Software & Data

open-source code, models, and datasets behind the papers.

The Rio Grande cutting through a basalt gorge on the high desert plateau, northern New Mexico

Data and models

Flow diagram of the GridPath-India modeling framework: demand projections and VRE, hydro, thermal and transmission availability factors feeding a capacity expansion model, with capacity credit and ELCC feedback, and a production cost model for economic dispatch

GridPath-India

Capacity expansion and production cost model of India's electricity system, built on the open-source GridPath platform. 34 load zones plus Bhutan, interstate transmission, and hourly demand from linearly scaled and bottom-up profiles, with investment and operations optimized across planning periods from 2020 to 2050. Includes more than 1,300 candidate wind and solar sites and project-level capacity factors.

Dryad · 10.5061/dryad.dz08kpsbm

Girasol sky images in four columns at different times: a short visible exposure, a long visible exposure, and the matching longwave infrared frame beneath

Girasol

A sky imaging and global solar irradiance dataset. Longwave infrared and multi-exposure visible-light sky images with matching pyranometer measurements, recorded every 15 seconds by the Girasol Machine on a solar tracker, for intra-hour solar forecasting.

Dryad · 10.5061/dryad.zcrjdfn9m
Data in Brief · 10.1016/j.dib.2021.106914

Code repositories

gterren/caiso_power gterren/caiso_power
gterren/caiso_power_viz gterren/caiso_power_viz
gterren/cloud_segmentation gterren/cloud_segmentation
gterren/kernel_intra-hour_solar_forecasting gterren/kernel_intra-hour_solar_forecasting
gterren/deep_learning_intra-hour_solar_forecasting gterren/deep_learning_intra-hour_solar_forecasting
gterren/multiple_cloud_dection_and_segmentation gterren/multiple_cloud_dection_and_segmentation
gterren/girasol_machine gterren/girasol_machine
gterren/multiple_velocity_fields_visualization gterren/multiple_velocity_fields_visualization
gterren/geospatial_perspective_reprojection gterren/geospatial_perspective_reprojection