v1/figures.json
| 1 | { |
| 2 | "version": "v1", |
| 3 | "figures": [ |
| 4 | { |
| 5 | "name": "best ensemble prediction", |
| 6 | "tags": [ |
| 7 | "best", |
| 8 | "ensemble", |
| 9 | "prediction" |
| 10 | ], |
| 11 | "location": "best_ensemble_prediction.png" |
| 12 | }, |
| 13 | { |
| 14 | "name": "capacity and rul", |
| 15 | "tags": [ |
| 16 | "capacity", |
| 17 | "and", |
| 18 | "rul" |
| 19 | ], |
| 20 | "location": "capacity_and_rul.png" |
| 21 | }, |
| 22 | { |
| 23 | "name": "capacity distribution by temp", |
| 24 | "tags": [ |
| 25 | "capacity", |
| 26 | "distribution", |
| 27 | "by", |
| 28 | "temp" |
| 29 | ], |
| 30 | "location": "capacity_distribution_by_temp.png" |
| 31 | }, |
| 32 | { |
| 33 | "name": "capacity fade all batteries", |
| 34 | "tags": [ |
| 35 | "capacity", |
| 36 | "fade", |
| 37 | "all", |
| 38 | "batteries" |
| 39 | ], |
| 40 | "location": "capacity_fade_all_batteries.png" |
| 41 | }, |
| 42 | { |
| 43 | "name": "capacity fade by temperature", |
| 44 | "tags": [ |
| 45 | "capacity", |
| 46 | "fade", |
| 47 | "by", |
| 48 | "temperature" |
| 49 | ], |
| 50 | "location": "capacity_fade_by_temperature.png" |
| 51 | }, |
| 52 | { |
| 53 | "name": "ced curves", |
| 54 | "tags": [ |
| 55 | "ced", |
| 56 | "curves" |
| 57 | ], |
| 58 | "location": "ced_curves.png" |
| 59 | }, |
| 60 | { |
| 61 | "name": "classical best actual vs pred", |
| 62 | "tags": [ |
| 63 | "classical", |
| 64 | "best", |
| 65 | "actual", |
| 66 | "vs", |
| 67 | "pred" |
| 68 | ], |
| 69 | "location": "classical_best_actual_vs_pred.png" |
| 70 | }, |
| 71 | { |
| 72 | "name": "classical best residuals", |
| 73 | "tags": [ |
| 74 | "classical", |
| 75 | "best", |
| 76 | "residuals" |
| 77 | ], |
| 78 | "location": "classical_best_residuals.png" |
| 79 | }, |
| 80 | { |
| 81 | "name": "classical soh comparison", |
| 82 | "tags": [ |
| 83 | "classical", |
| 84 | "soh", |
| 85 | "comparison" |
| 86 | ], |
| 87 | "location": "classical_soh_comparison.png" |
| 88 | }, |
| 89 | { |
| 90 | "name": "classification confusion matrices", |
| 91 | "tags": [ |
| 92 | "classification", |
| 93 | "confusion", |
| 94 | "matrices" |
| 95 | ], |
| 96 | "location": "classification_confusion_matrices.png" |
| 97 | }, |
| 98 | { |
| 99 | "name": "degradation state distribution", |
| 100 | "tags": [ |
| 101 | "degradation", |
| 102 | "state", |
| 103 | "distribution" |
| 104 | ], |
| 105 | "location": "degradation_state_distribution.png" |
| 106 | }, |
| 107 | { |
| 108 | "name": "dg itransformer predictions", |
| 109 | "tags": [ |
| 110 | "dg", |
| 111 | "itransformer", |
| 112 | "predictions" |
| 113 | ], |
| 114 | "location": "dg_itransformer_predictions.png" |
| 115 | }, |
| 116 | { |
| 117 | "name": "dg itransformer training", |
| 118 | "tags": [ |
| 119 | "dg", |
| 120 | "itransformer", |
| 121 | "training" |
| 122 | ], |
| 123 | "location": "dg_itransformer_training.png" |
| 124 | }, |
| 125 | { |
| 126 | "name": "ensemble comparison", |
| 127 | "tags": [ |
| 128 | "ensemble", |
| 129 | "comparison" |
| 130 | ], |
| 131 | "location": "ensemble_comparison.png" |
| 132 | }, |
| 133 | { |
| 134 | "name": "ensemble weights", |
| 135 | "tags": [ |
| 136 | "ensemble", |
| 137 | "weights" |
| 138 | ], |
| 139 | "location": "ensemble_weights.png" |
| 140 | }, |
| 141 | { |
| 142 | "name": "feature correlation heatmap", |
| 143 | "tags": [ |
| 144 | "feature", |
| 145 | "correlation", |
| 146 | "heatmap" |
| 147 | ], |
| 148 | "location": "feature_correlation_heatmap.png" |
| 149 | }, |
| 150 | { |
| 151 | "name": "impedance evolution", |
