CPC F27D 21/04 (2013.01) [F23N 5/16 (2013.01); F23N 5/242 (2013.01); G06F 16/219 (2019.01); G06N 5/02 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); F23N 2223/04 (2020.01); F23N 2223/08 (2020.01); F23N 2223/36 (2020.01); F23N 2223/48 (2020.01); F23N 2229/00 (2020.01); F23N 2241/04 (2020.01); F23N 2900/05006 (2013.01); F27D 2021/0057 (2013.01); F27D 2021/026 (2013.01)] | 19 Claims |
1. A flame analytics system comprising:
a burner;
one or more sensors at or about the burner, wherein the one or more sensors include two or more video sensors having 2D views at different angles of a flame in the burner and wherein the 2D views are reconstructed into 3D views for observation of the flame to distinguish individual flames from one another in a multi-burner appliance and/or to distinguish a flame from its background;
a historical database connected to the one or more sensors;
a model training module connected to the historical database; and
a runtime algorithm module connected to the one or more sensors and the model training module; and
wherein the runtime algorithm compares realtime data from the one or more sensors and the historical data from the model training module in accordance with a machine learning algorithm.
|