Pecan street dataset

Information

• The Pecan Street dataset is a publicly available dataset of high-frequency energy and environmental data from hundreds of homes, intended for use in research on energy efficiency, renewable energy integration, and related topics.
• The dataset was created in 2009 by Pecan Street Inc., a research and development organization focused on smart grid technologies and sustainable energy solutions.
• The Pecan Street dataset contains data from hundreds of homes in the United States, with measurements taken at sub-second intervals over a period of several years. The homes are located in a range of climates and have a range of energy profiles, from single-family homes to multi-unit apartments.
• In addition to energy data, the dataset also includes environmental data such as temperature, humidity, and solar irradiance, allowing researchers to study the impact of external factors on energy consumption.
• The data is provided in CSV format and includes measurements for the total household power consumption as well as individual appliance-level power consumption, where available.
• The dataset also includes demographic information about the homes and occupants, as well as information about the installed energy systems and appliances.
• The Pecan Street dataset has been used in numerous research studies and collaborations related to energy efficiency, renewable energy integration, and demand response, and has contributed to the development of various machine learning and signal processing algorithms.
• The dataset is available for free download and use, but users are required to register and agree to a data use policy that includes restrictions on commercial use and redistribution of the data.
• Pecan Street continues to collect data from homes and other sources, and the dataset is regularly updated with new measurements and features.