The invention relates to the technical field of
intelligent lighting control, in particular to an
LED lamp energy-saving control method and
system, and the method comprises the steps: obtaining environment data and user data; constructing a scene
knowledge graph, and pre-storing illumination parameters of different scenes; performing
standardization processing on the environment data and the user data, and obtaining a
state vector in combination with the scene
knowledge graph; inputting the
state vector into a three-dimensional comfort level model to calculate a comprehensive comfort level
score; if the comprehensive comfort level
score is lower than a target threshold value, an illumination adjustment strategy is output through a dual-network illumination adjustment agent, the
LED lamp is adjusted according to the illumination adjustment strategy, and the illumination adjustment strategy comprises
light intensity adjustment,
color temperature adjustment and
light beam angle adjustment; and if the comprehensive comfort level
score is higher than a target threshold value, lightweight
light intensity gradient optimization is carried out, and the
light intensity of the
LED lamp is dynamically adjusted according to the position of the person. Therefore, the problems of insufficient environmental adaptability, lack of comfort consideration and the like in the prior art are solved.