openclimatefix / pvnet_uk_region

huggingface.co
Total runs: 27.8K
24-hour runs: 0
7-day runs: 575
30-day runs: 3.2K
Model's Last Updated: September 16 2024

Introduction of pvnet_uk_region

Model Details of pvnet_uk_region

PVNet2

Model Description

This model class uses satellite data, numericl weather predictions, and recent Grid Service Point( GSP) PV power output to forecast the near-term (~8 hours) PV power output at all GSPs. More information can be found in the model repo [1] and experimental notes in this google doc .

  • Developed by: openclimatefix
  • Model type: Fusion model
  • Language(s) (NLP): en
  • License: mit

Training Details

Data

The model is trained on data from 2019-2022 and validated on data from 2022-2023. See experimental notes in the the google doc for more details.

Preprocessing

Data is prepared with the ocf_datapipes.training.pvnet datapipe [2].

Results

The training logs for the current model can be found here:

The training logs for all model runs of PVNet2 can be found here .

Some experimental notes can be found at in the google doc

Hardware

Trained on a single NVIDIA Tesla T4

Software

Runs of openclimatefix pvnet_uk_region on huggingface.co

27.8K
Total runs
0
24-hour runs
239
3-day runs
575
7-day runs
3.2K
30-day runs

More Information About pvnet_uk_region huggingface.co Model

More pvnet_uk_region license Visit here:

https://choosealicense.com/licenses/mit

pvnet_uk_region huggingface.co

pvnet_uk_region huggingface.co is an AI model on huggingface.co that provides pvnet_uk_region's model effect (), which can be used instantly with this openclimatefix pvnet_uk_region model. huggingface.co supports a free trial of the pvnet_uk_region model, and also provides paid use of the pvnet_uk_region. Support call pvnet_uk_region model through api, including Node.js, Python, http.

openclimatefix pvnet_uk_region online free

pvnet_uk_region huggingface.co is an online trial and call api platform, which integrates pvnet_uk_region's modeling effects, including api services, and provides a free online trial of pvnet_uk_region, you can try pvnet_uk_region online for free by clicking the link below.

openclimatefix pvnet_uk_region online free url in huggingface.co:

https://huggingface.co/openclimatefix/pvnet_uk_region

pvnet_uk_region install

pvnet_uk_region is an open source model from GitHub that offers a free installation service, and any user can find pvnet_uk_region on GitHub to install. At the same time, huggingface.co provides the effect of pvnet_uk_region install, users can directly use pvnet_uk_region installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

pvnet_uk_region install url in huggingface.co:

https://huggingface.co/openclimatefix/pvnet_uk_region

Url of pvnet_uk_region

Provider of pvnet_uk_region huggingface.co

openclimatefix
ORGANIZATIONS

Other API from openclimatefix

huggingface.co

Total runs: 161
Run Growth: -50
Growth Rate: -31.06%
Updated: June 20 2022