Italy Centre-South Demand Forecast Accuracy and Bias, 23 August to 20 September 2026
The day-ahead demand forecast for Italy Centre-South was off by 4.7% on average (mean absolute percentage error) over 686 hours from 23 August to 20 September 2026, and 61% of hours landed within 5% of the reading. Its bias was -1.9%: it ran low on average, an under forecast. The largest miss was 1,508 MW (20.8%) too low at 30 Aug 2026, 16:00 CEST (UTC+02:00). Dates and times are local (Europe/Rome).
Key Facts
- The day-ahead demand forecast for Italy Centre-South was off by 4.7% on average (mean absolute percentage error) over 686 hours from 23 August to 20 September 2026, and 61% of hours landed within 5% of the reading. Its bias was -1.9%: it ran low on average, an under forecast. The largest miss was 1,508 MW (20.8%) too low at 30 Aug 2026, 16:00 CEST (UTC+02:00).
- Across 47 European bidding zones ranked by average error over their own latest 30 day windows, Italy Centre-South came 32 (1 is the smallest error).
- On average the forecast differed from reported demand by 311 MW, against average demand of 6,374 MW.
- The forecast was above reported demand in 37% of compared hours.
Forecast Error at a Glance
686 hours from 23 August to 20 September 2026Average error is the mean absolute percentage gap between the forecast and reported demand. Bias is the signed mean (-156 MW per hour on average): the forecast ran low on average, an under forecast. The worst miss was 1,508 MW (20.8%) too low at 30 Aug 2026, 16:00 CEST (UTC+02:00): forecast 5,753 MW, reported 7,261 MW.
Source: ENTSO-E Transparency Platform (transparency.entsoe.eu), CC BY 4.0. Aggregated and converted by World Power Monitor; ENTSO-E does not endorse this site. (ENTSO-E Terms of Use plus CC BY 4.0 for listed data items) Data as of 2026-09-20. 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 20 Sept 2026, 13:00 CEST (UTC+02:00)| Local hour | Reported demand | Day-ahead forecast |
|---|---|---|
| 13 Sept, 14:00 | 4,677 MW | 4,800 MW |
| 13 Sept, 15:00 | 4,699 MW | 4,919 MW |
| 13 Sept, 16:00 | 5,047 MW | 5,052 MW |
| 13 Sept, 17:00 | 5,477 MW | 5,434 MW |
| 13 Sept, 18:00 | 5,715 MW | 5,843 MW |
| 13 Sept, 19:00 | 6,123 MW | 6,153 MW |
| 13 Sept, 20:00 | 6,139 MW | 6,173 MW |
| 13 Sept, 21:00 | 5,833 MW | 5,895 MW |
| 13 Sept, 22:00 | 5,436 MW | 5,453 MW |
| 13 Sept, 23:00 | 4,947 MW | 4,937 MW |
| 14 Sept, 00:00 | 4,451 MW | 4,725 MW |
| 14 Sept, 01:00 | 4,160 MW | 4,408 MW |
| 14 Sept, 02:00 | 4,011 MW | 4,238 MW |
| 14 Sept, 03:00 | 3,948 MW | 4,192 MW |
| 14 Sept, 04:00 | 3,935 MW | 4,176 MW |
| 14 Sept, 05:00 | 4,265 MW | 4,350 MW |
| 14 Sept, 06:00 | 4,884 MW | 5,009 MW |
| 14 Sept, 07:00 | 5,620 MW | 5,698 MW |
| 14 Sept, 08:00 | 6,281 MW | 6,318 MW |
| 14 Sept, 09:00 | 6,628 MW | 6,511 MW |
| 14 Sept, 10:00 | 6,510 MW | 6,484 MW |
| 14 Sept, 11:00 | 6,368 MW | 6,431 MW |
| 14 Sept, 12:00 | 6,287 MW | 6,324 MW |
| 14 Sept, 13:00 | 6,387 MW | 6,349 MW |
| 14 Sept, 14:00 | 6,509 MW | 6,511 MW |
| 14 Sept, 15:00 | 6,763 MW | 6,708 MW |
