In this work, a novel parabolic trough receiver (NPTR) with an inner tube and wing-like fringe was proposed to improve heat-collecting efficiency as well as provide different grades of thermal energy. Thermal oil and water, which flow respectively in absorber and the inner tube, are selected as high and low temperature heat transfer fluids. A three-dimensional computational fluid dynamics model was developed to investigate the performance of the NPTR. Effects of geometrical parameter and thermal conductivity of inner tube on the performance of NPTR were studied in details. Based on the results, the NPTR with beta = 180 degrees is recommended as the suggested design. Moreover, performance of the suggested design under different direct normal irradiances (300-1000 W/m(2)) and inlet temperature of oil (400-650 K) were evaluated. Compared to the conventional parabolic trough receiver, the heat loss of NPTR is effectively reduced by 33.1-50.1%, and the overall efficiency can be improved by 0.61%-7.67%. Moreover, the proportions of oil and water heat gains in the total input solar energy are ranged in-18.8-63.5% and 8.39-77.6%, and the temperature gains of oil and water are ranged in-1.4-19.5 K and 5.4-18.8 K, respectively. (C) 2021 Elsevier Ltd. All rights reserved.