Cross-Lingual Non-Ferrous Metals Related News Recognition Method Based on CNN with A Limited Bi-Lingual Dictionary

To acquire non-ferrous metals related news from different countries’internet,we proposed a cross-lingual non-ferrous metals related news recognition method based on CNN with a limited bilingual dictionary.Firstly,considering the lack of related language resources of non-ferrous metals,we use a limited bilingual dictionary and CCA to learn cross-lingual word vector and to represent news in different languages uniformly.Then,to improve the effect of recognition,we use a variant of the CNN to learn recognition features and construct the recognition model.The experimental results show that our proposed method acquires better results.

Recognition Interactions of Metal-complexing Imprinted Polymer

Molecularly imprinted polymer, exhibiting considerable enantioselectivity for L-mandelic acid, was prepared using metal coordination-chelation interaction. By evaluating the recognition characteristics in the chromatographic mode, the recognition interactions were proposed: specific and nonspecific metal coordination-chelation interaction and hydrophobic interaction were responsible for substrate binding on metal-complexing imprinted polymer; while the selective recognition only came from specific metal coordination-chelation interaction and specific hydrophobic interaction.

An intelligent system for calculating the scale of rational,enlarged production of an underground non-ferrous metal mine

The enlarged production scale of underground non-ferrous metal mines is affected by many uncertain factors difficult to describe mathematically with any level of accuracy.The problem can be solved by a synthesis of artificial intelligence.Based on the analysis of the major factors affecting the scale of enlarged production,we first interpreted in detail the design principles and structure of the intelligent system.Secondly,we introduced an ANN subsystem.In order to ensure technological and scale efficien- cies of the training samples for ANN,we filtrated the samples with a DEA method.Finally,we trained the intelligent system,which was proved to be very efficient.

Optimizing Non-Ferrous Metal Value from MSWI Bottom Ashes

The bottom ashes resulted annually from the incineration of municipal solid waste in Europe contain about 400,000 tonnes of metallic aluminium and 200,000 tonnes of heavy non-ferrous metals, such as copper and zinc. Efficient recovery of this non-ferrous metal resource requires state-of-the-art separation technologies and a continuous feedback of laboratory analyses of the metal products and the depleted bottom ash to the operators of the bottom ash treatment plants. A methodology is presented for the optimization of the production of non-ferrous metal value from Municipal Solid Waste Incinerator bottom ash. Results for an incineration plant in the Netherlands show that efficient recycling can have a significant impact on value recovery as well as on non-ferrous metal recycling rates, producing up to 8% more revenue and 25% more metals from the ash.

Synthesis of a novel calix[4]arene-based fluorescent ionophore and its metal ions recognition properties

A novel fluorescent ionophore derived from calix[4]arene and pyrazoline was designed and synthesized.Its molecular structure was confirmed by ^1H NMR and element analysis.The resulting material shows specific fluorescent behavior toward the Zn^2＋ion among the other divalent metal ions,such as Co^2＋,Ni^2＋,Cu^2＋.The primary results indicate this ionophore material is a potential material for developing efficient fluorescent Zn^2＋ chemosensors.

Preparation and Aqueous Recognition of Metal Complex Imprinted Polymer Using N-vinyl-2-pyrrolidone as Functional Monomer

Using nickel（II） acetate.-2,2＇-dipyridyl complex as template and N-vinyl-2-pyrrolidone （NVP） as coordinate functional monomer,.a new kind of metal-compiexing template molecularly impnnted polymer （MIP） was prepared..The results of equilibri.um binding experiments in. aqueous solution showed that the MIP had higher＇binding capacity for nickel（ II ）-2,2＇-dipyridyl than the non-imprinted polymer with the same chemical composition. Theinfluences of metal ions and pHof solution on the recognition performance of MIP were investigated. The bindingcharacteristics of MIP were evaluated by the Scatchard analysis with one-site and two-site binding equations, respectively. The results on substrate selectivity of imprinted polymer revealed that MIP had better binding affinityfor template among thetested compounds.

Preparation and Microstructural Analysis of Smelting Waste Non-ferrous Metal Slag Geopolymer

The geopolymer samples were prepared with smelting waste slag of non-ferrous metal as the raw material and water glass as the activator. The effect of modulus of water glass and water binder ratio on the compressive strength was studied. The results show that the strength of the geopolymer activated by water glass with modulus of 1.1 and water binder ratio of 0.28 can maintain an increasing trend in the 90 curing days. Through the analyses with XRD, SEM（EDS）, and FTIR, the main reaction products are found to be geopolymer gels, which bond the crystalline minerals to provide strength. The molecular chains of amorphous phase in slag become shorter after depolymerization-polycondensation.

Bayesian decision-based pattern recognition on spectrum signal of metal transfer modes

A software system of pattern recognition on spectrum signal of metal transfer mode has been developed using Visual Basic under Windows environment. On the basis of the coincidence relation between the spectrum signal and metal transfer mode, according to the geometrical pattern feature of the spectrum signal, several key characteristic parameters are extracted. The correspondent recognition function and a minimum distance classifier have been constructed based on Bayesian decision theory. The results show that using this system, the metal transfer mode of MIG, MAG, CO2 welding can be recognized automatically which provides the basis for automatically controlling of the metal gas arc welding metal transfer.

