US 11,895,755 B2
Predictive and adaptive lighting control method and predictive and adaptive lighting system
Massimo Rebernig, Granarolo dell'Emilia (IT); Davide Raggini, Cesena (IT); and Davide Samori, Ozzano dell'emilia (IT)
Assigned to REBERUIG SUPER VISIONI SRL, Granarolo dell Emilia (IT)
Appl. No. 17/625,146
Filed by REBERNIG SUPERVISIONI SRL, Granarolo dell'Emilia (IT)
PCT Filed Jul. 3, 2020, PCT No. PCT/IB2020/056305
§ 371(c)(1), (2) Date Jan. 6, 2022,
PCT Pub. No. WO2021/005479, PCT Pub. Date Jan. 14, 2021.
Claims priority of application No. 102019000011304 (IT), filed on Jul. 10, 2019.
Prior Publication US 2022/0272815 A1, Aug. 25, 2022
Int. Cl. H05B 47/12 (2020.01); H05B 47/125 (2020.01); H05B 47/19 (2020.01); H05B 47/155 (2020.01); H05B 47/18 (2020.01); H05B 47/165 (2020.01); G06N 3/08 (2023.01)
CPC H05B 47/12 (2020.01) [H05B 47/125 (2020.01); H05B 47/155 (2020.01); H05B 47/165 (2020.01); H05B 47/18 (2020.01); H05B 47/19 (2020.01); G06N 3/08 (2013.01)] 17 Claims
OG exemplary drawing
 
1. A predictive and adaptive lighting control method, characterized by the following steps:
providing a controllable lighting system of a predetermined area;
providing a sound perception artificial intelligence;
performing a sound training step of the sound perception artificial intelligence by means of images, wherein the sound perception artificial intelligence is taught to recognize and classify traffic data from sound sensing operations characterized by a learning by association between simultaneous sound sensing operations and image sensing operations of a same scene, thereby creating sample soundtracks;
after the sound training step:
performing at least one adaptive step, comprising:
creating a historical traffic data report of the predetermined area based on sound sensing operations compared at least with the sample soundtracks;
establishing at least lighting setting limits of the predetermined area based on the historical traffic data report;
performing at least one predictive step comprising:
predicting local traffic events based at least on sound sensing operations compared at least with the sample soundtracks;
controlling the controllable lighting system to adapt to the predicted local traffic events within the setting limits established by the adaptive step.