An equivalent circuit model (ECM) for a battery cell, module, and pack
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Aug 3, 2023 - Python
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equivalent-circuit-model
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A software tool to online identification of lithium-ion battery equivalent circuit model parameters
equivalent-circuit-model polynomial-fitting state-of-charge ecm-dynamic-architecture battery-parameter-estimation
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May 22, 2023 - MATLAB
Due to the electrification megatrend, estimating battery model parameters using impedance data is of great interest, since typically battery model parameters are estimated using time domain data, and the estimation is usually slow.
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Oct 23, 2024
Python package for the analysis of electrochemical impedance spectra.
python automation chemistry fitting electrochemistry eis fuel-cell electrolysis impedance-spectroscopy equivalent-circuit-model
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Dec 4, 2024 - Python
Implementation of Pontryagin's Minimum Principle for microgrid energy storage control
control battery optimal-control microgrid degradation-model equivalent-circuit-model pontryagin pontryagin-maximum-principle
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Nov 27, 2024 - MATLAB
Data analysis program for Electrochemical Impedance Spectrocopy (EIS); determination of equivalent circuit models.
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Sep 13, 2024 - Python
A Python library for transient response analysis and optimization of ultrasound transducers using the Butterworth-Van Dyke (BVD) equivalent circuit model.
python research optimization doi activation ultrasound transducer transient step-response bvd dead-time deactivation ultrasonic-transducer equivalent-circuit-model ring-down butterworth-van-dyke
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Jun 29, 2026 - Python
This is a open-source lithium-ion battery management system software. It contains code pertaining to lithium-ion battery, pack, and application simulations. Lithium-ion battery simulations include equivalent circuit model and physics-based models. This Python package uses C++- and Python-based backend code for faster processing and calculations.
electric-vehicles battery-management-system equivalent-circuit-model lithium-ion-batteries battery-pack physics-based-model
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Jul 12, 2026 - Python
Python battery pack simulator: ECM electro-thermal model, RTE, BMS, thermal runaway, drive cycles, EV/grid/UPS analysis.
python open-source simulation monte-carlo bms energy-storage lithium-ion fast-charging electric-vehicle equivalent-circuit-model battery-simulation drive-cycle state-of-charge battery-pack electro-thermal thermal-runaway round-trip-efficiency grid-storage battery-modeling ups-backup
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Jun 15, 2026 - Python
Python implementation of battery Equivalent Circuit Models (Thevenin/Extended Thevenin) for SOC, SOH, and RUL estimation. Full pack simulation with passive/active cell balancing. Based on TU Berlin M.Sc. thesis and University of Colorado BMS coursework.
python energy battery simulation numpy matplotlib bms soc electric-vehicles rul equivalent-circuit-model soh
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Jun 11, 2026 - Python
Research-grade, AI-augmented Battery Management System (BMS) digital twin for a multi-cell Li-ion pack: ECM, thermal, balancing, SOC estimation (EKF/UKF/LSTM), hybrid fault detection, FMEA/RUL, EV range prediction, plus a Streamlit dashboard. 155 tests passing.
python simulation lstm ukf bms ekf kalman-filter battery-management-system fault-detection predictive-maintenance lithium-ion digital-twin electric-vehicle fmea equivalent-circuit-model thermal-simulation streamlit soc-estimation battery-modeling range-prediction
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Jun 24, 2026 - Jupyter Notebook
Extract 3RC equivalent circuit model parameters from EIS data for CALB L148N58A prismatic lithium-ion battery cells
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Mar 9, 2026 - Python
🚀 This collection contains experiments focusing on the basics of digital logic gates using common ICs, equivalent circuits, and practical implementation using a breadboard. Investigates the functional truth tables of gates and simplification procedures using Boolean math's , Karnaugh mapping, de-Morgan's law etc.
basic digital simulation electronics universal equation logic boolean circuit breadboard simplify truth-table proteus gates powersupply combinational-circuit sequential-circuits 5v equivalent-circuit-model
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Sep 24, 2024 - HTML
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