Special test results evaluation features as development of "Innovations management" program - NEFU testing area as case-study

Innovations and Prospects of Development of Mining Machinery and Electrical Engineering

矿业工程;电工学

Ermakov, A.V.^1 ; Bessmertnyy, A.M.^1

M.K. Ammosov North-Eastern Federal University, Technological Institute, 58, Belinskogo St., Yakutsk

677000, Russia^1

关键词: Alternative solutions;    Complex evaluations;    Data mining technology;    Potential risks;    Result evaluation;    Scenario analysis;    Technological equipments;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/87/8/082013/pdf
DOI  :  10.1088/1755-1315/87/8/082013

来源: IOP

【 摘 要 】

This article gives an overview on the problems of precision in the results evaluation of the tests carried out in the Northern testing areas. One of the significant features of the facilities under study is that they are limited in quantity. In cases when a facility is taken down, that quantity is normally equal to one. The complexity of modern technological equipment and other circumstances require researchers to take into account and evaluate the potential risks. In order to make the sought-for estimations more precise, ways of improving the test result evaluations algorithms are suggested. In particular, one of the productive methods is the Data Mining technology, which presupposes implementing an intellectual analysis of the data with the aim of extracting useful information from the available database which was attained during the tests and other types of activities. Applying the Data Mining technology is becoming more productive when the scenario analysis is carried out, i.e., the analysis of possible alternative solutions. Another perspective trend is an implementation of an interdisciplinary approach. As a result, researchers are able to carry out a complex evaluation of the test results, which will noticeably increase the value of the given results.