Neural Network based Fault Diagnosis in Analog Electronic Circuit using Polynomial Curve Fitting

نویسندگان
چکیده

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Neural Network based Fault Diagnosis in Analog Electronic Circuit using Polynomial Curve Fitting

Many studies have been presented for the fault diagnosis of electronic analog circuits with worst case fault models using ±50% variation in the parametric values of the components. The study of for parametric fault detection in electronic analog circuits –faults as small as 10% or less was uncovered. The use of the neural network for parametric fault diagnosis in an analog circuit, based upon t...

متن کامل

Analog Circuit Fault Diagnosis Based on Distributed Neural Network

In order to solve the problems caused by large dataset, such as the network scale and the training time, a new method of analog circuit fault diagnosis based on distributed neural network is presented in this paper. The model of distributed neural network is simply introduced. The arithmetic mechanism is depicted in detail and the arithmetic description is given. Simulation results show that th...

متن کامل

Fault Detection in Analog Circuit Using Neural Network

Many studies have been presented for the fault diagnosis of electronic analog circuits. The fault detection using neural network is more efficient than other technique because it has good robustness , strong learning ability and adaptability . neural network need to feed data For initializing the training of neural network.There are the inputs-outputs specified to the neural network. The data f...

متن کامل

Forecasting of Covid-19 cases based on prediction using artificial neural network curve fitting technique

Artificial neural network is considered one of the most efficient methods in processing huge data sets that can be analyzed computationally to reveal patterns, trends, prediction, forecasting etc. It has a great prospective in engineering as well as in medical applications. The present work employs artificial neural network-based curve fitting techniques in prediction and forecasting of the Cov...

متن کامل

Analog Circuit Fault Diagnosis Method Based on Particle Swarm Neural Network

With the combination of particle swarm optimization and neural network, this paper presents a kind of analog circuit fault diagnosis method based on particle swarm neural network. In the training process, the linear decreasing inertia weight particle swarm algorithm optimized BP network’s initial weights and initial threshold, adaptive learning rate and additional momentum BP algorithm adjusted...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: International Journal of Computer Applications

سال: 2013

ISSN: 0975-8887

DOI: 10.5120/10013-5007