Litcius/Paper detail

Data driven tools to assess the location of photovoltaic facilities in urban areas

Francisco Rodríguez-Gómez, José del Campo-Ávila, Marta Ferrer-Cuesta, Llanos Mora‐López

2022Expert Systems with Applications17 citationsDOIOpen Access PDF

Abstract

Urban sustainability is a significant factor in combating climate change. Replacing polluting by renewable energies is fundamental to reduce the emission of greenhouse gases. Photovoltaic (PV) facilities harnessing solar energy, and particularly self-consumption PV facilities, can be widely used in cities throughout most countries. Therefore, locating spaces where photovoltaic installations can be integrated into urban areas is essential to reduce climate change and improve urban sustainability. An open-source software (URSUS-PV) to aid decision-making regarding possible optimal locations for photovoltaic panel installations in cities is presented in this paper. URSUS-PV is the result of a data mining process, and it can extract the characteristics of the roofs (orientation, inclination, latitude, longitude, area) in the urban areas of interest. By combining this information with meteorological data and characteristics of the photovoltaic systems, the system can predict both the next-day hourly photovoltaic energy production and the long-term photovoltaic daily average energy production.

Topics & Concepts

Photovoltaic systemRenewable energySustainabilityEnvironmental scienceGreenhouse gasGeographic information systemClimate changePhotovoltaicsEnvironmental economicsComputer scienceRemote sensingGeographyEngineeringEcologyBiologyEconomicsElectrical engineeringSolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingImpact of Light on Environment and Health