• Power demand in Spain has decreased by 13.49% due to lockdown measures by COVID-19. • Power demand profiles have changed its usual form on weekdays and weekends. • Average daily deviations in power predictions have only increased by 0.1%. • Renewable power generation has increased during the lockdown. • In March and April 2020, CO2 emissions have decreased by 32.61% compared to 2019.