TIDC Demand Forecast Accuracy: Error, Bias and Worst Miss, 6 October to 5 November 2026
The day-ahead demand forecast for TIDC was off by 2.7% on average (mean absolute percentage error) over 715 hours from 6 October to 5 November 2026, and 86% of hours landed within 5% of the reading. Its bias was +0.3%: it ran close to balanced on average. 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 2.7% on average (mean absolute percentage error) over 715 hours from 6 October to 5 November 2026, and 86% of hours landed within 5% of the reading. Its bias was +0.3%: it ran close to balanced on average. 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 8 MW, against average demand of 314 MW.
- The forecast was above reported demand in 45% of compared hours.
Forecast Error at a Glance
715 hours from 6 October to 5 November 2026Average error is the mean absolute percentage gap between the forecast and reported demand. Bias is the signed mean (+0 MW per hour on average): the forecast ran close to balanced on average. 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 2026-11-05. 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 5 Nov 2026, 04:00 PST (UTC-08:00)Show the data table (168 rows)
| Local hour | Reported demand | Day-ahead forecast |
|---|---|---|
| 29 Oct, 06:00 | 302 MW | 300 MW |
| 29 Oct, 07:00 | 319 MW | 316 MW |
| 29 Oct, 08:00 | 317 MW | 316 MW |
| 29 Oct, 09:00 | 307 MW | 310 MW |
| 29 Oct, 10:00 | 306 MW | 303 MW |
| 29 Oct, 11:00 | 295 MW | 301 MW |
| 29 Oct, 12:00 | 301 MW | 301 MW |
| 29 Oct, 13:00 | 301 MW | 304 MW |
| 29 Oct, 14:00 | 310 MW | 312 MW |
| 29 Oct, 15:00 | 314 MW | 318 MW |
| 29 Oct, 16:00 | 318 MW | 324 MW |
| 29 Oct, 17:00 | 320 MW | 329 MW |
| 29 Oct, 18:00 | 329 MW | 336 MW |
| 29 Oct, 19:00 | 328 MW | 338 MW |
| 29 Oct, 20:00 | 324 MW | 331 MW |
| 29 Oct, 21:00 | 316 MW | 321 MW |
| 29 Oct, 22:00 | 300 MW | 305 MW |
| 29 Oct, 23:00 | 285 MW | 290 MW |
| 30 Oct, 00:00 | 272 MW | 272 MW |
| 30 Oct, 01:00 | 263 MW | 262 MW |
| 30 Oct, 02:00 | 258 MW | 256 MW |
| 30 Oct, 03:00 | 255 MW | 255 MW |
| 30 Oct, 04:00 | 259 MW | 260 MW |
| 30 Oct, 05:00 | 273 MW | 271 MW |
| 30 Oct, 06:00 | 295 MW | 293 MW |
| 30 Oct, 07:00 | 312 MW | 312 MW |
| 30 Oct, 08:00 | 311 MW | 313 MW |
| 30 Oct, 09:00 | 309 MW | 302 MW |
| 30 Oct, 10:00 | 303 MW | 296 MW |
| 30 Oct, 11:00 | 294 MW | 290 MW |
| 30 Oct, 12:00 | 292 MW | 290 MW |
| 30 Oct, 13:00 | 287 MW | 298 MW |
| 30 Oct, 14:00 | 294 MW | 307 MW |
| 30 Oct, 15:00 | 306 MW | 314 MW |
