Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296)最新文献_第9页

Inductive learning for optimization of simulation model output 归纳学习优化仿真模型输出

Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296) Pub Date : 1999-07-01 DOI: 10.1109/IPMM.1999.792488

R. Barton, H. Szczerbicka

引用次数: 1

A fuzzy design evaluation based on Taguchi quality approach 基于田口质量法的模糊设计评价

Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296) Pub Date : 1999-07-01 DOI: 10.1109/IPMM.1999.792471

A. Donnarumma, N. Cappetti, M. Pappalardo, E. Santoro

引用次数: 5

Image analysis and vision systems for processing plants 加工厂的图像分析和视觉系统

Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296) Pub Date : 1999-07-01 DOI: 10.1109/IPMM.1999.792448

A. Niemi, H. Hyotyniemi, R. Ylinen

引用次数: 7

Intelligold-an expert system for gold plant process design 智能——一个金矿工艺设计专家系统

Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296) Pub Date : 1999-07-01 DOI: 10.1109/IPMM.1999.792500

V. M. Torres, A. Chaves, J. Meech

{"title":"Intelligold-an expert system for gold plant process design","authors":"V. M. Torres, A. Chaves, J. Meech","doi":"10.1109/IPMM.1999.792500","DOIUrl":"https://doi.org/10.1109/IPMM.1999.792500","url":null,"abstract":"Gold mining projects are a rare opportunity in the minerals industry. They require relatively small capital and give high profitability and fast return on investment compared with other mineral projects. To expand or maintain gold production, continuous development of new deposits and fast implementation of new mining sites are needed. Process design is one of the major issues. As simple and easily extractable ores are almost all exhausted, there is a need for a consistent approach to deal with increasing complexity and decreasing or stagnant gold prices. Process design must consider ore genesis, mineralogical characteristics, ore behaviour in available metallurgical processes, linkage with the mining method, environmental impact, and economic issues. The type of work and environment involved makes this application ideal for using AI tools such as expert systems, fuzzy logic and neural networks. This paper presents Intelligold, an expert system for project development teams to use at the preliminary evaluation and conceptual project stages. Information and knowledge from geology/mineralogy, processing and economics are organized, and recommendations on process options and estimated costs and revenue are given. The knowledge building method is described, together with implementation and verification. Success in building this system suggests application to other ores such as copper and complex base metals.","PeriodicalId":194215,"journal":{"name":"Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1999-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123806882","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

Modulus genetic algorithm and its application to fuzzy system optimization 模遗传算法及其在模糊系统优化中的应用

Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296) Pub Date : 1999-07-01 DOI: 10.1109/IPMM.1999.792573

Sinn-Cheng Lin

引用次数: 1

A SCADA-based expert system to provide delay strategies for a steel billet reheat furnace 基于scada的钢坯加热炉延迟策略专家系统

Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296) Pub Date : 1999-07-01 DOI: 10.1109/IPMM.1999.792460

C. Mui, E. Osinski, J. Meech, P. Barr

引用次数: 7

Designing in many-valued logic 多值逻辑设计

Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296) Pub Date : 1999-07-01 DOI: 10.1109/IPMM.1999.792570

Antonio Donnarumma, Michele Pappalardo

引用次数: 2

A fundamental study of incremental deep drawing process 增量拉深工艺的基础研究

Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296) Pub Date : 1999-07-01 DOI: 10.1109/IPMM.1999.792540

S. Shima, H. Kotera, K. Kamitani

引用次数: 2

A study of mechanical properties of multi-layered thin films [for MEMS] MEMS用多层薄膜的力学性能研究

Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296) Pub Date : 1999-07-01 DOI: 10.1109/IPMM.1999.792477

T. Hirasawa, H. Kotera, S. Tawa, S. Shima

引用次数: 0

Application of a neural network to speed up a mathematical model to calculate strip profiles in flat rolling 应用神经网络加速数学模型计算扁轧带钢轮廓

Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296) Pub Date : 1999-07-01 DOI: 10.1109/IPMM.1999.792539

Y. Shigaki, H. Helman

{"title":"Application of a neural network to speed up a mathematical model to calculate strip profiles in flat rolling","authors":"Y. Shigaki, H. Helman","doi":"10.1109/IPMM.1999.792539","DOIUrl":"https://doi.org/10.1109/IPMM.1999.792539","url":null,"abstract":"Since the sixties, innumerable mathematical models have been developed to simulate flat rolling, specifically, to determine its width-wise profile. Among these, Pawelski, Rasp and others have developed a precise model that accounts for the influence of bending, shearing and flattening of the rolls which are crucial to calculate emergent strip-profiles accurately. This method divides the strip and roll into many stripes, assuming a plane-strain state. For each stripe of the roll and strip, the load and deformation respectively are calculated using an analytical approach. The effects of bending, shearing and flattening are considered through influence coefficients on the rolls. Though good agreement is achieved between the results of this method and those obtained by experience, the program run-time is so large that it must be considered an off-line system. Since the program works iteratively, and since calculation of the influence coefficient matrix for flattening is time-consuming as it must be updated nearly every iteration, improvement in program speed can be achieved by substituting a trained neural network, working as an equal partner in the entire mathematical model. The neural network can be trained in the inverse direction, making possible very fast \"inversion\" of the flattening matrix. This combined model has better acceptance since it doesn't appear as a black box, i.e., a model based on neural networks only, and so it can be adapted for online process control. Two feedforward neural networks were designed to cope with the problem of calculating flattening and loading: one for load-to-flattening and the second for inversion. A backpropagation learning rule was used. Substantial reduction in processing time is obtained, without loss of precision, since the flattening calculation step is substituted by a simple sum of polynomials with an appropriate activation function.","PeriodicalId":194215,"journal":{"name":"Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296)","volume":"81 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1999-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126371841","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: 1