Keynote | Technical

A Deep Learning use case for water end use detection

Friday 17th | 12:00 - 12:30 | Theatre 18

---

One-liner summary:

A successful use case of Artificial Intelligence in Industry 4.0.

Keywords defining the session:

- Deep Learning

- AI

- Machine Learning

Deep Learning (DL) is a major breakthrough in artificial intelligence with a high potential for predictive applications. It has been recognized as one of ten breakthrough technologies according to MIT Technology Review[1]. DL has gone from being considered an academic field to being applied in engineering thanks to frameworks like TensorFlow or Theano. In this talk, we will present a system developed for Canal de Isabel II [2] to identify the residential use of water in its different appliances from records of water meters. This system, based on a DL approach, has shown a high potential in smart water management.