UDC 004.67
ALGORITHM OF AUTOMATIC SAMPLE SORTING FOR DECISION-MAKING SYSTEMS IN CLINICAL LABORATORY
A. I. Baranchikov, Dr. in technical sciences, full professor, RSREU, Ryazan, Russia;
orcid.org/0009-0002-1472-6075, e-mail: This email address is being protected from spambots. You need JavaScript enabled to view it.
D. R. Batrakov, post-graduate student, RSREU, Ryazan, Russia;
orcid.org/0009-0002-1472-6075, e-mail: This email address is being protected from spambots. You need JavaScript enabled to view it.
The paper examines the problem of constructing a simulation model of laboratory automated sample sorter. The aim of work is to construct a mathematical model of clinical laboratory automated sample sorter that can simulate workload profile, analyze and optimize sorting processes, and evaluate the performance of various sorting strategies. Retrospective data for six weeks taking seasonality into account has been used to construct the model and generate input flow. Equipment configurations and priorities are specified from ex ternal configuration files. Scenario analysis of nine configurations was conducted, assessing TAT, through put, and proportion of unprocessed samples. The practical significance of this study is that it provides a tool to select configurations and reduce logistical errors.
Key words: : mathematical modeling, clinical laboratory, simulation modeling, resource optimization.