| 30 Oct, 16:00 | 313 MW | 316 MW |
| 30 Oct, 17:00 | 320 MW | 325 MW |
| 30 Oct, 18:00 | 326 MW | 330 MW |
| 30 Oct, 19:00 | 322 MW | 328 MW |
| 30 Oct, 20:00 | 314 MW | 317 MW |
| 30 Oct, 21:00 | 305 MW | 307 MW |
| 30 Oct, 22:00 | 293 MW | 294 MW |
| 30 Oct, 23:00 | 277 MW | 279 MW |
| 31 Oct, 00:00 | 264 MW | 263 MW |
| 31 Oct, 01:00 | 253 MW | 254 MW |
| 31 Oct, 02:00 | 245 MW | 248 MW |
| 31 Oct, 03:00 | 241 MW | 245 MW |
| 31 Oct, 04:00 | 242 MW | 246 MW |
| 31 Oct, 05:00 | 246 MW | 250 MW |
| 31 Oct, 06:00 | 254 MW | 258 MW |
| 31 Oct, 07:00 | 261 MW | 265 MW |
| 31 Oct, 08:00 | 265 MW | 264 MW |
| 31 Oct, 09:00 | 259 MW | 265 MW |
| 31 Oct, 10:00 | 248 MW | 271 MW |
| 31 Oct, 11:00 | 244 MW | 271 MW |
| 31 Oct, 12:00 | 253 MW | 273 MW |
| 31 Oct, 13:00 | 261 MW | 273 MW |
| 31 Oct, 14:00 | 270 MW | 276 MW |
| 31 Oct, 15:00 | 271 MW | 282 MW |
| 31 Oct, 16:00 | 275 MW | 290 MW |
| 31 Oct, 17:00 | 283 MW | 296 MW |
| 31 Oct, 18:00 | 285 MW | 301 MW |
| 31 Oct, 19:00 | 277 MW | 301 MW |
| 31 Oct, 20:00 | 272 MW | 295 MW |
| 31 Oct, 21:00 | 268 MW | 278 MW |
| 31 Oct, 22:00 | 260 MW | 268 MW |
| 31 Oct, 23:00 | 251 MW | 257 MW |
| 1 Nov, 00:00 | 241 MW | 246 MW |
| 1 Nov, 01:00 | 231 MW | 237 MW |
| 1 Nov, 01:00 | 222 MW | 227 MW |
| 1 Nov, 02:00 | 220 MW | 226 MW |
| 1 Nov, 03:00 | 221 MW | 227 MW |
| 1 Nov, 04:00 | 224 MW | 230 MW |
| 1 Nov, 05:00 | 230 MW | 235 MW |
| 1 Nov, 06:00 | 232 MW | 236 MW |
| 1 Nov, 07:00 | 227 MW | 241 MW |
| 1 Nov, 08:00 | 216 MW | 241 MW |
| 1 Nov, 09:00 | 212 MW | 238 MW |
| 1 Nov, 10:00 | 212 MW | 241 MW |
| 1 Nov, 11:00 | 214 MW | 243 MW |
| 1 Nov, 12:00 | 219 MW | 249 MW |
| 1 Nov, 13:00 | 232 MW | 258 MW |
| 1 Nov, 14:00 | 253 MW | 272 MW |
| 1 Nov, 15:00 | 273 MW | 284 MW |
| 1 Nov, 16:00 | 290 MW | 298 MW |
| 1 Nov, 17:00 | 292 MW | 299 MW |
| 1 Nov, 18:00 | 290 MW | 296 MW |
| 1 Nov, 19:00 | 284 MW | 289 MW |
| 1 Nov, 20:00 | 276 MW | 280 MW |
| 1 Nov, 21:00 | 262 MW | 267 MW |
| 1 Nov, 22:00 | 250 MW | 255 MW |
| 1 Nov, 23:00 | 225 MW | 232 MW |
| 2 Nov, 00:00 | 239 MW | 247 MW |
| 2 Nov, 01:00 | 235 MW | 240 MW |
| 2 Nov, 02:00 | 232 MW | 236 MW |
| 2 Nov, 03:00 | 235 MW | 237 MW |
| 2 Nov, 04:00 | 242 MW | 243 MW |
| 2 Nov, 05:00 | 259 MW | 260 MW |
| 2 Nov, 06:00 | 287 MW | 287 MW |
| 2 Nov, 07:00 | 300 MW | 301 MW |
| 2 Nov, 08:00 | 295 MW | 299 MW |
| 2 Nov, 09:00 | 276 MW | 295 MW |
| 2 Nov, 10:00 | 291 MW | 291 MW |
| 2 Nov, 11:00 | 306 MW | 289 MW |
| 2 Nov, 12:00 | 300 MW | 291 MW |
| 2 Nov, 13:00 | 299 MW | 293 MW |
