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The work considers the elliptic component analysis that is suggested as the basis for an automated solution support system for blast-furnace process based on modern smart technologies in order to increase efficiency and decrease coke consumption within the current process procedure. In general, the approach addressed in the present work is based on a system agreement of contradictive private data...
Based on the analysis of influence factors of sustainable competitiveness in the regional manufacturing SMEs, the article establishes the evaluation index system of sustainable competitiveness of regional manufacturing SMEs. Empirical research on sustainable competitiveness of manufacturing SMEs of 30 provinces has been done by collecting statistical data of 30 provinces and using principal component...
The ability to predict end-of-line electrical properties of wafer in semiconductor manufacturing processes is critical to developing and maintaining a high yield. However, this is difficult because an advanced wafer manufacturing process consists of 300-400 steps, and in-line metrology data is only available for a few steps and for infrequently sampled wafers. Although a large amount of equipment...
The paper builds a set of growth index system of Chinese listed small and medium manufacturing enterprises (SMEs), and conducts empirical research applying the improved principal component projection method. Then we obtains the following conclusions: (1) the listed manufacturing SMEs are mainly made up by labor-intensive enterprises, (2) the listed manufacturing SMEs are generally experiencing the...
With the big and complete enterprise disintegrating gradually In the market competition of global economy integration, the relation among enterprises present the obvious network tendency day by day, supply chain management (SCM)obtain universal application in the Manufacturing enterprises, becomes one kind of new management pattern. Now enterprises come to realize that effective supply chain management,...
With the theory of green manufacturing technologies and applications continue to mature, many green manufacturing enterprises focus on establishing an effective method of comprehensive evaluation. In accordance with the objectives of traditional manufacturing industries, as well as five decision-making objectives of green manufacturing (time, quality, resources, costs, environment), 5 first level...
The remuneration incentives and the indexes of their effect measurement for the managers of the State-Owned Enterprises (SOE) are systematically designed in this paper, and the descriptive statistic analysis is made of the empirical samples. The principal component analysis and the cluster analysis are used to carry out the dimension reduction and weight assignment of the index structure vectors of...
At present, there is no complete and commonly used assessment system or comprehensive evaluation method of manufacturing enterprise informatization in our country, though some research have been done on enterprise informatization. In this paper, firstly, the assessment system of manufacturing enterprise informatization is proposed; then, taking the manufacturing enterprises in Tianjin for example,...
Innovation is the power and the headspring of industrial development, so how to evaluate the industrial technology innovative ability more accurate and prompt is a key question of the economic development. Now the evaluation method probably includes: AHP methodology, fuzzy comprehensive evaluation, and so on. But these methods have strong subjectivity, and the fuzzy comprehensive evaluation method...
The paper proposed a new thought that a multi-agent organization model was designed, which based on cooperative design system network framework and workflow. The system workflow and system architecture were presented. The ant colony optimization (ACO) method which was improved by Bayes was applied to the partner selection. And the principal component analysis (PCA) method was used to evaluate the...
Equipment manufacturing industry (EMI) is one of the strategic industries of national economy. Its full development is a precondition for the fulfillment of industrialization, an important index to evaluate the comprehensive competitiveness of a nation, and a key factor to determine a statepsilas status in the international division of labor. To countries, EMI is one of the leading industries, which...
Partners selection and evaluation is one of the most vital actions of companies in a product design chain. Moreover, decision support is an important part of cooperative design. Selecting the right partner is the assurance of cooperative design. In order to improve reliability and scientificalness, a method of partner evaluation based on BP neural network and PCA is presented. An evaluation index...
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