An in-place method of forming a database on the technical condition of the internal combustion engine fuel system of technological machines in real time
Year: 2024
Type: article
Abstract: BACKGROUND: The economic component of the effective functioning of technological machines consists in their uninterrupted operation when performing various tasks in such industries as construction, road, agriculture, etc. It is currently possible to take into account the variety of operating conditions of technological machines and constantly changing loading modes by using digital technologies that allow creating an array of databases not only in real time, but also for an individual machine. A relevant task is to create methods for collecting information about the operating modes of the machine, the factors causing changes in the efficiency of operation, the development of algorithms for making decisions about maintaining the working condition of all units and systems of the machine, preventing their failures and non-production downtime of the machine as a whole. OBJECTIVE: Ensuring the effective functioning of a single technological machine by managing the risks of failures, by adjusting the frequency of maintenance and periods of repair-and-restoration activities based on the real-time data on the technical condition and digital processing of decision-making information. METHODS: The nature of changes in the technical condition of units and systems of technological machines in the theory of systems is most often considered as random due to the high probability of uncertainty of factorial influence. It is proposed to consider the problem of failure risk management of system elements and units of technological machines using the basic provisions of the excursion theory. The object of the study is a diesel engine of a technological machine with an example of monitoring the technical condition of the fuel system. RESULTS: The justification of the expediency of performing maintenance and repair-and-restoration activities (MaR) of technological machines as required is presented. The adjustment of the MaR frequency was carried out based on the data of changes in the performance of the machine, in particular the internal combustion engine fuel system. To develop an algorithm for the formation of a data array, typical architectures for collecting and processing information using digital platforms for decision-making on the intensity of parameter changes are used, as an example, oscillograms of pressure changes during the operation of the internal combustion engine fuel system are presented. CONCLUSIONS: A module for diagnosing the technical condition and efficiency of the internal combustion engine of a single technological machine in real time has been developed. It is proposed to introduce an intelligent decision-making system with subsequent transformation into the form of a digital twin of failure risk management and control of the efficiency of the machine for various operating conditions.
Language: English
Subfield: Automotive Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W4406182688