Интеллектуальное управление транспортными средствами: стандарты, проекты, реализации
The article deals with the problems of automation of management accounting in the automotive sector of medium and large enterprises, the principles of organization of electronic document circulation in the automotive sector.
The article describes the principles of operation of computerized management information systems, management accounting, problems of building of system for management decision-making supporting for companies that have their own car park.
The article discussed in detail the question of the place of management information system of automotive sector in the corporate information environment of the enterprise, its interaction with other systems to support business processes of transport service.
The author gives a detailed list of the main business processes of the transport department of the company, which should provide automated information management system. Considerable attention is paid to the mechanism of formation of key performance indicators (KPI) of the transport department of the company and the building of balanced scorecard system, which establishes a causal link between the objectives and indicators, as well as takes into account interdependence of various indicators.
The author gives examples of key performance indicators, which reflect the efficiency of the transport service departments of the enterprise and the overall management of the transport service. The article provides an analysis of specific software solutions offered by Russian venders of corporate software, as well as a detailed description of the two software packages.
The author proposes to significantly extend the functionality of the automated system of management accounting in the automotive sector of enterprise, adding advanced subsystem of system of maintenance and repair of autos. Such subsystem should comprise preventative maintenance based on condition monitoring and prevent equipment failures.
A model for organizing cargo transportation between two node stations connected by a railway line which contains a certain number of intermediate stations is considered. The movement of cargo is in one direction. Such a situation may occur, for example, if one of the node stations is located in a region which produce raw material for manufacturing industry located in another region, and there is another node station. The organization of freight traﬃc is performed by means of a number of technologies. These technologies determine the rules for taking on cargo at the initial node station, the rules of interaction between neighboring stations, as well as the rule of distribution of cargo to the ﬁnal node stations. The process of cargo transportation is followed by the set rule of control. For such a model, one must determine possible modes of cargo transportation and describe their properties. This model is described by a ﬁnite-dimensional system of diﬀerential equations with nonlocal linear restrictions. The class of the solution satisfying nonlocal linear restrictions is extremely narrow. It results in the need for the “correct” extension of solutions of a system of diﬀerential equations to a class of quasi-solutions having the distinctive feature of gaps in a countable number of points. It was possible numerically using the Runge–Kutta method of the fourth order to build these quasi-solutions and determine their rate of growth. Let us note that in the technical plan the main complexity consisted in obtaining quasi-solutions satisfying the nonlocal linear restrictions. Furthermore, we investigated the dependence of quasi-solutions and, in particular, sizes of gaps (jumps) of solutions on a number of parameters of the model characterizing a rule of control, technologies for transportation of cargo and intensity of giving of cargo on a node station.
Event logs collected by modern information and technical systems usually contain enough data for automated process models discovery. A variety of algorithms was developed for process models discovery, conformance checking, log to model alignment, comparison of process models, etc., nevertheless a quick analysis of ad-hoc selected parts of a journal still have not get a full-fledged implementation. This paper describes an ROLAP-based method of multidimensional event logs storage for process mining. The result of the analysis of the journal is visualized as directed graph representing the union of all possible event sequences, ranked by their occurrence probability. Our implementation allows the analyst to discover process models for sublogs defined by ad-hoc selection of criteria and value of occurrence probability
Existing approaches suggest that IT strategy should be a reflection of business strategy. However, actually organisations do not often follow business strategy even if it is formally declared. In these conditions, IT strategy can be viewed not as a plan, but as an organisational shared view on the role of information systems. This approach generally reflects only a top-down perspective of IT strategy. So, it can be supplemented by a strategic behaviour pattern (i.e., more or less standard response to a changes that is formed as result of previous experience) to implement bottom-up approach. Two components that can help to establish effective reaction regarding new initiatives in IT are proposed here: model of IT-related decision making, and efficiency measurement metric to estimate maturity of business processes and appropriate IT. Usage of proposed tools is demonstrated in practical cases.