This paper proposes a closed-loop nonlinear method for precisely controlling the luminosity and correlated color temperature (CCT) of a bi-color adjustable light-emitting diode (LED) lamp. The objective is to achieve a precise and fully-independent dimming and CCT control of the light mixture emitted from a two-string LED lamp comprising warm-white and cool-white color LEDs, regardless of the operating conditions and throughout the long operating lifetime of the LED lamp. This control is formulated using the non-linear empirical LED model of the bi-color LED system. Experimental results show that with the proposed closedloop nonlinear control, both CCT and dimming control of the bi-color lamp is significantly more accurate and robust to ambient temperature variations, ambient light interference, and LED aging than the conventional linear control used in existing products. The maximum error in luminous flux employing the proposed nonlinear control method is 3%, compared with 20% using the closed-loop linear method. The maximum deviation in CCT is only 1.78%, compared with 27.5% with its linear counterpart.1 For future correspondence, please email: sctan@eee.hku.hk.