Continuous Constructability Knowledge Acquisition with Fuzzy Knowledge-based Failure Mode and Effects Analysis
نویسندگان
چکیده
Constructability analysis and the resulting adjustments in facility design have a significant potential in improving cost effectiveness of construction projects. However, traditional constructability knowledge acquisition techniques are the key barrier to successful constructability improvement. A new approach to automated constructability lessons-learned documentation and constructability analysis is presented, building upon elements of constructability analysis and improvement programs and ISO Document Systems techniques developed. The paper describes an original solution to continuous constructability knowledge acquisition based on such an approach, combining Failure Mode and Effects Analysis (FMEA) with fuzzy knowledge-based systems. The framework and implementation process of this solution is presented in detail and illustrated on an example construction project. It is concluded that FMEA combined with fuzzy knowledge-based systems provides systematic approach for acquiring structured and reusable constructability knowledge useful for automated constructability analysis.
منابع مشابه
Ontological foundations for agent support in constructability assessment of steel structures—a case study
Ontologies are the foundation on which knowledge-intensive problem solvers depend. Ontologies encapsulate domain concepts, tasks, problem-solving knowledge, and methods. This paper reports on a research project on ontology development for constructability assessment in steel frame structures. It discusses the conceptualisation and formal knowledge representation for the problem domain. The resu...
متن کاملEvaluation of Failure Causes in Employing Hospital Information Systems
Today, the information systems play a critical role in business for each organization. Like other organizations, hospitals use information systems for data collection, data storage, data processing and the like to have long-term and short-term achievements. Despite the very benefits of implementing HIS and its costly implementation, the HIS project sometimes fails. The importance of the HIS fai...
متن کاملFactors affecting the acquisition of expert tacit knowledge Case study: Delivery time in twin pregnancy
This paper discovers the necessary variables need for creating models for tacit knowledge acquisition, especially in medical care services. The case studied here, was knowledge of diagnosing and time of delivery in twin pregnancy with nuchal translucency screening. This paper covers the empirical work undertaken on semi-structured interview based on thematic analysis. With regard of theoretical...
متن کاملA New Algorithm for Optimization of Fuzzy Decision Tree in Data Mining
Decision-tree algorithms provide one of the most popular methodologies for symbolic knowledge acquisition. The resulting knowledge, a symbolic decision tree along with a simple inference mechanism, has been praised for comprehensibility. The most comprehensible decision trees have been designed for perfect symbolic data. Classical crisp decision trees (DT) are widely applied to classification t...
متن کاملDesign Software Failure Mode and Effect Analysis using Fuzzy TOPSIS Based on Fuzzy Entropy
One of the key pillars of any operating system is its proper software performance. Software failure can have dangerous effects and consequences and can lead to adverse and undesirable events in the design or use phases. The goal of this study is to identify and evaluate the most significant software risks based on the FMEA indices with respect to reduce the risk level by means of experts’ opini...
متن کامل