Data repository for ‘Predicting battery end of life from solar off-grid system field data using machine learning’

Data repository for ‘Predicting battery end of life from solar off-grid system field data using machine learning’

This dataset was generated by 1027 lead-acid batteries from BBOXX Ltd., each with nominal voltage 12 V (internally comprising 6 cells in series), nominal capacity 20 Ah, and attached to a 50 Wp photovoltaic panel. These systems are used for lighting, phone charging and small appliances, and are loca...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Aitio, A, Howey, D
Formáid:	Dataset
Teanga:	English
Foilsithe / Cruthaithe:	University of Oxford 2021
Ábhair:	engineering machine learning energy storage battery

Míreanna comhchosúla

Predicting battery end of life from solar off-grid system field data using machine learning
de réir: Aitio, A, et al.
Foilsithe / Cruthaithe: (2021)

Bayesian methods for battery state of health estimation
de réir: Aitio, A
Foilsithe / Cruthaithe: (2023)

Technoeconomic Feasibility of Wind and Solar Generation for Off-Grid Hyperscale Data Centres
de réir: William Rollinson, et al.
Foilsithe / Cruthaithe: (2025-01-01)

Exploring Optimal Charging Strategies for Off-Grid Solar Photovoltaic Systems: A Comparative Study on Battery Storage Techniques
de réir: Stoica Dorel, et al.
Foilsithe / Cruthaithe: (2023-09-01)

Data repository for 'Multiscale coupling of surface temperature with solid diffusion in large lithium-ion pouch cells'
de réir: Lin, J, et al.
Foilsithe / Cruthaithe: (2022)

Solar battery charger for rechargeable alkaline battery system (RAMtm) in handphone applications /
de réir: 368031 Bakri Hassan, et al.
Foilsithe / Cruthaithe: (2001)

The effect of battery charging method on reducing battery capacity in off-grid solar home systems
de réir: Saeed Zamani, et al.
Foilsithe / Cruthaithe: (2023-11-01)

Universal Solar Battery Charger for Off-Grid Storage Systems
de réir: Álvarez Díaz Gustavo, et al.
Foilsithe / Cruthaithe: (2018-11-01)

Oxford energy trading battery degradation dataset
de réir: Reniers, J M, et al.
Foilsithe / Cruthaithe: (2020)

Performance of solar charging for rechargeable alkaline manganese (RAMtm) battery in cellular phone application /
de réir: 368031 Bakri Hassan, et al.
Foilsithe / Cruthaithe: (2002)

Practical Analysis and Design of a Battery Management System for a Grid-Connected DC Microgrid for the Reduction of the Tariff Cost and Battery Life Maximization
de réir: Robert Salas-Puente, et al.
Foilsithe / Cruthaithe: (2018-07-01)

A Hybrid PV-Battery System for ON-Grid and OFF-Grid Applications—Controller-In-Loop Simulation Validation
de réir: Umashankar Subramaniam, et al.
Foilsithe / Cruthaithe: (2020-02-01)

Safe operation of alkaline secondary cells and batteries
de réir: 8096 British Standards Institution
Foilsithe / Cruthaithe: (1983)

Battery Storage at the Secondary Distribution Electricity Grid by Investigating End-Users Load Demand Measurements
de réir: Andreas Theocharis, et al.
Foilsithe / Cruthaithe: (2022-04-01)

Life Cycle Assessment for Supporting Dimensioning Battery Storage Systems in Micro-Grids for Residential Applications
de réir: Maria M. Symeonidou, et al.
Foilsithe / Cruthaithe: (2021-09-01)

Performance of solar charging for rechargeable alkaline mangenese (RAMtm) battery in cellular phone application /
de réir: 368031 Bakri Hassan
Foilsithe / Cruthaithe: (2002)

Characterization of Storage Sizing for an Off-Grid House in the US and the Netherlands
de réir: Diego Fernando Quintero Pulido, et al.
Foilsithe / Cruthaithe: (2018-01-01)

Cyberphysical Security of Grid Battery Energy Storage Systems
de réir: Rodrigo D. Trevizan, et al.
Foilsithe / Cruthaithe: (2022-01-01)

Small batteries /
de réir: 426459 Crompton, T. R. (Thomas Roy)
Foilsithe / Cruthaithe: (1982)

Hydropower Advantages over Batteries in Energy Storage of Off-Grid Systems: A Case Study
de réir: Prajwal S. M. Guruprasad, et al.
Foilsithe / Cruthaithe: (2023-08-01)

Performance of solar charging for rechargeable alkaline mangenese (RAMtm) battery in cellular phone application / [miroform]
Foilsithe / Cruthaithe: (2002)

Recommended practice for maintenance, testing, and replacement of large lead storage batteries for generating stations and substations /
de réir: 8595 Institute of Electrical and Electronics Engineers

Battery reference book /
de réir: 426459 Crompton, T. R. (Thomas Roy)
Foilsithe / Cruthaithe: (1990)

Battery reference book /
de réir: 426459 Crompton, T. R. (Thomas Roy)
Foilsithe / Cruthaithe: (2000)

Battery reference book /
de réir: 426459 Crompton, T. R. (Thomas Roy)
Foilsithe / Cruthaithe: (1995)

Perspectives on Advanced Lithium–Sulfur Batteries for Electric Vehicles and Grid-Scale Energy Storage
de réir: Wei Ni
Foilsithe / Cruthaithe: (2024-06-01)

Grid-Forming Control for Solar Generation System with Battery Energy Storage
de réir: Yupeng Cai, et al.
Foilsithe / Cruthaithe: (2024-07-01)

Battery charges and charging/
de réir: 458494 Harvey, Robert A.
Foilsithe / Cruthaithe: (1953)

Secondary batteries for aircraft
de réir: 8096 British Standards Institution

Secondary batteries for aircraft
de réir: 8096 British Standards Institution

Impact of cell balance on grid scale battery energy storage systems
de réir: Thomas L. Fantham, et al.
Foilsithe / Cruthaithe: (2020-05-01)

Scenarios for end-of-life (EOL) electric vehicle batteries in China
de réir: Tainara Volan, et al.
Foilsithe / Cruthaithe: (2021-12-01)

Lead acid starter batteries
de réir: 982 SIRIM

Safe operation of traction batteries
de réir: 8096 British Standards Institution

RAMtm battery pulse charger /
de réir: Badaruddin Muhammad, et al.
Foilsithe / Cruthaithe: (2001)

Storage batteries ; a general treatise on the physics and chemistry of secondary batteries and their engineering applications /
de réir: 446855 Vinal, George Wood
Foilsithe / Cruthaithe: (1955)

Application Assessment of Pumped Storage and Lithium-Ion Batteries on Electricity Supply Grid
de réir: Macdonald Nko, et al.
Foilsithe / Cruthaithe: (2019-07-01)

Investigating the impact of missing data imputation techniques on battery energy management system
de réir: Mehdi Pazhoohesh, et al.
Foilsithe / Cruthaithe: (2021-04-01)

Battery management systems : accurate state-of-charge indication for battery-powered applications /
de réir: Pop, Valer
Foilsithe / Cruthaithe: (2008)

Safe operation of starter batteries
de réir: 8096 British Standards Institution
Foilsithe / Cruthaithe: (1985)