Information Fusion for Simulation Based Decision Support in Manufacturing
نویسندگان
چکیده
Robust and informed decisions are important for the efficient and effective operation of installed production facilities. The paper discusses information fusion and situations for decision making, as well as the use of manufacturing resource simulation for design/configuration, operational planning & scheduling, and service & maintenance. A generic model for information fusion is presented, which is extended to incorporate modeling & simulation, and active databases.
منابع مشابه
A novel ranking method for intuitionistic fuzzy set based on information fusion and application to threat assessment
A novel ranking method based on multi-time information fusion is proposed for intuitionistic fuzzy sets (IFSs) and applied to the threat assessment problem, a multi-attribute decision making (MADM) one. This method integrates a designed intuitionistic fuzzy entropy (IFE), the closeness degree of technique for order preference by similarity to ideal solution (TOPSIS), the decision maker¡¯s (DM¡¯...
متن کاملRFID-based decision support within maintenance management of urban tunnel systems
Efficiently, tracking information related to components, materials and equipment from the production/construction phase to operation and maintenance is a challenge in the industries. The industry environment is a natural fit for generating and utilizing instance-level data for decision support. Advanced electronic identification and data storage technologies e.g. radio frequency identification ...
متن کاملRFID-based decision support within maintenance management of urban tunnel systems
Efficiently, tracking information related to components, materials and equipment from the production/construction phase to operation and maintenance is a challenge in the industries. The industry environment is a natural fit for generating and utilizing instance-level data for decision support. Advanced electronic identification and data storage technologies e.g. radio frequency identification ...
متن کاملUncertainty Measurement for Ultrasonic Sensor Fusion Using Generalized Aggregated Uncertainty Measure 1
In this paper, target differentiation based on pattern of data which are obtained by a set of two ultrasonic sensors is considered. A neural network based target classifier is applied to these data to categorize the data of each sensor. Then the results are fused together by Dempster–Shafer theory (DST) and Dezert–Smarandache theory (DSmT) to make final decision. The Generalized Aggregated Unce...
متن کاملDesign and Evaluation of a Business Information Visualization System for Manufacturing Production Planning Support
In most management domains, problem-solving and decision-making are overwhelming because of the high volume of complicated data, the multiple complex relationships among data, the negotiability of the constraints, the changing environment, and time pressure. Most existing computer systems, such as expert systems, decision support systems, and simulation systems, have built-in functionalities an...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2005