Xin Li et al. 2026. Implementation and Research on Neural Network-Based Monitoring System for Preventing Battery-Related Fire Hazards in Indoor Environments. EAI Endorsed Transactions on Energy Web. 12, (Apr. 2026). DOI:https://doi.org/10.4108/ew.11622.