TIDC Demand Forecast Accuracy: Error, Bias and Worst Miss, 13 October to 12 November 2026
The day-ahead demand forecast for TIDC was off by 2.5% on average (mean absolute percentage error) over 716 hours from 13 October to 12 November 2026, and 86% of hours landed within 5% of the reading. Its bias was +0.9%: it ran high on average, an over forecast. The largest miss was 54 MW (15.0%) too high at 16 Oct 2026, 14:00 PDT (UTC-07:00). Dates and times are local (America/Los_Angeles).
Key Facts
- The day-ahead demand forecast for TIDC was off by 2.5% on average (mean absolute percentage error) over 716 hours from 13 October to 12 November 2026, and 86% of hours landed within 5% of the reading. Its bias was +0.9%: it ran high on average, an over forecast. The largest miss was 54 MW (15.0%) too high at 16 Oct 2026, 14:00 PDT (UTC-07:00).
- Across 53 US grids ranked by average error over their own latest 30 day windows, TIDC came 14 (1 is the smallest error).
- On average the forecast differed from reported demand by 7 MW, against average demand of 291 MW.
- The forecast was above reported demand in 53% of compared hours.
Forecast Error at a Glance
716 hours from 13 October to 12 November 2026Average error is the mean absolute percentage gap between the forecast and reported demand. Bias is the signed mean (+2 MW per hour on average): the forecast ran high on average, an over forecast. The worst miss was 54 MW (15.0%) too high at 16 Oct 2026, 14:00 PDT (UTC-07:00): forecast 415 MW, reported 361 MW.
Source: U.S. Energy Information Administration (EIA). (US Government work, public domain) Data as of 2026-11-12. Accuracy is computed by World Power Monitor from the operator's hourly forecast and reported demand.
Forecast and Reported Demand, Last 7 Days
Local time, to 12 Nov 2026, 04:00 PST (UTC-08:00)Show the data table (168 rows)
| Local hour | Reported demand | Day-ahead forecast |
|---|---|---|
| 5 Nov, 05:00 | 277 MW | 272 MW |
| 5 Nov, 06:00 | 301 MW | 295 MW |
| 5 Nov, 07:00 | 303 MW | 301 MW |
| 5 Nov, 08:00 | 288 MW | 294 MW |
| 5 Nov, 09:00 | 276 MW | 285 MW |
| 5 Nov, 10:00 | 269 MW | 276 MW |
| 5 Nov, 11:00 | 268 MW | 272 MW |
| 5 Nov, 12:00 | 271 MW | 275 MW |
| 5 Nov, 13:00 | 279 MW | 281 MW |
| 5 Nov, 14:00 | 291 MW | 291 MW |
| 5 Nov, 15:00 | 304 MW | 304 MW |
| 5 Nov, 16:00 | 320 MW | 317 MW |
| 5 Nov, 17:00 | 331 MW | 330 MW |
| 5 Nov, 18:00 | 327 MW | 328 MW |
| 5 Nov, 19:00 | 322 MW | 323 MW |
| 5 Nov, 20:00 | 317 MW | 316 MW |
| 5 Nov, 21:00 | 308 MW | 305 MW |
| 5 Nov, 22:00 | 293 MW | 290 MW |
| 5 Nov, 23:00 | 281 MW | 277 MW |
| 6 Nov, 00:00 | 270 MW | 269 MW |
| 6 Nov, 01:00 | 262 MW | 260 MW |
| 6 Nov, 02:00 | 258 MW | 255 MW |
| 6 Nov, 03:00 | 258 MW | 253 MW |
| 6 Nov, 04:00 | 265 MW | 259 MW |
| 6 Nov, 05:00 | 278 MW | 272 MW |
| 6 Nov, 06:00 | 300 MW | 295 MW |
| 6 Nov, 07:00 | 306 MW | 304 MW |
| 6 Nov, 08:00 | 293 MW | 299 MW |
| 6 Nov, 09:00 | 282 MW | 292 MW |
| 6 Nov, 10:00 | 278 MW | 286 MW |
| 6 Nov, 11:00 | 280 MW | 280 MW |
| 6 Nov, 12:00 | 287 MW | 284 MW |
| 6 Nov, 13:00 | 294 MW | 287 MW |
| 6 Nov, 14:00 | 293 MW | 294 MW |
