Predictable Maintenance: A Bayesian Network-based Model
نویسندگان
چکیده
Industries' increasing progress and complexity has made maintenance repair tasks very challenging, complex, time-consuming. Maintenance is one of the important sectors in several industries, improvement this sector can have excellent results. This paper develops a new prediction model based on Bayesian networks (BN) capabilities. The models include variables that experts determine their influence each other's-called conditional probability tables-which are learned from historical data. implemented an automobile department case study to show its performance. evaluated through sensitivity analysis, results proficiency proposal mode.
منابع مشابه
A Model for Tax Evasion Forcasting based on ID3 Algorithm and Bayesian Network
Nowadays, knowledge is a valuable and strategic source as well as an asset for evaluation and forecasting. Presenting these strategies in discovering corporate tax evasion has become an important topic today and various solutions have been proposed. In the past, various approaches to identify tax evasion and the like have been presented, but these methods have not been very accurate and the ove...
متن کاملBayesian Network-Based Trust Model
In this paper, we propose a Bayesian network-based trust model. Since trust is multi-faceted, even in the same context, agents still need to develop differentiated trust in different aspects of other agents’ behaviors. The agent’s needs are different in different situations. Depending on the situation, an agent may need to consider its trust in a specific aspect of another agent’s capability or...
متن کاملA New Mathematical Model for a Multi-product Supply Chain Network with a Preventive Maintenance Policy
The supply chain network design (SCND) implicates decision-making at a strategic level and makes it possible to create an effective and helpful context for managing. The aim of the network is to minimize the total cost so that customer's demands should be met. Preventive maintenance is pre-determined work performed to a schedule with the aim of preventing the wear and tear or sudden failure of ...
متن کاملBayesian Network for Decision Aid in Maintenance
Most companies register a large quantity of information in their maintenance data bases, but this is often poorly exploited. An efficient valorization of a maintenance history can improve future maintenance strategies. In maintenance optimisation, four general types of maintenance strategies are taken into account such as: a) corrective, b) preventive, c) predictive, and d) reliability centered...
متن کاملA Bayesian Network Model of Knowledge-Based Authentication
In this paper, we adapt a statistical modeling approach to the problem of knowledgebased authentication (KBA). The study consists of three parts, namely, model selection, feature selection, and empirical investigation. First, a nonparametric Bayesian network model of KBA is presented, which is grounded in probabilistic reasoning and information theory. Second, we propose an approach to feature ...
متن کاملذخیره 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 reliability, risk and safety: theory and application
سال: 2023
ISSN: ['2676-3346']
DOI: https://doi.org/10.30699/ijrrs.5.2.10