| 2 Nov, 14:00 | 303 MW | 296 MW |
| 2 Nov, 15:00 | 308 MW | 300 MW |
| 2 Nov, 16:00 | 313 MW | 310 MW |
| 2 Nov, 17:00 | 325 MW | 323 MW |
| 2 Nov, 18:00 | 325 MW | 329 MW |
| 2 Nov, 19:00 | 322 MW | 327 MW |
| 2 Nov, 20:00 | 316 MW | 320 MW |
| 2 Nov, 21:00 | 306 MW | 309 MW |
| 2 Nov, 22:00 | 290 MW | 292 MW |
| 2 Nov, 23:00 | 275 MW | 278 MW |
| 3 Nov, 00:00 | 263 MW | 266 MW |
| 3 Nov, 01:00 | 256 MW | 258 MW |
| 3 Nov, 02:00 | 253 MW | 254 MW |
| 3 Nov, 03:00 | 252 MW | 253 MW |
| 3 Nov, 04:00 | 259 MW | 260 MW |
| 3 Nov, 05:00 | 274 MW | 274 MW |
| 3 Nov, 06:00 | 297 MW | 298 MW |
| 3 Nov, 07:00 | 302 MW | 309 MW |
| 3 Nov, 08:00 | 297 MW | 306 MW |
| 3 Nov, 09:00 | 283 MW | 299 MW |
| 3 Nov, 10:00 | 300 MW | 294 MW |
| 3 Nov, 11:00 | 306 MW | 291 MW |
| 3 Nov, 12:00 | 304 MW | 294 MW |
| 3 Nov, 13:00 | 296 MW | 298 MW |
| 3 Nov, 14:00 | 297 MW | 304 MW |
| 3 Nov, 15:00 | 316 MW | 311 MW |
| 3 Nov, 16:00 | 318 MW | 320 MW |
| 3 Nov, 17:00 | 327 MW | 330 MW |
| 3 Nov, 18:00 | 329 MW | 328 MW |
| 3 Nov, 19:00 | 324 MW | 323 MW |
| 3 Nov, 20:00 | 318 MW | 317 MW |
| 3 Nov, 21:00 | 309 MW | 307 MW |
| 3 Nov, 22:00 | 292 MW | 292 MW |
| 3 Nov, 23:00 | 280 MW | 278 MW |
| 4 Nov, 00:00 | 268 MW | 267 MW |
| 4 Nov, 01:00 | 260 MW | 259 MW |
| 4 Nov, 02:00 | 256 MW | 254 MW |
| 4 Nov, 03:00 | 256 MW | 253 MW |
| 4 Nov, 04:00 | 263 MW | 260 MW |
| 4 Nov, 05:00 | 277 MW | 275 MW |
| 4 Nov, 06:00 | 300 MW | 298 MW |
| 4 Nov, 07:00 | 309 MW | 304 MW |
| 4 Nov, 08:00 | 306 MW | 297 MW |
| 4 Nov, 09:00 | 294 MW | 289 MW |
| 4 Nov, 10:00 | 279 MW | 282 MW |
| 4 Nov, 11:00 | 272 MW | 276 MW |
| 4 Nov, 12:00 | 274 MW | 279 MW |
| 4 Nov, 13:00 | 281 MW | 286 MW |
| 4 Nov, 14:00 | 292 MW | 295 MW |
| 4 Nov, 15:00 | 307 MW | 307 MW |
| 4 Nov, 16:00 | 320 MW | 318 MW |
| 4 Nov, 17:00 | 333 MW | 329 MW |
| 4 Nov, 18:00 | 332 MW | 327 MW |
| 4 Nov, 19:00 | 326 MW | 322 MW |
| 4 Nov, 20:00 | 320 MW | 317 MW |
| 4 Nov, 21:00 | 313 MW | 306 MW |
| 4 Nov, 22:00 | 297 MW | 291 MW |
| 4 Nov, 23:00 | 284 MW | 278 MW |
| 5 Nov, 00:00 | 272 MW | 265 MW |
| 5 Nov, 01:00 | 262 MW | 257 MW |
| 5 Nov, 02:00 | 256 MW | 251 MW |
| 5 Nov, 03:00 | 257 MW | 251 MW |
| 5 Nov, 04:00 | 263 MW | 258 MW |
Assumptions
- Only hours with both a forecast and a positive demand reading count (715 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 2026-11-05. 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 2026-11-05. 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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