| 14 Sept, 16:00 | 6,770 MW | 6,816 MW |
| 14 Sept, 17:00 | 6,674 MW | 6,976 MW |
| 14 Sept, 18:00 | 6,721 MW | 7,111 MW |
| 14 Sept, 19:00 | 7,129 MW | 7,317 MW |
| 14 Sept, 20:00 | 6,937 MW | 7,202 MW |
| 14 Sept, 21:00 | 6,403 MW | 6,772 MW |
| 14 Sept, 22:00 | 5,679 MW | 6,185 MW |
| 14 Sept, 23:00 | 5,219 MW | 5,628 MW |
| 15 Sept, 00:00 | 4,640 MW | 5,068 MW |
| 15 Sept, 01:00 | 4,512 MW | 4,975 MW |
| 15 Sept, 02:00 | 4,360 MW | 4,750 MW |
| 15 Sept, 03:00 | 4,316 MW | 4,624 MW |
| 15 Sept, 04:00 | 4,208 MW | 4,602 MW |
| 15 Sept, 05:00 | 4,424 MW | 4,763 MW |
| 15 Sept, 06:00 | 5,051 MW | 5,291 MW |
| 15 Sept, 07:00 | 5,830 MW | 5,995 MW |
| 15 Sept, 08:00 | 6,446 MW | 6,556 MW |
| 15 Sept, 09:00 | 6,758 MW | 6,651 MW |
| 15 Sept, 10:00 | 6,686 MW | 6,612 MW |
| 15 Sept, 11:00 | 6,595 MW | 6,537 MW |
| 15 Sept, 12:00 | 6,570 MW | 6,483 MW |
| 15 Sept, 13:00 | 6,524 MW | 6,472 MW |
| 15 Sept, 14:00 | 6,577 MW | 6,755 MW |
| 15 Sept, 15:00 | 6,692 MW | 6,893 MW |
| 15 Sept, 16:00 | 6,767 MW | 6,955 MW |
| 15 Sept, 17:00 | 6,851 MW | 6,923 MW |
| 15 Sept, 18:00 | 6,948 MW | 6,834 MW |
| 15 Sept, 19:00 | 7,378 MW | 7,290 MW |
| 15 Sept, 20:00 | 7,115 MW | 7,124 MW |
| 15 Sept, 21:00 | 6,511 MW | 6,612 MW |
| 15 Sept, 22:00 | 5,879 MW | 6,051 MW |
| 15 Sept, 23:00 | 5,265 MW | 5,516 MW |
| 16 Sept, 00:00 | 4,725 MW | 4,959 MW |
| 16 Sept, 01:00 | 4,464 MW | 4,885 MW |
| 16 Sept, 02:00 | 4,283 MW | 4,673 MW |
| 16 Sept, 03:00 | 4,233 MW | 4,552 MW |
| 16 Sept, 04:00 | 4,214 MW | 4,503 MW |
| 16 Sept, 05:00 | 4,477 MW | 4,697 MW |
| 16 Sept, 06:00 | 5,111 MW | 5,215 MW |
| 16 Sept, 07:00 | 5,725 MW | 5,877 MW |
| 16 Sept, 08:00 | 6,253 MW | 6,438 MW |
| 16 Sept, 09:00 | 6,652 MW | 6,429 MW |
| 16 Sept, 10:00 | 6,585 MW | 6,384 MW |
| 16 Sept, 11:00 | 6,608 MW | 6,431 MW |
| 16 Sept, 12:00 | 6,463 MW | 6,462 MW |
| 16 Sept, 13:00 | 6,372 MW | 6,409 MW |
| 16 Sept, 14:00 | 6,599 MW | 6,739 MW |
| 16 Sept, 15:00 | 6,679 MW | 6,852 MW |
| 16 Sept, 16:00 | 6,770 MW | 6,887 MW |
| 16 Sept, 17:00 | 6,840 MW | 6,853 MW |
| 16 Sept, 18:00 | 6,896 MW | 6,843 MW |
| 16 Sept, 19:00 | 7,313 MW | 7,458 MW |
| 16 Sept, 20:00 | 7,106 MW | 7,264 MW |
| 16 Sept, 21:00 | 6,457 MW | 6,759 MW |
| 16 Sept, 22:00 | 5,869 MW | 6,197 MW |
| 16 Sept, 23:00 | 5,338 MW | 5,609 MW |
| 17 Sept, 00:00 | 4,858 MW | 4,766 MW |
| 17 Sept, 01:00 | 4,559 MW | 4,466 MW |
| 17 Sept, 02:00 | 4,317 MW | 4,335 MW |
| 17 Sept, 03:00 | 4,164 MW | 4,245 MW |
| 17 Sept, 04:00 | 4,235 MW | 4,242 MW |
| 17 Sept, 05:00 | 4,506 MW | 4,533 MW |
| 17 Sept, 06:00 | 5,154 MW | 5,089 MW |
| 17 Sept, 07:00 | 5,805 MW | 5,872 MW |
| 17 Sept, 08:00 | 6,425 MW | 6,479 MW |
| 17 Sept, 09:00 | 6,832 MW | 6,624 MW |
| 17 Sept, 10:00 | 6,848 MW | 6,494 MW |
| 17 Sept, 11:00 | 6,948 MW | 6,381 MW |
| 17 Sept, 12:00 | 6,752 MW | 6,163 MW |
| 17 Sept, 13:00 | 6,956 MW | 6,162 MW |
| 17 Sept, 14:00 | 7,216 MW | 6,332 MW |
| 17 Sept, 15:00 | 7,270 MW | 6,615 MW |
| 17 Sept, 16:00 | 7,416 MW | 6,712 MW |
| 17 Sept, 17:00 | 7,230 MW | 6,643 MW |
