sentence: Solar shingles are more expensive and less durable than normal solar panels.
sentences_before: Solar shingles are a new type of solar panel that look like ordinary asphalt roof shingles. They are used where the appearance of traditional solar panels might be undesirable, such as on residential rooftops.
concept_name: solar shingle
headings: Solar panel Solar shingles
categories: Solar energy Heat Electricity