Clean energy and a pollution-free environment are becoming the necessity of life along with food, drinkable water, and shelter. Across the world, governments are taking the initiative to promote renewable energy and sustainable development. Solar energy is one of the potential renewable energy sources to achieve these objectives. Solar energy can be harnessed in different ways as per end-use requirements such as electricity or heat using appropriate solar energy technologies. [1] This manuscript is focused on one of the most proven and commercially available solar thermal technology, i.e., parabolic trough solar collector (PTSC), which consists of a concentrator, receiver, support structure, and a tracking system. [2] The technology has been commercially available for more than four decades, and since then, researchers have made efforts to improve its performance and reduce its cost. The performance analysis of the PTSC can be categorized into optical, thermal, and structural analysis. [3] The performance investigation of PTSC is indicated by performing the optical analysis followed by the thermal and structural analysis. The optical analysis has been performed by various approaches such as analytical formulation, [4][5][6][7][8][9] measurement techniques [10][11][12][13][14][15][16][17][18] and by modeling software using the Monte Carlo ray tracking approach. [19][20][21][22][23][24][25][26][27][28][29][30][31][32][33] The errors and imperfections in the PTSC have a significant effect on the optical performance of the concentrator. The potential optical errors associated with the PTSC are apparent changes in Sun subtended angle, slope errors, tracking errors, misalignment of the receiver tube, and misalignment of the concentrator, etc. Among these errors, subtended angle, slope errors, and tracking errors are classified as random errors that can be addressed statistically. Misalignment of the concentrator and receiver tube is classified as nonrandom errors for which the provision has to be made in the optical model. [34] The analysis of the errors is very important to determine the performance of the PTSC, as the precise manufacturing of the subcomponents and installations are very difficult and expensive. [35] It has been found that the PTSC field's performance does not match the expected performance at the design point. One of the reasons behind that is the inclusion of the optical errors in the system during the manufacturing and the erection of the collector. [35][36][37] Various researchers have analyzed the influence of these errors on optical performance, and a review of the same is provided in Table 1.As highlighted in Table 1, studies are performed to evaluate the effect of these optical errors, such as an error in reflector curvature precision, tracking error, and the alignment error. The