Soft Computing of Biochemical Oxygen Demand Using an Improved T–S Fuzzy Neural Network

It is difficult to measure the online values of biochemical oxygen demand(BOD) due to the characteristics of nonlinear dynamics, large lag and uncertainty in wastewater treatment process. In this paper, based on the knowledge representation ability and learning capability, an improved T–S fuzzy neural network(TSFNN) is introduced to predict BOD values by the soft computing method. In this improved TSFNN, a K-means clustering is used to initialize the structure of TSFNN, including the number of fuzzy rules and parameters of membership function. For training TSFNN, a gradient descent method with the momentum item is used to adjust antecedent parameters and consequent parameters. This improved TSFNN is applied to predict the BOD values in effluent of the wastewater treatment process. The simulation results show that the TSFNN with K-means clustering algorithm can measure the BOD values accurately. The algorithm presents better approximation performance than some other methods.

Cotton's Water Demand and Water-Saving Benefits under Drip Irrigation with Plastic Film Mulch

The primary purpose of this research was to give suitable irrigation program according to the growth period and water requirement.A cotton field experiment with mulched drip irrigation was conducted at the National Field Observation and Research Station for Oasis Farmland Ecosystem in Aksu of Xinjiang in 2008.Water balance method was adopted to study the water requirement and water consumption law of cotton under mulched drip irrigation in Tarim Irrigated Area.Statistical analysis of experimental data of irrigation indicates that the relationship between yield of cotton and irrigation presents a quadratic parabola.We fit the model of cotton water production on the basis of field experimental data of cotton.And the analysis on water saving benefit of cotton under mulched drip irrigation was done.Results indicate that water requirements for the irrigated cotton are 543 mm in Tarim Irrigated Area.The water requirements of seedling stage is 252 mm,budding stage is 186 mm,bolling stage is 316 mm and wadding stage is 139 mm.the irrigation amount determines the spatial distribution of soil moisture and water consumption during cotton life cycle.However,water consumption at different growth stages was inconsistent with irrigation.Quantitatively,the water consumed by cotton decreases upon the increase of irrigation amount.From the perspective of water saving,the maximal water use efficiency can reach 3 091 m3/ha.But the highest cotton yield needs 3464 m3/ha irrigation water.In summary,compared to the conventional drip irrigation,a number of benefits in water saving and yield increase were observed when using plastic mulch.At the same amount of irrigation,the cotton yield with plastic mulch was 30.2% higher than conventional approaches,and the efficiency of water utilization increased by30.2%.While at the same yield level,29.3% water was saved by using plastic mulch,and the efficiency increased by 41.5%.

Booming Demand in China’s Second-hand Market——2018 Development Report for China Second-hand E-businesses

On June 3rd,JD.com announced that Paipai,its second-hand commodity trade platform,was strategically merged with Aihuishou(Love Recycling)which is one of the largest electronics recycling platforms in China.Recently,the Ecommerce Research Centre of 100ec.cn released the2018 Development Report for China Second-hand E-businesses(hereinafter referred to as the Report),which indicated that as of the end of 2017.

China's New Tax System Benefits Foreign Investors

To meet the requirements of a socialist market economy and overcome the inherent sharp contradictions of the former taxation system, China began reforming the structure of its tax system this year. The structural reform has been carried out under theguidelines of unifying the tax law, creating equal treatment, simplifying the tax system, building up a rational tax revenue sharing system, redressing distribution relationships, standardizing the mode

Architectures in the Shadow of ＂Investors＇ Urban Planning＂--Case Study of Avala Hotel in Budva, Montenegro

Avala Hotel in Budva, Montenegro, has undergone three reconstructions. Each of them led to significant spatial changes. The first hotel established the foundation of urbanization process in Budva, the building was too high compared to the old town walls in the surrounding and thus not well integrated. The second reconstruction was the only successful achievement. At this time, in the first detailed urban plan including hotel and its surrounding area, the conclusion was that it represents ＂high-quality, seaside-favorable ambience＂ that should not be harmed by further building expansion. The last, illegal reconstruction in 2006 resulted in over enlarged new building disrespectful of the surrounding and the previous design. Similarly, the 2008 new detailed urban plan was the creation of ＂investors＇ urban planning＂. Entirely driven by profit, it arranges building reconstructions with multiple enlargements. This study tends to point out contextual impacts of the three hotels on the surrounding area, with special focus on the last reconstruction and ＂investors＇ urban planning＂ phenomena. The applied research method is comparative, chronological analysis of the three hotels. The aim of this research paper is to inspire initiatives that will help overcoming declining and harmful synergy of architecture and new socio-economic phenomena. It is the only way leading to the significant architectural goal： creating refined, harmonized and high quality ambience.

