Lithium-ion Battery Realisation Algorithms (LiiBRA)

Create and Simulate Reduced Order Lithium-Ion Battery Models

LiBRA provides an open-source implementation of realisation algorithms used for generating reduced-order state-space models. This work aims to develop real-time capable physics-informed models for deployment onto embedded hardware. LiiBRA provides capabilities in offline and online model creation, as well as a framework for lithium-ion degradation predictions. For more information on LiiBRA, and the computationally-informed discrete realisation algorithm (CI-DRA), please refer to the publication above.

Further examples are located in the "examples" directory. Please open an issue if you have requests or ideas for additional examples.

Install (Julia 1.7 and later)

(v1.7) pkg> add LiiBRA

(Type ] to enter package mode.)

Example Usage

using LiiBRA, Plots

Setup:

Sₑ = 4
Sₛ = 2
Cell = Construct("LG M50")
Spatial!(Cell, Sₑ, Sₛ)
Ŝ = collect(1.0:-0.25:0.0)
SOC = 0.75
Cell.Const.T = 298.15

Realisation:

A,B,C,D = Realise(Cell,Ŝ);

HPPC Simulation:

Results = HPPC(Cell,Ŝ,SOC,4.0,-3.0,A,B,C,D);

Plotting Results:

plotly()
plot(Results.t, Results.Cell_V;
     legend=:topright,
     color=:blue,
     bottom_margin=5Plots.mm,
     left_margin = 5Plots.mm,
     right_margin = 15Plots.mm,
     ylabel = "Terminal Voltage (V)",
     xlabel = "Time (s)",
     title="HPPC Voltage",
     label="Voltage",
     size=(1280,720)
    )

plot(Results.t, Results.Ce;
     legend=:topright,
     bottom_margin=5Plots.mm, 
     left_margin = 5Plots.mm, 
     right_margin = 15Plots.mm, 
     ylabel = "Electrolyte Concen. (mol/m³)", 
     xlabel = "Time (s)",
     title="Electrolyte Concentration",
     label=["Neg. Separator Interface" "Neg. Current Collector" "Pos. Current Collector" "Pos. Separator Interface"], 
     size=(1280,720)
    )

plot(Results.t, Results.Cseₚ;
     legend=:topright,
     bottom_margin=5Plots.mm, 
     left_margin = 5Plots.mm, 
     right_margin = 15Plots.mm, 
     ylabel = "Concentration (mol/m³)", 
     xlabel = "Time (s)",
     title="Positive Electrode Concentration",
     label=["Current Collector" "Separator Interface"], 
     size=(1280,720)
    )

plot(Results.t, Results.Cseₙ;
     legend=:topright,
     bottom_margin=5Plots.mm, 
     left_margin = 5Plots.mm, 
     right_margin = 15Plots.mm, 
     ylabel = "Concentration (mol/m³)", 
     xlabel = "Time [s]", 
     title="Negative Electrode Concentration",
     label=["Current Collector" "Separator Interface"],
     size=(1280,720)
    )

Bug Tracking

Please report any issues using the Github issue tracker. All feedback is welcome.

tytomans / liibra.jl Goto Github PK

liibra.jl's Introduction

Lithium-ion Battery Realisation Algorithms (LiiBRA)

Create and Simulate Reduced Order Lithium-Ion Battery Models

Install (Julia 1.7 and later)

Example Usage

Bug Tracking

liibra.jl's People

Contributors

Recommend Projects

React

Vue.js

Typescript

TensorFlow

Django

Laravel

D3

Recommend Topics

javascript

web

server

Machine learning

Visualization

Game

Recommend Org

Facebook

Microsoft

Google

Alibaba

D3

Tencent