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ChuXun
2026-02-16 21:52:26 +08:00
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"""
Fig 6: CPL Avalanche Loop Diagram
Shows the positive feedback mechanism in CPL discharge
"""
import os
from graphviz import Digraph
def make_figure(config):
"""Generate Fig 6: CPL Avalanche Loop"""
dot = Digraph(comment='CPL Avalanche Loop')
dot.attr(rankdir='LR', size='10,6')
dot.attr('node', fontname='Times New Roman', fontsize='11', style='filled')
dot.attr('edge', fontname='Times New Roman', fontsize='10')
# Main feedback loop nodes
dot.node('V', 'Terminal Voltage\nDecreases\n(V_term ↓)',
shape='box', fillcolor='#ffcccc', width='2')
dot.node('I', 'Current\nIncreases\n(I ↑)',
shape='box', fillcolor='#ffffcc', width='2')
dot.node('Loss', 'Joule Loss\nIncreases\n(I²R₀ ↑)',
shape='box', fillcolor='#ffddaa', width='2')
dot.node('Heat', 'Temperature\nRises\n(T_b ↑)',
shape='box', fillcolor='#ffaa99', width='2')
dot.node('R', 'Resistance\nIncreases\n(R₀ ↑)',
shape='box', fillcolor='#ff9999', width='2')
# CPL constraint node
dot.node('CPL', 'CPL Constraint\nP = I × V_term\n(constant)',
shape='ellipse', fillcolor='lightblue', width='2.5', height='1.2')
# SOC depletion
dot.node('SOC', 'SOC Depletes\n(z ↓)',
shape='box', fillcolor='#ccccff', width='2')
# Main feedback edges
dot.edge('V', 'I', label='CPL:\nP=constant', color='red', penwidth='2')
dot.edge('I', 'Loss', label='Quadratic', color='darkred', penwidth='2')
dot.edge('Loss', 'Heat', label='Thermal', color='orange', penwidth='1.5')
dot.edge('Heat', 'R', label='Arrhenius', color='orange', penwidth='1.5')
dot.edge('R', 'V', label='V_term = V_oc - IR₀', color='red', penwidth='2')
# SOC impact
dot.edge('I', 'SOC', label='Discharge\nrate', color='blue', penwidth='1.5')
dot.edge('SOC', 'V', label='V_oc(z)', color='blue', penwidth='1.5')
dot.edge('SOC', 'R', label='R₀(z)', color='blue', penwidth='1.5', style='dashed')
# CPL connection
dot.edge('CPL', 'I', style='dashed', color='gray')
dot.edge('V', 'CPL', style='dashed', color='gray')
# Add legend
with dot.subgraph(name='cluster_legend') as c:
c.attr(label='Loop Characteristics', style='dashed', fontsize='10')
c.node('L1', '• Positive Feedback (Runaway)\n' +
'• Accelerates near end of discharge\n' +
'• Non-linear TTE relationship\n' +
'• Temperature coupling critical',
shape='note', fillcolor='lightyellow', fontsize='9')
# Output directory
figure_dir = config.get('global', {}).get('figure_dir', 'figures')
os.makedirs(figure_dir, exist_ok=True)
# Render
output_base = os.path.join(figure_dir, 'Fig06_CPL_Avalanche')
dot.render(output_base, format='pdf', cleanup=True)
dot.render(output_base, format='png', cleanup=True)
return {
"output_files": [f"{output_base}.pdf", f"{output_base}.png"],
"computed_metrics": {},
"validation_flags": {},
"pass": True
}