| 6 Nov, 15:00 | 301 MW | 304 MW |
| 6 Nov, 16:00 | 315 MW | 313 MW |
| 6 Nov, 17:00 | 326 MW | 321 MW |
| 6 Nov, 18:00 | 318 MW | 319 MW |
| 6 Nov, 19:00 | 314 MW | 313 MW |
| 6 Nov, 20:00 | 307 MW | 305 MW |
| 6 Nov, 21:00 | 300 MW | 296 MW |
| 6 Nov, 22:00 | 288 MW | 284 MW |
| 6 Nov, 23:00 | 276 MW | 270 MW |
| 7 Nov, 00:00 | 263 MW | 262 MW |
| 7 Nov, 01:00 | 253 MW | 252 MW |
| 7 Nov, 02:00 | 246 MW | 246 MW |
| 7 Nov, 03:00 | 245 MW | 244 MW |
| 7 Nov, 04:00 | 246 MW | 247 MW |
| 7 Nov, 05:00 | 250 MW | 253 MW |
| 7 Nov, 06:00 | 259 MW | 264 MW |
| 7 Nov, 07:00 | 260 MW | 270 MW |
| 7 Nov, 08:00 | 253 MW | 271 MW |
| 7 Nov, 09:00 | 245 MW | 269 MW |
| 7 Nov, 10:00 | 239 MW | 264 MW |
| 7 Nov, 11:00 | 236 MW | 261 MW |
| 7 Nov, 12:00 | 238 MW | 265 MW |
| 7 Nov, 13:00 | 245 MW | 270 MW |
| 7 Nov, 14:00 | 260 MW | 275 MW |
| 7 Nov, 15:00 | 276 MW | 281 MW |
| 7 Nov, 16:00 | 289 MW | 289 MW |
| 7 Nov, 17:00 | 298 MW | 300 MW |
| 7 Nov, 18:00 | 295 MW | 299 MW |
| 7 Nov, 19:00 | 287 MW | 292 MW |
| 7 Nov, 20:00 | 282 MW | 287 MW |
| 7 Nov, 21:00 | 276 MW | 280 MW |
| 7 Nov, 22:00 | 266 MW | 269 MW |
| 7 Nov, 23:00 | 254 MW | 257 MW |
| 8 Nov, 00:00 | 242 MW | 243 MW |
| 8 Nov, 01:00 | 235 MW | 236 MW |
| 8 Nov, 02:00 | 230 MW | 231 MW |
| 8 Nov, 03:00 | 229 MW | 230 MW |
| 8 Nov, 04:00 | 228 MW | 232 MW |
| 8 Nov, 05:00 | 232 MW | 232 MW |
| 8 Nov, 06:00 | 237 MW | 237 MW |
| 8 Nov, 07:00 | 236 MW | 235 MW |
| 8 Nov, 08:00 | 228 MW | 233 MW |
| 8 Nov, 09:00 | 223 MW | 230 MW |
| 8 Nov, 10:00 | 218 MW | 225 MW |
| 8 Nov, 11:00 | 220 MW | 225 MW |
| 8 Nov, 12:00 | 226 MW | 230 MW |
| 8 Nov, 13:00 | 234 MW | 238 MW |
| 8 Nov, 14:00 | 247 MW | 249 MW |
| 8 Nov, 15:00 | 267 MW | 264 MW |
| 8 Nov, 16:00 | 283 MW | 278 MW |
| 8 Nov, 17:00 | 298 MW | 292 MW |
| 8 Nov, 18:00 | 298 MW | 292 MW |
| 8 Nov, 19:00 | 294 MW | 289 MW |
| 8 Nov, 20:00 | 289 MW | 285 MW |
| 8 Nov, 21:00 | 281 MW | 276 MW |
| 8 Nov, 22:00 | 268 MW | 264 MW |
| 8 Nov, 23:00 | 255 MW | 252 MW |
| 9 Nov, 00:00 | 246 MW | 242 MW |
| 9 Nov, 01:00 | 240 MW | 237 MW |
| 9 Nov, 02:00 | 238 MW | 235 MW |
| 9 Nov, 03:00 | 240 MW | 236 MW |
| 9 Nov, 04:00 | 248 MW | 244 MW |
| 9 Nov, 05:00 | 265 MW | 261 MW |
| 9 Nov, 06:00 | 293 MW | 288 MW |
| 9 Nov, 07:00 | 302 MW | 300 MW |
| 9 Nov, 08:00 | 291 MW | 294 MW |
| 9 Nov, 09:00 | 281 MW | 288 MW |
| 9 Nov, 10:00 | 276 MW | 285 MW |
| 9 Nov, 11:00 | 276 MW | 285 MW |
| 9 Nov, 12:00 | 284 MW | 291 MW |
| 9 Nov, 13:00 | 296 MW | 299 MW |
| 9 Nov, 14:00 | 309 MW | 307 MW |
| 9 Nov, 15:00 | 324 MW | 316 MW |
| 9 Nov, 16:00 | 328 MW | 324 MW |
| 9 Nov, 17:00 | 339 MW | 334 MW |
| 9 Nov, 18:00 | 333 MW | 330 MW |
| 9 Nov, 19:00 | 327 MW | 322 MW |
| 9 Nov, 20:00 | 320 MW | 315 MW |
| 9 Nov, 21:00 | 308 MW | 303 MW |
| 9 Nov, 22:00 | 294 MW | 287 MW |
| 9 Nov, 23:00 | 278 MW | 274 MW |
| 10 Nov, 00:00 | 265 MW | 270 MW |
| 10 Nov, 01:00 | 258 MW | 260 MW |
| 10 Nov, 02:00 | 253 MW | 254 MW |
| 10 Nov, 03:00 | 252 MW | 255 MW |
| 10 Nov, 04:00 | 259 MW | 261 MW |
| 10 Nov, 05:00 | 273 MW | 275 MW |
| 10 Nov, 06:00 | 296 MW | 298 MW |
| 10 Nov, 07:00 | 302 MW | 307 MW |
