Introduction In the previous issue, we used the example of smartwatches to help you quickly understand how LSTM manages health data like a “memory master.” But did you know? Behind the power of LSTM lies a set of intricate mathematical formulas! Today, we will break down these formulas in the simplest language, allowing you to … Read more
Original by Machine Heart Author: Lu Xinfeng Editor: Joni In August of this year, Professor Zhang Kehua’s research group at the Chinese University of Hong Kong published a paper on arXiv, showcasing their research on the privacy of smart homes. The authors attempted to use an LSTM model to predict active devices in smart homes. … Read more
In the context of the rapid development of smart grids, accurately predicting power loads is crucial for the safe and stable operation of power systems. As a technical engineer with years of experience in industrial PC programming, I will provide a detailed introduction on how to build an efficient power load forecasting system. 1. System … Read more