Classified recognition for metal magnetic memory signals of welding defects in API 5L X65 pipeline steel

Feature extraction and selection from signals is a key issue for metal magnetic memory testing technique. In order to realize the classification of metal magnetic memory signals of welding defects, four fractal analysis methods, such as box- counting, detrended fluctuation, minimal cover and rescaled-range analysis, were used to extract the feature signal after the original metal magnet memory signal was de-noising and differential processing, then the Karhunen-Lo^e transformation was adopted as classification tool to identify the defect signals. The result shows that this study can provide an efficient classification method for metal magnetic memory signal of welding defects.

Non-ferrous Metal Industry in Hunan Province

In the last ten years (1982～1991) 2.26 Mt of 10 kinds of nonferrous metals had been pro-duced in Hunan Province. Up to date the mining capacity achieves 6.52 Mt, ore-dressing capacity--7.25 Mt, smelt capacity--334 kt and the processing capacity--113 kt. In 1991 the output of10 kinds of nonferrous metals amounted to 292.8 kt. At present Hunan Province produces alloys,oxides and other compounds for copper, aluminium, lead, zinc, antimony and mercury. Species ofrare-earth metals and its alloys produced in Hunan Province amount to 160 and more. In this

A Brief Introduction to the Rare Earths Research Institute,General Research Institute for Non-Ferrous Metals

The Rare Earths Research Institute(the former Rare Earths Research Laboratory)under the GRINM,the first institute to conduct R&D for rare earths(RE)industry in China,was founded in 1958.The Institutewas mainly engaged in the research work of comprehensive utilization of the mine at Baiyun-ebo,the largest

A Brief Introduction to the Rare Earths Research Institute,General Research Institute for Non-Ferrous Metals

The Rare Earths Research Institute(the former Rare Earths Research Laboratory)under the GRINM,the first institute to conduct R&D for rare earths(RE)industry in China,was founded in 1958.The Institutewas mainly engaged in the research work of comprehensive utilization of the mine at Baiyun-ebo,the largestRE mine in the world,and the ion adsorption type RE mineral in southern China.The ore decomposition,

Series Statistics Data of Non-ferrous Metals of China──Ⅰ Surveying

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Guangyuan Non-ferrous Metal Company

In the city Guangyuan,sited in the north of Sichuan Province,the Guangyuan Non-ferrousMetal Company had been established recently.The city plans to enter the non-ferrous metal indus-try in a list of key enterprises and to develop aluminium,lead and gold mainly.Some middle-scaleenterprices have been established,for example;Wuzhou Aluminium-electrolysis plant,Jialing

China's Non-Ferrous Metals Industry

China’s non-ferrous metals industry has constantly maintained a steady, rapid and healthy development since the reform and opening to the outside world. By the end of 1994, the annual output often kinds of common non-ferrous metals such as copper, aluminium, lead, and zinc had reached 3.701 million tons, a 12.2 percent increase over the previous year; the qualification rate of principal products and the output value rate of good quality products all achieved an increase over the previous year. China has

CHINA NATIONAL NON-FERROUS METAL INDUS- TRIAL CORPORATION

Since its founding in April 1983, the China National Non-ferrous Metal Industrial Corporation has developed into a giant enterprise group engaged in the production of non-ferrous metal mineral products, smelting products, processing products and recovery products, as well as geological prospecting, engineering survey, design, construction, equipment manufacture, the research and development of hi-tech prod-

Strengthening——Foreign Scientific Cooperation in the Non-ferrous Metal Industry

Since the China Non-Ferrous Metal Industry Corporation was founded, it has always adhered to the development principle of "Science and technology are a production force" and "Economic construction must rely on science and technology progress and science and technology must serve economic construction in return" to enhance the reform in the scientific research system. With support from the State and

Non-Ferrous Metals Export Trade

Since the beginning of the 1990s, the China non-ferrous metals export trade has steadily increased, foreign economic and technical cooperation has further expanded and foreign capital utilization and overseas development have achieved new breakthroughs.

National Plan for Non-ferrous Metals Production Fulfilled ahead of Time

Vice president of China National Nonferrous Metals Industries Corporation Mr. WoTingshu said:"The output of 10 kinds of nonferrous metals amounted to 2.45 Mt." This factmean1s that the national plan for nonferrous metals production fulfiled earlier. The 10 kinds ofnonferrous metals are aluminium, magnesium, lead, zinc, copper, tin, nickel, antimony mercuryand titanium.

Development Goals——for the Non-ferrous Metal Industry During the Ninth Five-year Plan

According to the Ninth Five-year Plan and 2010 Long-term Goal Program, the non-ferrous metal industry will focus on revamping and expanding its existing enterprises. Through systematic technical renovation, the industry will expand production capability, increase varieties, improve the recovery of waste metals, and do a good job of