| 10 Nov, 08:00 | 292 MW | 300 MW |
| 10 Nov, 09:00 | 282 MW | 289 MW |
| 10 Nov, 10:00 | 277 MW | 281 MW |
| 10 Nov, 11:00 | 276 MW | 277 MW |
| 10 Nov, 12:00 | 282 MW | 281 MW |
| 10 Nov, 13:00 | 292 MW | 290 MW |
| 10 Nov, 14:00 | 306 MW | 298 MW |
| 10 Nov, 15:00 | 319 MW | 308 MW |
| 10 Nov, 16:00 | 328 MW | 319 MW |
| 10 Nov, 17:00 | 337 MW | 330 MW |
| 10 Nov, 18:00 | 332 MW | 330 MW |
| 10 Nov, 19:00 | 324 MW | 326 MW |
| 10 Nov, 20:00 | 319 MW | 321 MW |
| 10 Nov, 21:00 | 309 MW | 311 MW |
| 10 Nov, 22:00 | 294 MW | 296 MW |
| 10 Nov, 23:00 | 280 MW | 281 MW |
| 11 Nov, 00:00 | 270 MW | 265 MW |
| 11 Nov, 01:00 | 260 MW | 257 MW |
| 11 Nov, 02:00 | 254 MW | 252 MW |
| 11 Nov, 03:00 | 254 MW | 252 MW |
| 11 Nov, 04:00 | 260 MW | 258 MW |
| 11 Nov, 05:00 | 272 MW | 271 MW |
| 11 Nov, 06:00 | 290 MW | 289 MW |
| 11 Nov, 07:00 | 294 MW | 296 MW |
| 11 Nov, 08:00 | 288 MW | 293 MW |
| 11 Nov, 09:00 | 281 MW | 289 MW |
| 11 Nov, 10:00 | 276 MW | 288 MW |
| 11 Nov, 11:00 | 276 MW | 290 MW |
| 11 Nov, 12:00 | 283 MW | 297 MW |
| 11 Nov, 13:00 | 292 MW | 306 MW |
| 11 Nov, 14:00 | 306 MW | 314 MW |
| 11 Nov, 15:00 | 322 MW | 322 MW |
| 11 Nov, 16:00 | 331 MW | 330 MW |
| 11 Nov, 17:00 | 338 MW | 340 MW |
| 11 Nov, 18:00 | 333 MW | 335 MW |
| 11 Nov, 19:00 | 326 MW | 328 MW |
| 11 Nov, 20:00 | 320 MW | 321 MW |
| 11 Nov, 21:00 | 310 MW | 311 MW |
| 11 Nov, 22:00 | 294 MW | 294 MW |
| 11 Nov, 23:00 | 279 MW | 280 MW |
| 12 Nov, 00:00 | 266 MW | 266 MW |
| 12 Nov, 01:00 | 260 MW | 258 MW |
| 12 Nov, 02:00 | 254 MW | 253 MW |
| 12 Nov, 03:00 | 255 MW | 254 MW |
| 12 Nov, 04:00 | 261 MW | 260 MW |
Assumptions
- Only hours with both a forecast and a positive demand reading count (716 of 720 hours in the window). Missing and zero values, and readings under 30% or over 3 times the grid's own median for the window, are treated as reporting faults and left out.
- Error is (forecast minus reported demand) divided by reported demand; average error uses absolute values so high and low misses do not cancel. Bias keeps the sign and does cancel.
- Reported demand is preliminary and may be revised. A 30 day window is a short sample and one heat wave or holiday can move these figures.
- US figures are for the EIA balancing authority or region named on this page. US and European grids are ranked separately.
Related
Cite this page
World Power Monitor. (2026). TIDC Demand Forecast Accuracy: Error, Bias and Worst Miss. https://worldpowermonitor.com/forecast-accuracy/tidc/
World Power Monitor. TIDC Demand Forecast Accuracy: Error, Bias and Worst Miss. Data as of 2026-11-12. Data from U.S. Energy Information Administration. https://worldpowermonitor.com/forecast-accuracy/tidc/
@misc{wpm_forecast_accuracy_tidc_2026,
title = {{TIDC Demand Forecast Accuracy: Error, Bias and Worst Miss}},
author = {{World Power Monitor}},
year = {2026},
note = {Data as of 2026-11-12. Data from U.S. Energy Information Administration.},
url = {https://worldpowermonitor.com/forecast-accuracy/tidc/}
} Permalink: https://worldpowermonitor.com/forecast-accuracy/tidc/
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