Error fields are predominantly attributed to inevitable coil imperfections. Controlling error fields during coil fabrication and assembly is crucial for stellarators. Excessively tight coil tolerance increases time and cost, and, in part, led to the cancellation of NCSX and delay of W7-X. In this paper, we improve the recently proposed Hessian matrix method to rapidly identify important coil deviations. Two of the most common figures of merit, magnetic island size and quasi-symmetry, are analytically differentiated over coil parameters. By extracting the eigenvectors of the Hessian matrix, we can directly identify sensitive coil deviations in the order of the eigenvalues. The new method is applied to the upcoming CFQS configuration. Important perturbations that enlarge n/m=4/11 islands and deteriorate quasi-axisymmetry of the magnetic field are successfully determined. The results suggest each modular coil should have separate tolerance and some certain perturbation combinations will produce significant error fields. By relaxing unnecessary coil tolerance, this method will hopefully lead to substantial a reduction in time and cost.Keywords Stellarator coils · error field · Hessian matrix · sensitivity analysis arXiv:1904.04147v2 [physics.plasm-ph] 4 Sep 2019 IDENTIFICATION OF IMPORTANT ERROR FIELDS IN STELLARATORS USING HESSIAN MATRIX METHOD displacements were calculated by the finite difference. NCSX investigated the impacts of systematic coil geometric perturbations and tolerance schemes on magnetic island size [9]. Local errors including coil-plasma spacing, short wavelet orthogonal displacements, and broad coil deformations causing coil length errors were also examined [10]. The results from NCSX suggested that modular coils required more tight tolerance (about 1.5 mm) than PF & TF coils, and particularly the inboard regions of modular coils had more significant effects on flux quality, while errors in other regions might approach 3 mm or even larger coil tolerance. As the largest stellarator, the Wendelstein 7-X (W7-X) performed extensive studies on coil tolerance [11]. The primary criteria were the resonant magnetic perturbations, B 11 , B 22 , B 33 & B 44 since W7-X has a m/n = 5/5 island chain outside the last closed flux surface (LCFS). Numerical investigations [12,13] showed that the resonant magnetic field perturbations were the most sensitive to rotations of coils and modules, after the effects of manufacturing errors, shifts and rotations of individual coils and modules were compared. With numerous efforts and advanced manufacturing techniques, W7-X superconducting coil system was built and assembled with impressively high accuracy. The maximum deviation for non-planar coils from the average shape is of the order of 2 mm [14] and the average alignment deviation for all 70 main field coils after the assembly is 1.2 mm [5].