Development of an intelligent information system of maintenance. The system will possess a modular structure containing both basic tools and functions of maintenance management and modules with advanced analytical methods, and including an adaptive knowledge data-basis. Research and application of models and methods of mathematical reliability analysis, adaptive control and decision under uncertainty, with the aim to achieve high adaptivity and reliability od developed maintenance management system.