Increase in Accuracy of the Solution of the Problem of Identification of Production Batches of Semiconductor Devices

Authors provide a comparative analysis of the results of applying various automatic grouping (clustering) algorithms to a problem of separating homogeneous batches of electrical radio products from a mixed batch. Authors consider opportunities of optimizing the algorithm parameters as well as compilation of ensembles of clustering algorithms. The obtained results demonstrate that the homogeneity analysis of batches of the electronic components installed in real space systems is an actual problem, especially in the case of A high level of integration. Authors substantiate the necessity of centralized acquisition of spacecraft equipment on the principle of equal reliability by creating special production batches manufactured for space industry.