TIGER: Knowledge Based Gas Turbine Condition Monitoring
نویسندگان
چکیده
Given the critical nature of gas turbines in most industrial plants, their availability is of prime importance. Associated maintenance costs can also be extremely high and hence, it is a high priority to find ways of reducing maintenance costs and increasing the availability of the gas turbine. Routine preventative maintenance techniques have been used for many years to minimise major problems by routinely checking and taking care of small problems. This has produced some good results, but it is desirable to do even better.
منابع مشابه
Neural network condition monitoring of a turbine flowmeter
A novel neural-network based technique is described for the remote condition-monitoring of an in-service gas-turbine flowmeter. The method uses a C language implementation of a modified multi-layer perceptron (MLP) neural networks, which enables detection of the accumulation of contaminating material on the rotor blades that could lead to changes in meter-factor and loss of calibration.
متن کاملWind Turbine Drivetrain Condition Monitoring - An Overview
Wind energy is presently the fastest growing renewable energy source in the world. However, the industry still experiences premature turbine component failures, which lead to increased operation and maintenance (O&M) costs and subsequently, increased cost of energy (COE). To make wind power more competitive, it is necessary to reduce turbine downtime and increase reliability. Condition monitori...
متن کاملClosed Loop Nonlinear System Identification Applied to Gas Turbine Analytics
Intelligent engine condition monitoring and early fault detection is becoming a necessity for modern gas turbines to achieve availability and reliability requirements. Degradation or failure of critical control components, such as the fuel metering valves, negatively affects both reliability and safety. Modelbased approaches for analytics and condition monitoring show great promise with advance...
متن کاملDevelopment, Implementation and Validation of a Vibration Expert System for Gas Turbine Engines
With the adoption of a condition based maintenance philosophy, a major gas turbine engine manufacturer has initiated a project to develop and implement an Expert Diagnostic System (EDS) to supplement its automated machinery vibration condition assessment program. The goal of this work is to enhance operational readiness, to promote maintenance self-sufficiency and to reduce overall life-cycle c...
متن کاملVibration and Operation Technical Consideration before Field Balance of Gas Turbine Utilities (In Iran Power Plants SIEMENS V94.2 Gas Turbines)
One of the most challenging times in operation of big industrial plant or utilities is the time that alert lamp of Bently Nevada connection in main board substation turn on and show the alert condition of machine. All of the maintenance groups usually make a lot of discussion with operation and together rather this alert signal is real or fake. This will be more challenging when condition monit...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- AI Commun.
دوره 9 شماره
صفحات -
تاریخ انتشار 1996