Alternatives and similar repositories for battery-forecasting

Users that are interested in battery-forecasting are comparing it to the libraries listed below

• YunweiZhang / ML-identify-battery-degradation
  ☆67Updated 5 years ago
• decaluwe / p2d_li_ion_battery
  Pseudo-2D Newman-type model of a Li ion battery
  ☆34Updated 6 years ago
• weilongai / JuBat
  Julia-based framework for battery modelling
  ☆12Updated 3 months ago
• pradyumnatk / Battery-Capacity-Estimation-Using-CNN
  Contains models developed for capacity estimation of batteries using EIS Impedance Curves and CC-CV Charging curves
  ☆10Updated 2 years ago
• swhlqu / Ultra-early-performance-prediction
  Data and code for the paper "Ultra-early prediction of lithium-ion battery performance using mechanism and data-driven fusion model"
  ☆29Updated 2 years ago
• battery-data-commons / mrs-sp22-tutorial
  Materials for a tutorial on Battery Data Science and MRS SP22
  ☆12Updated 3 years ago
• COBRAPROsimulator / COBRAPRO
  ☆19Updated 4 months ago
• matthewpklein / battsimpy
  A python package for simulating Lithium-ion battery performance. Equivalent circuit, Single-Particle, and full Pseudo-2D models are avail…
  ☆38Updated 7 years ago
• BatteryDEV / AutoECM
  Machine learning appoaches for the classification of Equivalent Circuit Models based on Electrochemical Impedance Spectroscopy data
  ☆43Updated 10 months ago
• NREL / battery_capacity_from_eis
  ☆28Updated 2 years ago
• valentinsulzer / kneepoint-review
  Collaborative knee point review paper
  ☆24Updated 3 years ago
• wengandrew / formation-modeling
  Half-cell OCV-R modeling for battery formation dynamics
  ☆16Updated 2 weeks ago
• JoachimSchaeffer / BattGP
  Gaussian Process-based Online Health Monitoring and Fault Analysis of Lithium-Ion Battery Systems from Field Data
  ☆31Updated 4 months ago
• BattModels / Diffthermo_OCV_paper
  diffthermo, a python package for thermodynamically consistent OCV model construction
  ☆10Updated 6 months ago
• jdhuang-csm / bayes-drt
  Hierarchical Bayesian methods for inversion of electrochemical impedance spectroscopy (EIS) data
  ☆36Updated 4 months ago
• brosaplanella / TEC-reduced-model
  Code and data for the paper "Systematic derivation and validation of a reduced thermal-electrochemical model for lithium-ion batteries us…
  ☆41Updated 4 years ago
• wenlinzhangzwl / impedance-based-UKF
  A state-of-health (SOH) estimator based on battery impedance and the unscented Kalman filter (UKF).
  ☆9Updated 3 weeks ago
• petermattia / revisit-severson-et-al
  Repository for the paper "Statistical learning for accurate and interpretable battery lifetime prediction"
  ☆54Updated last year
• wengandrew / dvdq
  Voltage fitting (dV/dQ) analysis
  ☆10Updated last month
• ndrewwang / liiondb
  LiionDB is an interactive database of DFN-type battery model parameters
  ☆29Updated last year
• petermattia / battery-parameter-spaces
  Battery fast-charging parameter spaces
  ☆25Updated 3 years ago
• DEARLIBS / DFNcodes
  Config files for my GitHub profile.
  ☆16Updated 3 years ago
• Battery-Intelligence-Lab / BatEst
  Matlab code for battery simulations and parameter estimation.
  ☆21Updated last year
• ciuccislab / GP-DRT
  Gaussian Process Distribution of Relaxation Times
  ☆40Updated 3 years ago
• chueh-ermon / automate-Arbin-schedule-file-creation
  Arbin schedule file automation from CSV
  ☆40Updated 5 years ago
• ImperialCollegeLondon / PyProBE
  Python Processing for Battery Experiments
  ☆24Updated this week
• acctouhou / Prediction_of_battery
  ☆47Updated last year
• DreamBoatOve / aia_eis
  Automated Intelligent Analyzer of Electrochemical Impedance Spectroscopy
  ☆11Updated last year
• Urutora96 / Machine-Learning-Based-Battery-SoH-Prediction
  Analyse nattery EIS curves to predict SoH
  ☆22Updated 4 years ago
• aesabattery / Charging-Curve-Prediction
  ☆49Updated 4 years ago