China's Auto Market Demand Potential

In the 1980s, China’s auto market saw three dramatic fluctuations. Since the beginning of the 1990s, the market, as a whole, has become calm and stable without any major changes, though it has never evaded occasional rises and fails. The pattern of demand on the market has been generally set and clear, and has begun to grow steadily. In view of the present situation, two major categories of vehicles—office-use and business or service use cars and trucks—have long been in demand on the market, almost dominat-

TRANSFORM THE MECHANISM OF RENMINBI’S EXCHANGE RATE SYSTEM IN CONFORMITY WITH THE DEMAND OF MARKET ECONOMY——The academic report delivered at the Annual Meeting of NNCIFS on October 1993

Exchange rate functions under systems of centrallyplanned economy and market economy are quite different,and the mechanism to determine such exchange rate is alsodifferent. To adopt a socialist market economic system inChina, the exchange rate mechanism of Renminbi must bethoroughly transformed. To accomplish this goal, I believethere are three problems that must be solved: first,

China's Growing Demand For PVC

ChinawillneedmorepolyVinylchloride(PVC)in1999,ChinaLightindustryNewsreports.PVCisusedintheproductionofplasticsandplasticsheetingforagriculturaluse.IndusalanalystspredictariseinPVCdemandbecauseoftheincreaseduseofthesheeting.TheexpansionofChina'slandco...

Why Do Foreign Investors Favor China's Market

China has led developing countries in direct foreign investment for eight consecutive years, with an inflow of more than US$40 billion of international capital annually. China has become a real hotspot of investment favored by worldwide investors. What is the role foreign investment has played in China’s economic development over the past years? According to an analysis report recently released by the National Information Center, during the two decades between 1980-99, of the 9.7-percent average annual growth rate of the GDP, 2.7 percentage points were contributed directly or indirectly by foreign capital utilization. 1. How Does Foreign Capital Stimulate China’s Economic Growth?

Status and Perspective of Demand Resource Market in Korea＇s Electric Power Industry

This paper calls attention to the demand resource market in Korea which opened in 2008 to reduce customers＇ consumption at critical times and, at the same time, secure the load that can be shut down. In Korea, the demand resource market is operated by either forward market or spot market. The discussion here is limited to the operations of the demand resource spot market. As the demand response program has matured in the smart grid environment, KPX （Korea Power Exchange） will shortly complete the development of the real-time demand resource trading system, taking into account an integrated dispatch system.

Saurer's View The Chinese Demand Optimisim

Mr. H Fischer, the CEO of Saurer’s Speech on Chinese Textile Machinery Market and Investments in 2006 at the China Textile Round Table Forum, Beijing.

China's economic growth pushed by domestic demand and relevant measures

By contrast to a slowdown in the world economy, China kept up a rapid growth rate, a relatively high quality of growth and low inflation for the year 2001. This is mainly due to the result of proactive fiscal policies that the Chinese Government adopted to stimulate domestic demand. Domestic demand can be divided into investment demand and consumption demand,

Domestic Demand-Based Economic Globalization： Strategic Choice for China to Profit from the Second Wave of Globalization

China＇s first wave of economic globalization is characterized by its full utilization of foreign advanced, especially innovative, production factors in the domestic market to develop its innovation economy. China＇s participation in global economy can be described as fully utilizing domestic low-end production factors through foreign markets. This type of participation has been overdone. As China aims to engage in a second wave of economic globalization, the focus is to implement an in-depth globalization strategy under the condition of expanding domestic demands, namely and to develop the global economy based on domestic demands, The purpose is to achieve an economic rebalance with the world and help China out of its overcapacity predicament in weaker global economic climates. Moreover, it will bring China a chance to introduce foreign advanced factors to accelerate growth and develop innovation economy by turning economic crisis in the West into opportunities.

