Engineering Commons^™

Integrated Home Server, Santiago John Rose

Computer Science and Engineering Master's Theses

Since the advent of the microprocessor in the 1970s, the market for consumer electronics has exploded with new devices changing the way we live and do business. Today, mobile phones, cameras, PCs, iPads, mp3 players, network media players, security systems, automation and IT systems, all have common functionality and there is an increasing need for unification of access to all these devices around a common server based architecture to unlock the benefits of smart integration and to simplify access for the end user.

IHS project is designed to provide to its business and home owners a unified network for all …

Toward A Fair Transactive Energy Market: A Deeplearning Based Energy Consumption Prediction Model, Yuka Hatori

Computer Science and Engineering Master's Theses

The application of machine learning is vast and quickly spreading across disciplines because of its versatile utility. By nature, machine learning implementations can quickly be obfuscated and ultimately introduce and perpetuate discriminatory practices, which leads to the issue of fairness. Transactive energy and the distribution of energy management technologies allow for new participants, meaning individual households and entities smaller than large energy providers, to enter the market to buy and sell energy. Machine learning has potential for meaningful use in many aspects of the transactive energy market process, and we focus on the specific aspect of how individual households can …