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Metal-Insulator Transition Ict Convergence Fire Detection Relative State Vanadium Dioxide State-Of-Health Estimation Wireless Communication Module Transition Device Creative Technology Convolution Neural Network(CNN) Data Preprocessing Lithium-Ion Batteries(LIBs) Long-Short Term Memory(LSTM) Training Data Usable Capacity Feedforward Neural Networks Room-Temperature Temperature Switch Ultralow Power(ULP) Communication Technologies Data-Based Fire Breakout Fnn Model Low Power Consumption Machine Learning Methods State Of Charge (Soc) Web Server Battery-Powered Conventional Methods Lower Power Model-Based Method Data Processing Battery Modeling Time Based Low Resistance Micro Controller Unit(MCU) Standby Power Consumption Battery State Time-Domain Creative Research Fire Alarm System Key Role Cnn Model Bluetooth Low Energy Correlation Analysis Critical Temperature High Resistance Soh Estimation Sensing Device