The invention discloses a multi-energy-level multi-
machine-head
dose optimization method, device and equipment and a storage medium, and the method comprises the steps: setting a
machine head included angle and an
irradiation mode based on target region distribution, and determining a
radiation field set; aiming at each
radiation field, based on
ray path organization characteristics of the
radiation field, by calculating correlation between a percentage
depth dose curve and ideal
dose distribution, screening an optimal
irradiation energy level; calculating a
dose deposition matrix based on the optimal
energy level of each
radiation field, and constructing an optimization model to perform joint optimization on all
radiation field intensity graphs; segmenting the optimized intensity distribution, calculating an actual delivery dose, reducing the difference between the actual delivery dose and an ideal dose through iterative optimization, and finally outputting a
dose optimization parameter. According to the invention, through combination of multi-
machine-head cooperative
irradiation and multi-energy-level
adaptive selection, the treatment efficiency is significantly improved, and the
dose distribution is optimized.