) in an embedded intelligent energy control system for off-grid systems

QR Code

Applications of Regression Enhanced Self-Organizing Incremental Neural Networks (RE-SOINN) in an embedded intelligent energy control system for off-grid systems

Battery Energy Storage System (ESS) is a very important component in most of the off-grid standalone photovoltaic (PV) system as battery ESS can store excess unused solar energy harvested via solar panels for later use. However, normal household electronic appliances often cause irregular load deman...

Full description

Bibliographic Details
Main Author:	Puah, Boon Keat
Format:	Thesis (University of Nottingham only)
Language:	English
Published:	2024
Subjects:	battery energy storage system (ESS) hybrid energy storage system (HESS) solar irradiance forecasting incremental unsupervised learning energy management system (EMS)
Online Access:	https://eprints.nottingham.ac.uk/77358/

Similar Items

Historical data based energy management in a microgrid with a hybrid energy storage system
by: Jia, Ke, et al.
Published: (2017)

The effect of including power converter losses when modelling energy storage systems: a UK domestic study
by: Panagiotou, Konstantina, et al.
Published: (2016)

Novel power electronic systems with embedded energy storage and renewable energy generation
by: Li, Shangkun
Published: (2025)

Sizing guidelines for grid-connected decentralised energy storage systems: single house application
by: Panagiotou, Konstantina, et al.
Published: (2018)

Concentrating solar thermal heat storage using metal hydrides
by: Harries, D., et al.
Published: (2012)

Assessing the benefits of storage applied to energy communities
by: Ahmed, Sanjana
Published: (2019)

Compressed air energy storage for large-scale renewable energy systems for a case study of Egyptian grid
by: Ramadan, Omar
Published: (2016)

Sizing of biomass and solar photovoltaic hybrid renewable energy system for tropical climate
by: Muhamad, Mohd Izhwan
Published: (2016)

Conceptual design of battery energy storage for aircraft hybrid propulsion system
by: Rashed, Mohamed, et al.
Published: (2016)

Economic analysis of a hybrid energy storage system based on liquid air and compressed air
by: Pimm, Andrew James, et al.
Published: (2015)

Multi-Electron Charge Carriers for Next-Generation Flow Batteries
by: Peake, Catherine
Published: (2022)

Energy storage for complementary services in grid-tied PV systems
by: Muller-Pollmann, Nicolas
Published: (2021)

Design and evaluation of an energy storage system for helicopters
by: Klumpner, Christian, et al.
Published: (2018)

A series hybrid “real inertia” energy storage system
by: Rouse, James Paul, et al.
Published: (2018)

Fluidised-MCPCM glazed energy storage system
by: Thaicham, Pruitipong.
Published: (2004)

Hierarchical control framework to exploit community energy storage for both local and system benefit
by: Kounnos, Petros
Published: (2018)

Deep learning-based hybrid short-term solar forecast using sky images and meteorological data
by: Zhang, Liwenbo
Published: (2023)

Investigation of open cycle thermochemical energy storage system in building application
by: Zhang, Yanan
Published: (2020)

Design recommendations and sizing guidelines for small scale grid-connected decentralised energy systems
by: Panagiotou, Konstantina
Published: (2018)

New approaches for cooling photovoltaic/thermal (PV/T) systems
by: Bouzoukas, Asterios
Published: (2008)

A novel dynamic maximum demand reduction controller of battery energy storage system for educational buildings in Malaysia
by: Ng, Rong Wang
Published: (2023)

Economic evaluation of installation of standalone wind farm and Wind+CAES system for the new regulating tariffs for renewables in Egypt
by: Ramadan, Omar, et al.
Published: (2018)

Novel approaches to modular multiport DC power systems
by: Fares, Ahmed Mohamed
Published: (2019)

Polyoxometalates as redox mediators for Li-air batteries
by: Castle, Jack
Published: (2019)

Spinel LiMn2O4 cathode and carbonaceous anode material for electrochemical energy storage lithium-ion battery
by: Zahoor, Ahmed
Published: (2021)

Multi-source energy networks for cargo vessels
by: Ahmed, Sanjana, et al.
Published: (2016)

Technologies, feasibility, and management strategies for on-board multi-source energy networks
by: Ahmed, Sanjana, et al.
Published: (2016)

Preparation of shape-stabilized phase change material nanocomposite using palm kernel shell activated carbon for thermal energy storage
by: Nicholas, Ahmad Fariz
Published: (2019)

Analysis of hybrid energy storage systems with DC link fault ride-through capability
by: Georgious, Ramy, et al.
Published: (2016)

Low cost vertical axis wind energy harvesting system using supercapacitors for rural Malaysia
by: Khan, Md. Shahrukh Adnan
Published: (2017)

Intelligent renewable energy storage and management system for rural household
by: Chong, Lee Wai
Published: (2020)

Thermodynamic analysis of a hybrid energy storage system based on compressed air and liquid air
by: Kantharaj, Bharath, et al.
Published: (2015)

Development of microencapsulated phase change material for solar thermal energy storage
by: Su, Weiguang, et al.
Published: (2017)

An intelligent power management system with active learning prediction engine for pv grid-tied systems
by: Kow, Ken Weng
Published: (2020)

Development and design of scalable and efficient salt composite materials for low temperature thermochemical energy storage
by: Haomin, Wang
Published: (2024)

Optimum calculation of tilt angles and components of standalone photovoltaic system to harvest solar energy
by: Ahmed, Ameen Sarhan Abdullah
Published: (2018)

Supercapattery performance of MXene-based composite containing HKUST-1 and HKUST-1 derived copper oxide
by: Ismail, Rashidah
Published: (2023)

Tapping the potential for energy storage in community energy initiatives
by: Kiamba, Lorna, et al.
Published: (2017)

Multi-objective optimization of stand-alone hybrid renewable energy system by genetic algorithm
by: Nejad, Mohsen Fadaee
Published: (2013)

A novel high capacity space efficient heat storage system for domestic applications
by: Ramadan, Mohamed Elamin, et al.
Published: (2016)