Machine Learning Model for Local Gas Demand ISO New England is a not-for-profit, independent system operator responsible for ensuring the safe and reliable flow of electricity in New England. They play a crucial role in planning for the future of the electric grid and are at the forefront of New England’s transition to clean energy . Internship: Machine Learning Model for Local Gas Demand Department: System Operations and Market Administration Preferred Majors: Data Science, Computer Science, Applied Math Department Description: The Operations Energy Security Team provides regular energy security forecasts for New England, looking ahead 21 days and beyond to the upcoming summer/winter. These forecasts consider factors that might cause electricity shortages, including: Fuel availability Emissions restrictions Known generator outages Timing of intermittent renewables like wind and solar What You’ll Work On: Develop and test a model to predict local gas heating demand using one or more machine learning algorithms in Python, based on existing local temperature forecasts. This local/zonal model will improve predictions for natural gas availability, a key driver in energy security forecasts. Analyze and document emissions restrictions on New England generators by scraping public emissions permits. Impact of Your Work: The products of this internship (a local gas demand model and an emissions restrictions catalog) are needed to support planned improvements to energy security forecasting tools. Skills and Experience Needed: Python (intermediate or higher) Coursework or previous research/internship experience in machine learning algorithms Git Version Control Experience (preferred, not required) Additional Requirements: Completed at least the first year of college and currently enrolled in a four-year or graduate-level academic program Must have the authority to work in the US on a permanent basis without requiring sponsorship Equal Opportunity Employer: ISO New England is an equal opportunity employer. Drug-Free Workplace: ISO New England maintains a drug-free workplace and performs pre-employment substance abuse testing. #J-18808-Ljbffr ISO New England
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