Have you missed the 6th Synthetic Data Meetup? Don't worry, an on-demand video of the event is here! Synthetic data is a game-changer for the simulation of residential energy demand. Watch to the 6th Synthetic Data Meetup to learn more about important research our guest speaker, Max Kleinebrahm is working on at the Karlsruhe Institute of Technology, modeling residential energy systems using synthetic data!
Models simulating household energy demand based on occupant behavior have received increasing attention over the last years due to the need to better understand fundamental characteristics that shape residential energy.
In this Synthetic Data Meetup, hosted by Dr. Paul Tiwald, Head of Data Science at MOSTLY AI, we have presented deep learning methods ready to capture complex long-term relationships in occupant behavior that can provide high-quality synthetic behavioral data.
The generated synthetic dataset combines various advantages of individual empirically collected data sets and thus enables a better understanding of residential energy demand without collecting new data with great effort.
Our guest speaker was Max Kleinebrahm, Research Assistant at the Chair of Energy Economics at the Karlsruhe Institute of Technology in Germany. Max’s research interests are renewable energies, decentralized energy systems, energy self-sufficient residential buildings, and time series analysis of energy consumption and occupant behavior. In his PhD, he is investigating the dissemination of self-sufficient residential buildings in the future European energy system.
Play the Synthetic Data Meetup video to learn how household energy demand can be simulated with high-quality synthetic behavioral data!
Do you have a question? We are happy to talk synthetic data with you. Please feel free to contact us!
Our speaker, Belinda Enoma, is a privacy & cybersecurity consultant in the legal and IT space. She will highlight good data governance practices and areas for algorithmic compliance and challenges that need to be continuously addressed as models are created.
She is a renowned conference host, speaker, writer and founder of istartandfinish.com. Belinda is also a mentor and coach to women in the cybersecurity and data protection industry.
Her published work includes “Data breach in the travel sector and strategies for risk mitigation,” (Journal of Data Privacy and Protection Volume 3.4, 2020). She is a Certified Information Privacy Professional (CIPP/US) and has an LLM from Benjamin N. Cardozo Law School, New York.
Register for the virtual meetup and save the date: Thursday, March 4, 2021
12:00 PM EST / 18:00 PM CET. See you there!