| 152 | "tags": [ |
| 153 | "impedance", |
| 154 | "evolution" |
| 155 | ], |
| 156 | "location": "impedance_evolution.png" |
| 157 | }, |
| 158 | { |
| 159 | "name": "lstm actual vs predicted", |
| 160 | "tags": [ |
| 161 | "lstm", |
| 162 | "actual", |
| 163 | "vs", |
| 164 | "predicted" |
| 165 | ], |
| 166 | "location": "lstm_actual_vs_predicted.png" |
| 167 | }, |
| 168 | { |
| 169 | "name": "lstm training curves", |
| 170 | "tags": [ |
| 171 | "lstm", |
| 172 | "training", |
| 173 | "curves" |
| 174 | ], |
| 175 | "location": "lstm_training_curves.png" |
| 176 | }, |
| 177 | { |
| 178 | "name": "mc dropout uncertainty lstm", |
| 179 | "tags": [ |
| 180 | "mc", |
| 181 | "dropout", |
| 182 | "uncertainty", |
| 183 | "lstm" |
| 184 | ], |
| 185 | "location": "mc_dropout_uncertainty_lstm.png" |
| 186 | }, |
| 187 | { |
| 188 | "name": "radar top6", |
| 189 | "tags": [ |
| 190 | "radar", |
| 191 | "top6" |
| 192 | ], |
| 193 | "location": "radar_top6.png" |
| 194 | }, |
| 195 | { |
| 196 | "name": "re vs rct scatter", |
| 197 | "tags": [ |
| 198 | "re", |
| 199 | "vs", |
| 200 | "rct", |
| 201 | "scatter" |
| 202 | ], |
| 203 | "location": "re_vs_rct_scatter.png" |
| 204 | }, |
| 205 | { |
| 206 | "name": "shap xgboost soh", |
| 207 | "tags": [ |
| 208 | "shap", |
| 209 | "xgboost", |
| 210 | "soh" |
| 211 | ], |
| 212 | "location": "shap_xgboost_soh.png" |
| 213 | }, |
| 214 | { |
| 215 | "name": "soc coulomb counting demo", |
| 216 | "tags": [ |
| 217 | "soc", |
| 218 | "coulomb", |
| 219 | "counting", |
| 220 | "demo" |
| 221 | ], |
| 222 | "location": "soc_coulomb_counting_demo.png" |
| 223 | }, |
| 224 | { |
| 225 | "name": "soh degradation trends", |
| 226 | "tags": [ |
| 227 | "soh", |
| 228 | "degradation", |
| 229 | "trends" |
| 230 | ], |
| 231 | "location": "soh_degradation_trends.png" |
| 232 | }, |
| 233 | { |
| 234 | "name": "soh distribution", |
| 235 | "tags": [ |
| 236 | "soh", |
| 237 | "distribution" |
| 238 | ], |
| 239 | "location": "soh_distribution.png" |
| 240 | }, |
| 241 | { |
| 242 | "name": "transformer pt training curves", |
| 243 | "tags": [ |
| 244 | "transformer", |
| 245 | "pt", |
| 246 | "training", |
| 247 | "curves" |
| 248 | ], |
| 249 | "location": "transformer_pt_training_curves.png" |
| 250 | }, |
| 251 | { |
| 252 | "name": "transformer tf training curves", |
| 253 | "tags": [ |
| 254 | "transformer", |
| 255 | "tf", |
| 256 | "training", |
| 257 | "curves" |
| 258 | ], |
| 259 | "location": "transformer_tf_training_curves.png" |
| 260 | }, |
| 261 | { |
| 262 | "name": "unified model comparison", |
| 263 | "tags": [ |
| 264 | "unified", |
| 265 | "model", |
| 266 | "comparison" |
| 267 | ], |
| 268 | "location": "unified_model_comparison.png" |
| 269 | }, |
| 270 | { |
| 271 | "name": "vae anomaly detection", |
| 272 | "tags": [ |
| 273 | "vae", |
| 274 | "anomaly", |
| 275 | "detection" |
| 276 | ], |
| 277 | "location": "vae_anomaly_detection.png" |
| 278 | }, |
| 279 | { |
| 280 | "name": "vae latent umap", |
| 281 | "tags": [ |
| 282 | "vae", |
| 283 | "latent", |
| 284 | "umap" |
| 285 | ], |
| 286 | "location": "vae_latent_umap.png" |
| 287 | }, |
| 288 | { |
| 289 | "name": "vae lstm prediction", |
| 290 | "tags": [ |
| 291 | "vae", |
| 292 | "lstm", |
| 293 | "prediction" |
| 294 | ], |
| 295 | "location": "vae_lstm_prediction.png" |
| 296 | }, |
| 297 | { |
| 298 | "name": "voltage surface 3d", |
| 299 | "tags": [ |
| 300 | "voltage", |
| 301 | "surface", |
| 302 | "3d" |
| 303 | ], |
| 304 | "location": "voltage_surface_3d.png" |
| 305 | } |
| 306 | ] |
| 307 | } |