# Root Folder
- Realtime Battery State of Charge Estimation on Embedded devices (Dataset)
- LSTM GA Based SOC Estimation (Code)
# Folder Navigation
The respective folder navigation is provided in associated read me files.
# File Execution order
**In some modules (files are imported into other) for functionality, the filenames must not start with numbers. Otherwise the order would make more sense, but because we are importing them and there are file naming restrictions, therefore the following order must be read carefully. There is a work around for that, but keeping this ReadME updated can easily walk through**
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# Published Literature
For more information regarding the experiment environments, tools used, experiment design, and data collection, Please read and cite the original works from the authors.
- Ali, O., Ishak, M. K., Ooi, C. A., & Bhatti, M. K. L. (2022). Battery characterization for wireless sensor network applications to investigate the effect of load on surface temperatures. Royal Society open science, 9(2), 210870.
- Ali, O., Ishak, M. K., Ahmed, A. B., Salleh, M. F. M., Ooi, C. A., Khan, M. F. A. J., & Khan, I. (2022). On-line wsn soc estimation using gaussian process regression: An adaptive machine learning approach. Alexandria Engineering Journal, 61(12), 9831-9848.