| 17 Sept, 18:00 | 7,239 MW | 6,691 MW |
| 17 Sept, 19:00 | 7,643 MW | 7,156 MW |
| 17 Sept, 20:00 | 7,292 MW | 6,859 MW |
| 17 Sept, 21:00 | 6,591 MW | 6,271 MW |
| 17 Sept, 22:00 | 6,016 MW | 5,592 MW |
| 17 Sept, 23:00 | 5,481 MW | 5,150 MW |
| 18 Sept, 00:00 | 5,029 MW | 4,722 MW |
| 18 Sept, 01:00 | 4,725 MW | 4,483 MW |
| 18 Sept, 02:00 | 4,569 MW | 4,335 MW |
| 18 Sept, 03:00 | 4,484 MW | 4,294 MW |
| 18 Sept, 04:00 | 4,527 MW | 4,271 MW |
| 18 Sept, 05:00 | 4,733 MW | 4,468 MW |
| 18 Sept, 06:00 | 5,374 MW | 5,057 MW |
| 18 Sept, 07:00 | 6,052 MW | 5,757 MW |
| 18 Sept, 08:00 | 6,622 MW | 6,458 MW |
| 18 Sept, 09:00 | 6,958 MW | 6,870 MW |
| 18 Sept, 10:00 | 7,214 MW | 6,819 MW |
| 18 Sept, 11:00 | 7,244 MW | 6,823 MW |
| 18 Sept, 12:00 | 6,891 MW | 6,695 MW |
| 18 Sept, 13:00 | 7,033 MW | 6,595 MW |
| 18 Sept, 14:00 | 7,061 MW | 6,657 MW |
| 18 Sept, 15:00 | 7,010 MW | 6,704 MW |
| 18 Sept, 16:00 | 7,046 MW | 6,829 MW |
| 18 Sept, 17:00 | 7,000 MW | 6,812 MW |
| 18 Sept, 18:00 | 7,126 MW | 6,826 MW |
| 18 Sept, 19:00 | 7,489 MW | 7,138 MW |
| 18 Sept, 20:00 | 7,025 MW | 6,870 MW |
| 18 Sept, 21:00 | 6,494 MW | 6,250 MW |
| 18 Sept, 22:00 | 5,862 MW | 5,642 MW |
| 18 Sept, 23:00 | 5,303 MW | 5,135 MW |
| 19 Sept, 00:00 | 4,903 MW | 4,840 MW |
| 19 Sept, 01:00 | 4,624 MW | 4,545 MW |
| 19 Sept, 02:00 | 4,453 MW | 4,337 MW |
| 19 Sept, 03:00 | 4,343 MW | 4,217 MW |
| 19 Sept, 04:00 | 4,274 MW | 4,215 MW |
| 19 Sept, 05:00 | 4,392 MW | 4,300 MW |
| 19 Sept, 06:00 | 4,624 MW | 4,541 MW |
| 19 Sept, 07:00 | 4,958 MW | 4,914 MW |
| 19 Sept, 08:00 | 5,294 MW | 5,375 MW |
| 19 Sept, 09:00 | 5,693 MW | 5,638 MW |
| 19 Sept, 10:00 | 5,746 MW | 5,693 MW |
| 19 Sept, 11:00 | 5,755 MW | 5,750 MW |
| 19 Sept, 12:00 | 5,709 MW | 5,621 MW |
| 19 Sept, 13:00 | 5,566 MW | 5,638 MW |
| 19 Sept, 14:00 | 5,250 MW | 5,643 MW |
| 19 Sept, 15:00 | 5,355 MW | 5,615 MW |
| 19 Sept, 16:00 | 5,556 MW | 5,670 MW |
| 19 Sept, 17:00 | 5,764 MW | 5,699 MW |
| 19 Sept, 18:00 | 5,898 MW | 5,825 MW |
| 19 Sept, 19:00 | 6,389 MW | 6,333 MW |
| 19 Sept, 20:00 | 6,166 MW | 6,187 MW |
| 19 Sept, 21:00 | 5,726 MW | 5,666 MW |
| 19 Sept, 22:00 | 5,337 MW | 5,246 MW |
| 19 Sept, 23:00 | 4,891 MW | 4,884 MW |
| 20 Sept, 00:00 | 4,472 MW | 4,557 MW |
| 20 Sept, 01:00 | 4,150 MW | 4,252 MW |
| 20 Sept, 02:00 | 4,017 MW | 4,014 MW |
| 20 Sept, 03:00 | 3,907 MW | 3,908 MW |
| 20 Sept, 04:00 | 3,869 MW | 3,888 MW |
| 20 Sept, 05:00 | 3,942 MW | 3,973 MW |
| 20 Sept, 06:00 | 4,158 MW | 4,060 MW |
| 20 Sept, 07:00 | 4,215 MW | 4,159 MW |
| 20 Sept, 08:00 | 4,585 MW | 4,448 MW |
| 20 Sept, 09:00 | 4,954 MW | 4,756 MW |
| 20 Sept, 10:00 | 5,265 MW | 4,916 MW |
| 20 Sept, 11:00 | 5,350 MW | 4,984 MW |
| 20 Sept, 12:00 | 5,327 MW | 4,874 MW |
| 20 Sept, 13:00 | 5,311 MW | 4,894 MW |
Assumptions
- Only hours with both a forecast and a positive demand reading count (686 of 686 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.
- European figures are for the ENTSO-E bidding zone named on this page. US and European grids are ranked separately.