The simple answer is No. The reason is, solar panels need light (preferably sunlight because it is brighter and free) to generate electricity. Viewing the 5 minute video “How Solar Panels Work” on the Solar Energy Tutorial page of this website may be of interest to you in understanding more about solar panels.