The invention a brightness adjustable high-stability driving system for a blue light LED. The system is characterized by mainly comprising a control chip U1, a light adjustment control circuit, a reference correction circuit, a gradient compensation circuit, a logic buffering circuit and an overcurrent protection output voltage stabilizing circuit, wherein the light adjustment control circuit, the reference correction circuit, the gradient compensation circuit and the logic buffering circuit are connected with the control chip U1, and the overcurrent protection output voltage stabilizing circuit is connected in series between the reference correction circuit and the logic buffering circuit; and the overcurrent protection output voltage stabilizing circuit is composed of an overcurrent protection circuit whose input end is connected with the reference correction circuit and a voltage stabilizing circuit whose input end is connected with the output end of the overcurrent protection circuit. According to the system, external electromagnetic interference can be eliminated or attenuated, voltage and current are limited so that the voltage and current are kept stable, and in practical use, the anti-electromagnetic-interference capability of the high-stability driving system is 2.5 times that of a present driving system, stable driving current can be output, and it is effectively ensured that the brightness of blue light LED lamps is stable.