Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296)最新文献_第2页

Practical neural network applications in the mining industry 神经网络在采矿业中的实际应用

Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296) Pub Date : 1999-07-10 DOI: 10.1109/IPMM.1999.791515

L. Miller-Tait, R. Pakalnis

引用次数: 2

Hybrid simulation objects using fuzzy set theory for simulation of innovative process chains 基于模糊集理论的混合仿真对象创新工艺链仿真

Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296) Pub Date : 1999-07-10 DOI: 10.1109/IPMM.1999.792563

T. Menzel, M. Geiger

引用次数: 5

Relationship between groove cross-sectional area per pulse of YAG laser and strength of processing sound YAG激光每脉冲槽横截面积与加工声强度的关系

Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296) Pub Date : 1999-07-10 DOI: 10.1109/IPMM.1999.792481

T. Kurita, T. Ono, T. Nakai, N. Morita

引用次数: 0

Neural network-based resistance spot welding control and quality prediction 基于神经网络的电阻点焊控制与质量预测

Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296) Pub Date : 1999-07-10 DOI: 10.1109/IPMM.1999.791516

Nenad Ivezic, John D. Allen, Thomas Zacharia

{"title":"Neural network-based resistance spot welding control and quality prediction","authors":"Nenad Ivezic, John D. Allen, Thomas Zacharia","doi":"10.1109/IPMM.1999.791516","DOIUrl":"https://doi.org/10.1109/IPMM.1999.791516","url":null,"abstract":"This paper describes the development and evaluation of neural network-based systems for industrial resistance spot welding process control and weld quality assessment. The developed systems utilize recurrent neural networks for process control and both recurrent networks and static networks for quality prediction. The first section describes a system capable of both welding process control and real-time weld quality assessment. The second describes the development and evaluation of a static neural network-based weld quality assessment system that relied on experimental design to limit the influence of environmental variability. Relevant data analysis methods are also discussed. The weld classifier resulting from the analysis successfully balances predictive power and simplicity of interpretation. The results presented for both systems demonstrate clearly that neural networks can be employed to address two significant problems common to the resistance spot welding industry, control of the process itself, and nondestructive determination of resulting weld quality.","PeriodicalId":194215,"journal":{"name":"Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1999-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115063410","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 28

Intelligent design methods for smart materials 智能材料的智能设计方法

Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296) Pub Date : 1999-07-10 DOI: 10.1109/IPMM.1999.791519

M. Fathi-Torbaghan, L. Hildebrand

引用次数: 2

Team scheduling by genetic search 基于基因搜索的团队调度

Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296) Pub Date : 1999-07-10 DOI: 10.1109/IPMM.1999.791495

Tiehua Zhang, William A. GruveP, Michael H. Smith

引用次数: 53

Dynamic reconfiguration of holonic lower level control 全息底层控制的动态重构

Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296) Pub Date : 1999-07-10 DOI: 10.1109/IPMM.1999.791502

Xiaokun Zhang, D. Norrie

引用次数: 15

Artificial neural networks (ANN) as simulators and emulators-an analytical overview 人工神经网络(ANN)作为模拟器和仿真器的分析综述

Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296) Pub Date : 1999-07-10 DOI: 10.1109/IPMM.1999.791476

G. M. Nicoletti

{"title":"Artificial neural networks (ANN) as simulators and emulators-an analytical overview","authors":"G. M. Nicoletti","doi":"10.1109/IPMM.1999.791476","DOIUrl":"https://doi.org/10.1109/IPMM.1999.791476","url":null,"abstract":"Because of their ability to exploit the tolerance for imprecision and uncertainty in real-world problems, and their robustness and parallelism, artificial neural networks (ANNs) and their techniques have become increasingly important for modeling and optimization in many areas of science and engineering. As a consequence, the market is flooded with new, increasingly technical software and hardware products. This paper presents an analytical overview of the most popular ANNs, both in hardware and software modes. After an overview of ANN, the paper discusses global optimization for ANN training, and the NOVEL hybrid method is presented and its performance is discussed. The paper then discusses the techniques and means for parallelizing neurosimulations of ANNs, both at a high programming level and at a low hardware-emulation level. It then presents vector microprocessor architectures and the Spert II fixed-point system as applied to multimedia and human-machine interface. Finally, it introduces the most recently explored concept of cellular neural networks (CNN), its performance and operation are analyzed. Conclusions and recommendations conclude the paper.","PeriodicalId":194215,"journal":{"name":"Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1999-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116810086","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Computer-aided integrated design for injection molding 计算机辅助注塑成型集成设计

Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296) Pub Date : 1999-07-10 DOI: 10.1109/IPMM.1999.791527

Y. Chen, C. Ho, R. Lee

引用次数: 0

Development of an integrated system for designing steelmaking aim compositions 炼钢靶材设计集成系统的开发

Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296) Pub Date : 1999-07-10 DOI: 10.1109/IPMM.1999.792459

P. Manohar, S. S. Shivathaya, M. Ferry, T. Chandra

{"title":"Development of an integrated system for designing steelmaking aim compositions","authors":"P. Manohar, S. S. Shivathaya, M. Ferry, T. Chandra","doi":"10.1109/IPMM.1999.792459","DOIUrl":"https://doi.org/10.1109/IPMM.1999.792459","url":null,"abstract":"A new integrated approach is proposed in this paper to generate and evaluate the alternative steelmaking aim compositions which not only meet the customer requirements but also suit the established rolling schedules. The methodology developed is based on hybrid approach combining knowledge-bases as well as mathematical modelling and is applicable for C-Mn steel grades. The system consists of two modules. The first module utilises various empirical models for the relationship between mechanical properties and the elements in steelmaking aim compositions, along with knowledge bases containing expert and heuristic knowledge of expert metallurgists to generate a list of alternative steelmaking aim compositions. The second module uses the output of the first module and computes the microstructural evolution during processing depending on steel composition and known processing conditions such as strain, strain rate, temperature, interpass time and plate cooling rate. Calculated values of the metallurgical parameters are then used to estimate the achievable mechanical properties in the final hot rolled product using knowledge-bases. System output is expected to assist product development metallurgists in the selection of appropriate steelmaking aim compositions for any combination of property specifications required by the customer.","PeriodicalId":194215,"journal":{"name":"Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1999-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114662118","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0