TY - BOOK AU - Jeewandara, Jeewandara Mudiyanselage Dinidu Srimal AU - Prof. J.P. Karunadasa AU - Prof. K.T.M.U. Hemapala TI - An Advanced machine learning approach to estimate the state of charge of battery energy storage system for micro-grid PY - 2021///] KW - BATTERY MANAGEMENT SYSTEM KW - DEEP LEARNING KW - PYTHON KW - PREDICTION KW - KALMAN FILTER KW - STATE OF CHARGE KW - TIME SERIES FORECASTING KW - ELECTROTHERMAL BATTERY MODEL KW - PARAMETERIZATION KW - VALIDATION KW - HEAT GENERATION KW - ELECTRICAL ENGINEERING – Dissertation KW - MSc (Major Component Research) UR - http://dl.lib.uom.lk/handle/123/22540 ER -