Mrzhang-hub

Mrzhang-hub's Stars

• xiansee/spm-pinn

  Physics-based lithium-ion Single Particle Model (SPM) with Physics Informed Neural Networks (PINN)

  Language:Python51

• JIaDLu/Face_Value_Sorce

  ResNet,PyQT5,opencv,dl2.

  Language:Python5

• alxndrTL/mamba.py

  A simple and efficient Mamba implementation in pure PyTorch and MLX.

  Language:Python1.1k100

• zshicode/MambaLithium

  MambaLithium: Selective state space model for remaining-useful-life, state-of-health, and state-of-charge estimation of lithium-ion batteries

  Language:Python675

• davegutz/myStateOfCharge

  Solar Battery State of Charge Monitor

  Language:C++2

• MohamedElsyed2/BMS-for-Electric-Vehicles-

  This repository contains my master's thesis, titled "Design and Implementation of Battery Management System for Electric Vehicles Based on Cloud Computing."

  Language:C4

• Matp101/CloudDatabase

  Records data from a Daly BMS into a MySQL database. This involves connecting the Daly BMS with a Raspberry Pi Zero, which interfaces with an MQTT server. The server utilizes a custom API to input the data into a MySQL Database.

  Language:Python11

• batterysim/equiv-circ-model

  An equivalent circuit model (ECM) for a battery cell, module, and pack

  Language:Python10135

• BharadwazBollu/Algoritms-to-Battery-Management-Systems-

  Projects and Quiz answers are provided for all the Courses in Algorithms to battery management systems including honours

  Language:MATLAB4010

• mjihoon930/Lithium-Ion-Battery-Reduced-Order-Model-FDM-Pade-Approximation-Optimization-Based-

  Language:MATLAB81

• NREL/PINNSTRIPES

  Physics-Informed Neural Network SurrogaTe for Rapidly Identifying Parameters in Energy Systems

  Language:Python2811

• cidetec-energy-storage/cideMOD

  cideMOD solves DFN physicochemical equations by Finite Element methods using FEniCS library. It enables doing physics-based battery simulations with a wide variety of use cases, from different drive cycles to studies of the SEI growth under storage conditions. Thermal and degradation models can be used to obtain more realistic predictions.

  Language:Python3110

• Francisle35/TOOFAB

  A fast implementation of the Doyle-Fuller-Newman (DFN) battery model usable for analysis, control and parameter estimation

  Language:MATLAB3

• m0in92/EV_sim

  Electric Vehicle Dynamics Simulation

  Language:Python126

• rafaelsanin/ESCSPKF

  Python version of Gregory Plett's ESCSPKF toolbox

  Language:Python72

• batterysim/esctoolbox-python

  Python version of Gregory Plett's ESCtoolbox

  Language:Python9243

• cidetec-energy-storage/PINN-SPM-fast-prototyping

  Physics-informed neural network trained to provide the evolution of lithium concentration in active material particles in both electrodes during a discharge process as well as the discharge curve of the full battery, based on the Single Particle Model.

  Language:Jupyter Notebook11

• haooozi/TTSNet

  Official Implementation for [IEEE Transactions on Vehicular Technology] "TTSNet: Temporal transformer-based sequence network for state-of-charge estimation of Li-ion battery"

  Language:Python201

• Aveouter/transformer-multi-step-time-series-prediction

  Battery temperature prediction

  Language:Python8

• basf/ARCANA

  Package for the early-stage analysis and lifecycle monitoring of battery degradation

  Language:Python214

• aloisiohks/A123_26650_MPCcharging

  Language:MATLAB22

• NREL/battery_capacity_from_eis

  Language:Jupyter Notebook263

• sileneer/NRP_2022_EEE12

  LSTM and GRU model to predict the SOH of the batteries

  Language:Jupyter Notebook495

• GuoKent/Hybrid_time_series_forecasting_model

  An Informer-LSTM model for State-of-Charge Estimation of Lithium-Ion Batteries

  Language:Python8811

• KiKi0016/State-of-Health-Estimation-of-Electric-Vehicle-Batteries-Using-DeTransformer

  Deep learning of lithium-ion battery SOH using the DeTransformer model learns the aging characteristics of the battery and then makes predictions about the battery SOH in order to monitor the health of batteries in electric vehicles.

  Language:Python323

• XinJingHao/DRL-Pytorch

  Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

  Language:Python1.7k212

• MohamedElsyed2/cloud_based__bms

  This repository contains my master's thesis, titled "Design and Implementation of Battery Management System for Electric Vehicles Based on Cloud Computing."

  Language:C4

• MohamedElsyed2/CBBMS_UI

  User Interface (UI) in a cloud-based battery management system (BMS).

  Language:Python1

• stuartpittaway/diyBMS

  Do it yourself battery management system for Lithium ion battery packs/cells

  Language:C++592190

• SALib/SATut

  Tutorials for Sensitivity Analysis using SALib

  Language:Jupyter Notebook3320