ARTÍCULO
TITULO

Estimating the failure probability of an instrument transformer cell in the high voltage distributing device using an expert-statistical method

Serhii Domoroshchyn    
Alexandr Sakhno    

Resumen

The approach has been developed to determining the numerical value of a failure probability and to forecasting the resource of an instrument transformer cell at the time of observation. Underlying a given approach is the control over the main parameters that affect the technical condition (TC) of an instrument transformer cell in the distributing device of high voltage (DDHV). To determine a TC of the devices, a mathematical method of fuzzy modeling has been applied, which makes it possible to integrate the diagnostic parameters that are different in their nature. Building a fuzzy model involved the experience of experts in the relevant industry.The relevance of the development of a given approach is predetermined by the functional importance of a current transformer. Its performance affects the accuracy of triggering the relay protection devices, as well as the accounting of electrical energy. Precise accounting of electric energy implies minimizing its losses and shows the path to energy savings. A special feature of this approach is that it takes into consideration the influence of TC of each piece of cell equipment on the probability of its failure in general. To account for the factors of random disturbances, an expert fuzzy model is refined by the probabilistic-statistical method.An example of the DDHV instrument transformer cell in an electric-energy system has been used to substantiate the advantage of a given approach over the existing methods to control the technical condition of electrical equipment. The error in predicting the cell resource based on one parameter (thermal imaging examination) was ?f(D-02)=1?QD-02=0.364, or 36.4 %. When applying an expert-statistical model for determining the probability of a cell failure, the error was ?f(D-02)=1?Qapost=0.034, or 3.4 %. The application of a given approach has produced a more reliable estimate of the probability of cell failure.Implementing the developed approach in the field of electrical equipment diagnosing could improve the reliability level of forecasting results. The constructed model could be applied in the automated systems that diagnose "on-line" the DDHV electric devices

 Artículos similares

       
 
Giovanni Ceccarelli, Guido Cantelmo, Marialisa Nigro and Constantinos Antoniou    
In bike-sharing systems, the inventory level is defined as the daily number of bicycles required to optimally meet the demand. Estimating these values is a major challenge for bike-sharing operators, as biased inventory levels lead to a reduced quality o... ver más
Revista: Algorithms

 
Tae-Yong Park, Jae-Hyeon Park and Hyun-Ung Oh    
Steinberg?s theory, which is based on the fatigue failure theory, has been widely used for predicting the structural safety of solder joints in aerospace electronic units under vibration during launches. However, theoretical limitations are encountered w... ver más
Revista: Aerospace

 
Mateusz Oszczypala, Jaroslaw Ziólkowski and Jerzy Malachowski    
The paper proposes a methodology of reliability testing as applied to vehicles used in military transport systems. After estimating the value of the reliability function using the Kaplan?Meier estimator, reliability models were developed and analysed. Th... ver más
Revista: Applied Sciences

 
Dooyoul Lee, Hwanjeong Cho, Min-Saeng Kim and Kybeom Kwon    
Airborne self-collisions occur primarily in military aircraft because of external stores and are frequently experienced by personnel operating these aircraft. In most cases, objects causing self-collisions are irregularly shaped and unstable. Consequentl... ver más
Revista: Aerospace

 
Luiz Antonio Miotti, Carlos Loch     Pág. e48912
This study addresses Property Value Map updating, specifically when it comes to the absence of methods that allows for efficiency, agility and transparency in estimating property value in Brazilian municipalities. In many cities, the Property Value Map i... ver más