CHINA'S GRAIN SUPPLY AND DEMAND IN THE 21ST CENTURY

This paper makes predictions for China’s grain production and its associated supply and demand situation up to 2030 by using input-occupancy-output techniques and systems science methodology. It argues that, taking into account its basic situation and world grain resources, China has no other choice but to count on self-sufficiency in terms of grain supply.

Choosing Mandarin Senegal’s public and private schools keep up with demand for study of the Chinese language

In Dakar, Happy Kids Kindergarten has set itself an ambitious challenge： to teach Senegalese toddlers to speak Chinese. This kindergarten, located in Ngor District, boasts of being the first trilingual school in Senegal. In addition to French （the country＇s official language） and English, the school also teaches Mandarin. With China being the world＇s most popu lous country and second largest economy, there is much to benefit from it this decision.

压力还是监督:机构投资者调研与企业金融化

基于2013—2021年深交所A股上市公司面板数据,从监督效应和压力效应两种竞争视角,考察机构投资者调研对企业金融化的影响。结果表明,机构投资者调研对企业金融化具有正向影响。划分金融资产配置结构后发现,机构投资者调研能够促进企业配置“蓄水池”类金融资产,抑制企业配置“投资替代”类金融资产,这说明机构投资者调研对企业金融资产配置具有监督效应。进一步研究发现,融资约束较低、代理成本较高的企业,机构投资者调研对其金融资产配置的监督效应更强;机构投资者调研对金融资产配置的监督效应有助于提高企业全要素生产率。研究结果对有关部门完善投资者关系管理,借助市场手段改善“脱实向虚”问题提供了可行依据。

基于D-S证据理论的电商服装新品需求预测与订货决策研究

现有服装电商企业对新品需求预测不准确,会导致大量商品滞销或缺货,造成企业亏损。服装新品预测困难的主要原因在于其无历史数据可参考。由于证据理论具有处理多源不确定信息的能力,文中采用该理论建立需求预测模型。首先,构建证据理论模型,运用D-S证据合成法则将多位专家的预测进行融合,并将预测需求量信度函数转换为概率分布;其次,通过报童模型得出最优订货量;最后,以某电商企业新品上新为例进行了算例分析。该方法可提升服装类新品需求初次预测的精准度,辅助电商企业新品订货决策。

中国铬矿资源特征及2021—2035年铬供需形势分析

【研究目的】铬矿作为我国关键性矿产之一,是支撑我国战略性新兴新兴产业发展的重要矿种。我国铬矿资源匮乏,资源禀赋不佳,产量低,长期以来,铬矿石对外依存度高。研究铬矿未来供需情况,对于铬矿资源产业良性持续发展至关重要。【研究方法】本文对我国铬矿床地质、空间分布和资源储量等特征进行了总结,分析了我国铬矿资源开发利用的历史数据。在此基础上预测了我国铬供应量,并进一步利用铬部门消费法、人均不锈钢产量“S”形法、ARIMA模型法(不锈钢)等预测方法,分高、中、低3种情景对我国2021—2035年不锈钢产量和铬需求量进行了预测。【研究结果】(1)2021—2035年我国矿山铬年预测产量(矿石量)为15~20万t,二次铬预测产量(铬金属量)在182~284万t内;(2)在中情景下,2021—2035年我国铬需求量呈现先增后降的趋势,峰值点为2030年。2021—2030年我国人均不锈钢产量呈上升趋势,2030年到达峰值点,届时人均不锈钢产量35 kg,不锈钢产量5005万t,折铬总需求量945.39万t;之后逐渐下降,到2035年人均不锈钢产量降至30 kg,不锈钢产量4280万t,铬总需求量808.44万t。(3)2021—2035年,我国铬供需形势严峻,矿山铬对外依存度99%以上,若利用二次铬产量,则铬对外依存度降至69%以上。【结论】2021—2035年我国铬供需形势仍将严峻,缺口仍需大量进口矿石来补充。据此,提出加强铬矿地质勘查工作力度、力争实现铬矿找矿突破,重视二次铬回收利用、发展二次铬回收产业,加强铬矿产品储备、保障铬矿产品供应安全,优化铬矿产品结构,利用境外铬矿资源产品等对策结论。本文所形成的认识结论、对策建议对我国编制矿产资源规划、制定铬矿资源管理政策等具有一定的现实意义。