A Soar-based Planning Agent for Gas-Turbine Engine Control and Health Management
نویسندگان
چکیده
Intelligent Agent technologies constitute an important stream of research in the Artificial Intelligence community. Their characteristics make them suitable for a variety of applications. In this paper, we investigate the use of Intelligent Agent technology in the field of Gas-Turbine Engine Control and Health Management. We present and test a Planning agent, developed to choose and apply appropriate investigative and reversionary action plans, which are useful to correctly assess and mitigate faults. The agent is based on Soar technology and tests are performed using a previously developed Intelligent Agent architecture. The Planning agent uses a simple FMECA database and results show it is capable of choosing the correct action plans when presented with different failure cases.
منابع مشابه
A distributed Intelligent Agent Architecture for Gas-Turbine Engine Health Management
Control and Health Monitoring of complex systems such as Gas-Turbine Engines can potentially receive great benefits from the use of advanced software technologies. However, techniques such as Intelligent Agents, Neural Networks and Genetic Algorithms are predominately designed to optimally perform specific functions, while the rest of the functionality is better achieved using conventional tech...
متن کاملPerformance analysis a gas turbine cycle equipped with a double acting type stirling engine in a power generating unit
The aim of this study is to investigate the performance of a gas turbine cycle equipped with a Stirling engine from the thermodynamic point of view. In this system, part of the heat loss from the gas turbine is transmitted to a Stirling engine to generate more power. In the proposed system analysis, the governing equations of the hybrid cycle are modeled in MATLAB software and Schmidt and ideal...
متن کاملConstrained Model Predictive Control of Low-power Industrial Gas Turbine
Nowadays, extensive research has been conducted for gas turbine engines control due to growing importance of gas turbine engines for different industries and the need to design a suitable control system for a gas turbine as the heart of the industry. In order to design gas turbine control system, various control variables can be used, but in the meantime, fuel flow inserting into combustion cha...
متن کاملImproved Turbine Engine Hierarchical Modeling and Simulation Based on Engine Fuel Control System
Aircraft engines constitute a complex system, requiring adequate mon-itoring to ensure flight safety and timely maintenance. The best way to achieve this, is modeling the engine. Therefore, in this paper, a suitable mathematical model from engine controller design point of view, for a specific aero turbine engine is proposed by the aid of MATLAB/Simulink software. The model is capable of reduc...
متن کاملDetection of Incipient Bearing Faults in Gas Turbine Engines
Development of robust and highly sensitive algorithms for detecting incipient bearing faults in gas turbine engines will greatly benefit both military and civil aviation through improved aircraft reliability and maintainability. Techniques including advanced vibration analysis and oil debris monitoring have proven effective in laboratory and industrial settings, but factors including poor trans...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2008