SGER: Development of Theory of Chaos Based Machine Tool Monitoring System
SGER: Development of Theory of Chaos Based Machine Tool Monitoring System
批准号:
9223181
负责人:
Soundar Kumara
金额:
$2.5万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
1992
资助国家:
美国
项目状态:
已结题
起止时间:
1992-11-01 至 1994-04-30
中文摘要
本研究的目的是研究混沌理论在机床监控中的适用性,具体参考金属加工过程。这项研究致力于通过混沌理论建立监控的形式化,并将这些形式化与神经网络相结合,以便在车间安装有效、实用的监控系统。研究的重点完全脱离了传感器数据融合在监测中的传统思想。这是一种非常新颖的尝试,它使用一种分析方法来弥合“硬”制造工艺问题和“软”制造信息问题之间的差距,该方法具有作为这两个领域之间的集成元素的巨大潜力。
英文摘要
The objective of this research is to study the applicability of the theory of chaos to machine tools monitoring with specific reference to the metal cutting process. The research strives to develop formalisms for monitoring via the theory of chaos and integrate these formalisms with neural networks so that effective, practical monitoring systems can be installed on the shop floor. The focus of the research is completely tangential to the conventional thinking on sensor data fusion in monitoring. It is a very novel attempt to bridge the gap between "hard" manufacturing process issues and "soft" manufacturing information issues using an analytical approach with great potential for serving as an integration element between these two domains.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
I-Corps: Artificial Intelligence (AI)-Based Sensing and Data Efficient Sampling, Transmission, Storage, Analysis and Cloud Computing
-
批准号:2235121
-
项目类别:Standard Grant
-
资助金额:$5.0万
-
财政年份:2022
-
负责人:Soundar Kumara
-
依托单位:
Risk Management of Supply Chain Networks with Dependent Disruptions
-
批准号:1000183
-
项目类别:Standard Grant
-
资助金额:$34.5万
-
财政年份:2010
-
负责人:Soundar Kumara
-
依托单位:
SGER: Robust Optimal Real-Time Control of Multiproduct Supply Chains
-
批准号:0838906
-
项目类别:Standard Grant
-
资助金额:$18.0万
-
财政年份:2008
-
负责人:Soundar Kumara
-
依托单位:
SGER: Design and Analysis of Large Scale Complex Networks
-
批准号:0537992
-
项目类别:Standard Grant
-
资助金额:$0.0万
-
财政年份:2005
-
负责人:Soundar Kumara
-
依托单位:
SST/Collaborative Research: Self-Supporting Wireless Sensor Networks for In-Process and In-Service Integrity Monitoring Using High Energy-Harvesting Nonlinear Modeling Principles
-
批准号:0427840
-
项目类别:Standard Grant
-
资助金额:$19.67万
-
财政年份:2004
-
负责人:Soundar Kumara
-
依托单位:
Scalable Enterprise Systems: Procurement Problem Solving Modeling in Futuristic Enterprise Supply Chains Using Multi-Agents, Stochastic Programming and Game Theory
-
批准号:0075584
-
项目类别:Standard Grant
-
资助金额:$9.36万
-
财政年份:2000
-
负责人:Soundar Kumara
-
依托单位:
First Workshop on Real-World Problem Solving and Decision Making in Design and Manufacturing - in Tokyo, Japan
-
批准号:9634355
-
项目类别:Standard Grant
-
资助金额:$1.5万
-
财政年份:1996
-
负责人:Soundar Kumara
-
依托单位:
Modeling and Development of Flexible Manufacturing Systems (FMS) Control Systems Using Extended Moore Machine Network (EMMN) Model
-
批准号:9301690
-
项目类别:Continuing Grant
-
资助金额:$10.24万
-
财政年份:1993
-
负责人:Soundar Kumara
-
依托单位:
Engineering Research Equipment Grant: Qualitative Reasoningin Manufacturing Process Diagnostics and Control
-
批准号:8906328
-
项目类别:Standard Grant
-
资助金额:$2.56万
-
财政年份:1989
-
负责人:Soundar Kumara
-
依托单位:
国内基金
海外基金
水稻边界发育缺陷突变体abnormal boundary development(abd)的基因克隆与功能分析
-
批准号:32070202
-
项目类别:面上项目
-
资助金额:58.0万元
-
批准年份:2020
-
负责人:汪泉
-
依托单位:
Development of a Linear Stochastic Model for Wind Field Reconstruction from Limited Measurement Data
-
批准号:--
-
项目类别:--
-
资助金额:40万元
-
批准年份:2020
-
负责人:Vikrant Gupta
-
依托单位: