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Scheduling optimization problem considering time-of-use tariffs and piece-rate machine maintenance in EAF steelmaking 被引量:1
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作者 Wei Li Chen Weida Yang Ye 《Journal of Southeast University(English Edition)》 EI CAS 2018年第1期127-134,共8页
An operating schedule of the parallel electric arc furnaces(EAFs)considering both productivity and energy related criteria is investigated.A mathematical model is established to minimize the total completion time and ... An operating schedule of the parallel electric arc furnaces(EAFs)considering both productivity and energy related criteria is investigated.A mathematical model is established to minimize the total completion time and the total electricity cost.This problem is proved to be an NP-hard problem,and an effective solution algorithm,longest processing time-genetic(LPT-gene)algorithm,is proposed.The impacts of varied processing energy consumption and electricity price on the optimal schedules are analyzed.The integrated influence of the different weight values and the variation between the peak price and the trough price on the optimal solution is studied.Computational experiments illustrate that considering the energy consumption costs in production has little influence on makespan;the computational performance of the proposed longest processing time-genetic algorithm is better than the genetic algorithm(GA)in the issue to be studied;considerable reductions in the energy consumption costs can be achieved by avoiding producing during high-energy price periods and reducing the machining energy consumption difference.The results can be a guidance for managers to improve productivity and to save energy costs under the time-of-use tariffs. 展开更多
关键词 electric arc furnaces steelmaking time-of-use tariffs piece-rate machine maintenance longest processing time-genetic(LPT-gene)algorithm energy saving
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Study on Low Carbon Trade Development in China Pearl River Delta Region Initiated by Low Carbon Tariffs
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作者 Li Hong 《Meteorological and Environmental Research》 CAS 2014年第1期41-43,共3页
In order to clarify the linkage between carbon tariffs and trade development, the Pearl River Delta region of China, the area with intensive processing trade, was selected to analyze the effects of carbon tariff colle... In order to clarify the linkage between carbon tariffs and trade development, the Pearl River Delta region of China, the area with intensive processing trade, was selected to analyze the effects of carbon tariff collections on the production cost, export commodity structure, trade modes and trade terms of the export industries in the Pearl River Delta region, and measures of developing low carbon trade were proposed. 展开更多
关键词 Carbon tariffs Low carbon economy Pearl River Delta China
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The Effect of Variable Electricity Tariffs in the Household on Usage of Household Appliances
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作者 Rainer Stamminger Verena Anstett 《Smart Grid and Renewable Energy》 2013年第4期353-365,共13页
Demand side management (DSM) has been discussed and investigated widely as a strategy to also influence residential energy consumption. Flexible energy tariffs are often proposed as a possible tool of DSM. However, re... Demand side management (DSM) has been discussed and investigated widely as a strategy to also influence residential energy consumption. Flexible energy tariffs are often proposed as a possible tool of DSM. However, real-life experience with this tool is rare. It was therefore the objective of this study to investigate under more realistic conditions how consumers are able and willing to adjust their residential energy consumption under the conditions of flexible energy tariffs with and without the support of intelligent smart appliances. Sixty-seven households in Germany within an experimental design with fictive tariff model (August 11 to July 12) driven by RWE Effizienz GmbH, as the energy utility, and Miele & Cie.KG, as the appliance manufacturer, were equipped with intelligent smart meters and 41 of them also with smart appliances (washing-machine and tumble-dryer). As a first part of the experiment, the energy tariff changed per hour and day by day, depending on the forecast of the availability of renewable energy in Germany between 10 €-Cent and 40 €-Cent per kWh. Consumers could respond to this change by adjusting the operation of their energyconsuming appliances either by themselves or—with the smart appliances—by a programmed start at low tariffs. The behaviour of the 41 consumers with smart appliances and their motivation are intensively investigated and analysed during this running two year project including several questionnaires. The consumers had to fill out daily a diary about the usage of their washing-machine, tumble-dryer, dishwasher and ironing devices. These data were matched with the actual tariff. This did allow identifying if and to which extend the consumers adjust their household activities depending on availability of solar and wind energy. These data were also used to calculate the cost savings by using the flexible tariff. In comparison to the costs of the fixed tariff of 25 €-Cent per kWh savings of 25% were realised on average. The results of a first phase already show that flexible tariffs are able to influence the operation of household appliances towards a flexible demand. 展开更多
关键词 Smart Appliances CONSUMER Behaviour Flexible Energy tariffs DEMAND SIDE Management DEMAND
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Several iron ore exporting countries raised tariffs
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《China's Foreign Trade》 2012年第6期34-34,共1页
It is learned from oversea reports that, Indonesia launched a 20% tariff on 14 mineral products including iron ore since May 6th. It is reported, in addition to Indonesia, other countries will lift tariffs or limit th... It is learned from oversea reports that, Indonesia launched a 20% tariff on 14 mineral products including iron ore since May 6th. It is reported, in addition to Indonesia, other countries will lift tariffs or limit the export of mineral resources. 展开更多
关键词 raised learned tariff Australia ANALYST EXPAND min
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Advancing the Multilateral Regional Cooperation in Economy and Trade with the Scheme Reform of Zero Tariffs
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作者 Hongqiang Yang Shuli Zhou Xiaoxin Zhang 《Chinese Business Review》 2004年第11期67-73,共7页
China's tariff arrangement in the transition period after "entry to WTO" influences the process of the multilateral trade system in the world. Establishing the free trade area and customs union according to WTO/GAT... China's tariff arrangement in the transition period after "entry to WTO" influences the process of the multilateral trade system in the world. Establishing the free trade area and customs union according to WTO/GATS 1994 article 24, or according to authorizing the clause (Enabling Clause ) to sign the regional trade agreement between developing countries or signed the protocol of economic integration taking promoting and serving the liberalization of trade as purpose according to WTO/GATS article 5, include the regional trade agreement in the multilateral trade system frame to standardize, supervise and coordinate to China, reduce trade protectionism and improve the multilateral trade system's influence in the world greatly. Drawing lessons from CEPA and China the system of the manoeuvre ahead of time of overall "entry to WTO" of ASEAN Free Trade Area and arrange, accelerate multilateral regional cooperation in economy and trade, zero tariff scheme reform favors route choice. 展开更多
关键词 Scheme of zero tariff Regional trade agreement CEPA China-ASEAN Free Trade Area
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China's Tariffs Cutting to an Average 12%
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《China's Foreign Trade》 2002年第4期56-56,共1页
关键词 US China’s tariffs Cutting to an Average 12
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EFFECTS OF EXCHANGE RATE AND TARIFFS ON AN OPEN ECONOMY OF SCARCITY OF CAPITAL 被引量:1
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作者 Hu Zhineng Xu JiupingDept.of Appl.Math.,Sichuan Univ.,Chengdu 610065. 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2000年第4期453-460,共8页
In this paper, the impact of tariffs and exchange rate on consumption and investment in an open economy of scarcity of capital is analysed.The dynamics and market price of capital,and the solution of foreign asset hol... In this paper, the impact of tariffs and exchange rate on consumption and investment in an open economy of scarcity of capital is analysed.The dynamics and market price of capital,and the solution of foreign asset holding of the firm are discussed.Particular attention is also devoted to the social welfare aspects. 展开更多
关键词 Open economy exchange rate tariff welfare.
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Cross-Subsidy in Electricity Tariffs in China
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作者 Qi Fang Wei Bin +2 位作者 Zhang Lizi Liu Wei Li Yuanzhuo 《Electricity》 2011年第2期14-18,共5页
With the incessant development of power market reform,the existing cross-subsidy in electricity tariffs has become a critical problem in China's power industry development.On the basis of the theories of cross-sub... With the incessant development of power market reform,the existing cross-subsidy in electricity tariffs has become a critical problem in China's power industry development.On the basis of the theories of cross-subsidy and electricity universal service,the authors take foreign countries' experience as reference to design several solutions to cross-subsidies in electricity tariffs in different phases of China's power industry development.Furthermore,the application and implementation of these solutions are analyzed in this paper. 展开更多
关键词 power market reform electricity tariff cross-subsidy electricity universal service
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Electric Vehicle Charging Load Optimization Strategy Based on Dynamic Time-of-Use Tariff
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作者 Shuwei Zhong Yanbo Che Shangyuan 《Energy Engineering》 EI 2024年第3期603-618,共16页
Electric vehicle(EV)is an ideal solution to resolve the carbon emission issue and the fossil fuels scarcity problem in the future.However,a large number of EVs will be concentrated on charging during the valley hours ... Electric vehicle(EV)is an ideal solution to resolve the carbon emission issue and the fossil fuels scarcity problem in the future.However,a large number of EVs will be concentrated on charging during the valley hours leading to new load peaks under the guidance of static time-of-use tariff.Therefore,this paper proposes a dynamic time-of-use tariff mechanism,which redefines the peak and valley time periods according to the predicted loads using the fuzzy C-mean(FCM)clustering algorithm,and then dynamically adjusts the peak and valley tariffs according to the actual load of each time period.Based on the proposed tariff mechanism,an EV charging optimization model with the lowest cost to the users and the lowest variance of the grid-side load as the objective function is established.Then,a weight selection principle with an equal loss rate of the two objectives is proposed to transform the multi-objective optimization problem into a single-objective optimization problem.Finally,the EV charging load optimization model under three tariff strategies is set up and solved with the mathematical solver GROUBI.The results show that the EV charging load optimization strategy based on the dynamic time-of-use tariff can better balance the benefits between charging stations and users under different numbers and proportions of EVs connected to the grid,and can effectively reduce the grid load variance and improve the grid load curve. 展开更多
关键词 Dynamic time-of-use tariff peak and valley time electric vehicle multi-objective optimization
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Distributed event-triggered optimal power management of distribution networks considering dynamic tariff
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作者 Wenfa Kang Jianquan Liao +2 位作者 Minyou Chen Josep MGuerrero Kai Sun 《iEnergy》 2024年第3期142-151,共10页
This paper introduces a novel fully distributed economic power dispatch(EPD)strategy for distribution networks,integrating dynamic tariffs.A two-layer model is proposed:the first layer comprises the physical power dis... This paper introduces a novel fully distributed economic power dispatch(EPD)strategy for distribution networks,integrating dynamic tariffs.A two-layer model is proposed:the first layer comprises the physical power distribution network,including photovoltaic(PV)sources,wind turbine(WT)generators,energy storage systems(ESS),flexible loads(FLs),and other inflexible loads.The upper layer consists of agents dedicated to communication,calculation,and control tasks.Unlike previous EPD strategies,this approach incorporates dynamic tariffs derived from voltage constraints to ensure compliance with nodal voltage constraints.Addi-tionally,a fast distributed optimization algorithm with an event-triggered communication protocol has been developed to address the EPD problem effectively.Through mathematical and simulation analyses,the proposed algorithm's efficiency and rapid conver-gence capability are demonstrated. 展开更多
关键词 Economic power dispatch(EPD) smart microgrids distributed optimization dynamic tariff event-triggered communication
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欧盟碳关税对中国的经贸冲击及应对策略
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作者 董玮 石晶晶 《生态经济》 北大核心 2025年第1期89-98,共10页
开征碳税对我国应对欧盟碳关税、促进产业绿色转型具有重要意义。论文基于投入产出法计算隐含碳排放强度,采用GTAP模型研究欧盟碳关税对我国的经贸冲击和我国开征碳税应对欧盟碳关税的实施效果。结果表明:我国不开征国内碳税时,随着欧... 开征碳税对我国应对欧盟碳关税、促进产业绿色转型具有重要意义。论文基于投入产出法计算隐含碳排放强度,采用GTAP模型研究欧盟碳关税对我国的经贸冲击和我国开征碳税应对欧盟碳关税的实施效果。结果表明:我国不开征国内碳税时,随着欧盟碳关税税率的提高和征税范围的扩大,对我国经济贸易的冲击更大,有利于我国行业低碳转型;我国开征碳税后,从经济角度看,短期内碳税税率为10美元/吨和征税范围为CBAM覆盖范围内的行业时,对我国经济贸易的负面冲击较小。从低碳转型角度看,碳税税率为30美元/吨和仅对CBAM覆盖范围内的行业征税时,更加有利于我国高碳行业低碳转型。从整体角度看,我国对CBAM覆盖范围内的行业征收10美元/吨的碳税,更加有利于应对欧盟碳关税的威胁。 展开更多
关键词 碳关税 碳税 经济贸易
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Impact of the Regional Comprehensive Economic Partnership(RCEP)implementation on agricultural sector in regional countries:A global value chain perspective
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作者 Shaowen Xu Jingfei Qian +1 位作者 Yangfen Chen Huijie Zhang 《Journal of Integrative Agriculture》 2025年第1期380-397,共18页
The Regional Comprehensive Economic Partnership(RCEP)has created favorable conditions for building deeply integrated agricultural value chains(AVC)in Asia-Pacific.Based on the RCEP agreement,this study employed the gl... The Regional Comprehensive Economic Partnership(RCEP)has created favorable conditions for building deeply integrated agricultural value chains(AVC)in Asia-Pacific.Based on the RCEP agreement,this study employed the global trade analysis project(GTAP)model to evaluate the impact of RCEP on AVC of member countries in terms of time,tariff reduction,and reduction of non-tariff barriers(NTB).The results indicate that(1)the implementation of RCEP boosts the value-added to agricultural exports for most member countries,particularly in competitive industries;(2)the increase in domestic production and processing capacity,reflected in domestic value-added(DVA),is the primary factor driving the rise in the value-added of agricultural exports across various industries of member countries;(3)RCEP enhances the participation of most regional countries in AVC,with varying impacts on AVC positioning,thereby fostering regional AvC development;and(4)RCEP has a positive effect on AVC indicators both in the short and long term,with the effect becoming more pronounced over time.Additionally,reducing NTB enhances the positive effects of tariff reductions on AVC indicators.Based on the analyses,the following recommendations are proposed:(1)Leverage the development opportunities arising from RCEP implementation to enhance the agricultural DVA;(2)capitalize on cooperative opportunities created by RCEP to build cohesive regional AVC;and(3)prioritize the effective implementation of RCEP'shigh-qualityrules. 展开更多
关键词 RCEP GTAP agricultural value chains tariff non-tariff barriers trade facilitation
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加入RCEP对我国农产品出口的影响分析
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作者 黄啸宇 《攀枝花学院学报》 2025年第1期73-81,共9页
中国是世界上最大的农产品对外贸易国家之一,农业发展是我国重点关注的经济指标。我国农产品出口贸易额常年稳居世界前列,在我国的进出口贸易中占据着相当重要的分量。2022年1月1日,区域全面经济伙伴关系协定正式施行,这为我国农产品的... 中国是世界上最大的农产品对外贸易国家之一,农业发展是我国重点关注的经济指标。我国农产品出口贸易额常年稳居世界前列,在我国的进出口贸易中占据着相当重要的分量。2022年1月1日,区域全面经济伙伴关系协定正式施行,这为我国农产品的出口贸易带来了巨大的挑战和机遇。本文试图分析在RCEP协定正式成立后,在面对更广阔的国际市场下我国农产品出口贸易会受到怎样的影响,我国应当采取怎样的措施。研究发现:加入RCEP可以在一定程度上削减关税壁垒和非关税壁垒,进而促进我国农产品的出口贸易。在文末提出政策建议:我国相关企业应当积极学习RCEP协定的相关规则,对农产品出口质量提出新的标准,从而提升我国农产品国际竞争力。 展开更多
关键词 RCEP 国际贸易 农产品出口 关税壁垒削减 非关税壁垒削减
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不确定环境下基于动态税和电动汽车时空灵活性的配电网阻塞管理方法
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作者 林思瑶 马晓 +2 位作者 贺坤 王灿 沈非凡 《山东电力技术》 2025年第1期12-27,共16页
电动汽车是减少交通领域能源消耗和减少碳排放的重要手段,但其大规模无序充电可能会造成配电网线路的阻塞现象。不同于常规负荷,电动汽车负荷具有时间和空间上的可平移性,通过价格等激励信号对电动汽车的时空分布进行引导,可优化配电网... 电动汽车是减少交通领域能源消耗和减少碳排放的重要手段,但其大规模无序充电可能会造成配电网线路的阻塞现象。不同于常规负荷,电动汽车负荷具有时间和空间上的可平移性,通过价格等激励信号对电动汽车的时空分布进行引导,可优化配电网的负荷分布,实现有效的阻塞管理,保证配电网的安全稳定运行。同时,配电网中分布式能源以及负荷的随机性、波动性使得配电网的阻塞管理问题变得更为复杂,从而影响配电网的安全稳定运行。针对不确定环境下的含电动汽车配电网的阻塞问题,采用了鲁棒优化理论建立基于动态税的考虑电动汽车时空灵活性的配电网阻塞管理鲁棒优化模型,在配电网不确定因素波动的情况下,通过动态税引导电动汽车的时空分布,充分发挥电动汽车的时空灵活性,优化配电网的负荷情况,从而实现配电网的阻塞管理。通过对一组网络的仿真验证了模型在不确定因素波动存在的情况下,利用动态税实现不确定环境下考虑电动汽车时空灵活性的配电网阻塞管理方法的有效性。 展开更多
关键词 电动汽车 阻塞管理 鲁棒优化 动态税
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基于MPC的户用光-储系统容量配置及运行优化模型
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作者 齐国民 李天野 +5 位作者 于洪 卢博伦 马宝中 张文欣 吴恩同 肖先瑶 《中国电力》 北大核心 2025年第1期185-195,共11页
分布式光伏对于实现“双碳”目标和建设以新能源为主体的新型电力系统具有重要意义。研究了当前阶梯-峰谷电价体系下居民户用光-储系统的建设和运行问题。首先,介绍了户用光-储系统的结构和电价体系。其次,以户用光-储系统的投资成本和... 分布式光伏对于实现“双碳”目标和建设以新能源为主体的新型电力系统具有重要意义。研究了当前阶梯-峰谷电价体系下居民户用光-储系统的建设和运行问题。首先,介绍了户用光-储系统的结构和电价体系。其次,以户用光-储系统的投资成本和年运行维护费用最低为目标,建立了光伏和储能的最优容量配置模型,并在此基础上考虑阶梯-峰谷电价对用户长时间尺度用能策略的影响,提出了基于模型预测控制的户用光-储系统双层滚动优化运行算法。其中,上层模型为基于阶梯电价、以年综合收益最大为目标的年滚动优化,下层模型为基于峰谷电价、以日运行费用最低为目标的日滚动优化;下层模型中光伏和储能的运行方案以上层优化结果为参照,并修正由于不确定性因素导致的系统状态偏差。算例结果表明,所提算法可以推迟高阶梯电价的使用时刻,有效提高居民用户的整体收益。 展开更多
关键词 户用光-储系统 阶梯-峰谷电价体系 容量配置 模型预测控制 运行优化
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Empirical analysis of carbon tariff's effect on the export structure of China's manufacturing industry and social welfare based on the GTAP model 被引量:3
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作者 Yan Li Mengmeng Wang +1 位作者 Yi Sui Qingbo Huang 《Chinese Journal of Population,Resources and Environment》 2016年第1期1-10,共10页
In recent years,carbon emissions have gradually evolved from an environment issue into a political and economic one.Carbon tariff has brought about new trade barriers of developed countries,and in order to enhance the... In recent years,carbon emissions have gradually evolved from an environment issue into a political and economic one.Carbon tariff has brought about new trade barriers of developed countries,and in order to enhance the industrial competitiveness of developed countries,it will produce unfavorable impact on developing countries.Concentrated on the manufacturing industry,which is the most intensive high-carbon industry in China's export structure,this article studies the relationship between carbon tariff policy and industry structure of export trade and builds up a relation between climate change and international trade.First,by means of establishing a partial equilibrium model,it applies geometric analysis and mathematical analysis to compute the impact on China's manufacturing export trade and the consequences of the introduction of the US carbon tariff to China's manufacturing industry that has already imposed a domestic shipping carbon tax.Furthermore,with the application of the GTAP model,it estimates the overall economic and welfare effects on China's manufacturing industry if the US and Europe introduce carbon tariff by means of four ways,and then analyzes the influence on China's manufacturing industry export structure and social welfare as well.The result shows that the introduction of the US carbon import tariff lowers China's export price and export volume,and the implementation of a domestic carbon tax justifies a higher export price and a lower export volume for China.However,the degree of export reduction is smaller than that under the effect of the US carbon tariff.In the case of developed countries imposing carbon tariff on China's energy-intensive industries,such as chemical rubber products,oil and coal-processing industry and paper industry,whose export would be reduced,the negative impact on the paper industry is the severest,which will decrease the paper industry's export ranging from 1.79%to 6.05%,whereas the other industries' export will increase.Anyhow,it will promote China's manufacturing industry to adjust the export structure to a certain extent.In addition,it will lead to a decrease in China's welfare,with a decrease between $2,134 billion and $8,347 billion.Finally,this paper provides information on international coordination,export structure adjustment and green manufacturing adjustment as a reference for the development of China's manufacturing industry. 展开更多
关键词 carbon tariff manufacturing industry export structure social welfare GTAP model
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History and Development of Mobile Tariff in China
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作者 Hou, Guangji Ma, Hui Liang, Xiongjian 《China Communications》 SCIE CSCD 2007年第2期115-120,共6页
With the rapid growth of mobile market in China,mobile phone has stepped into people’s life.Mobile development, especially mobile tariff is more and more concerned.At the same time,as services and competition in the ... With the rapid growth of mobile market in China,mobile phone has stepped into people’s life.Mobile development, especially mobile tariff is more and more concerned.At the same time,as services and competition in the mobile market change,package pricing,bundle pricing and sales, and handset compensation are becoming increasingly popular in the daily life.The diversified trend of mobile tariff calls for further study and analysis.By giving accurate historical facts and detailed data,as well as comprehensive description of mobile tariff development and history in China,the article analyzes several hot issues like handset compensation and tariff competition in order to offer beneficial reference for communication investigation. 展开更多
关键词 MOBILE tariff PRICING China MOBILE China Unicom
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Creation and Evaluation of Construction Guidelines Using CFD for Low Pressure Plasma Gas Feed-in Systems to Homogenize the Precursor Gas Flow 被引量:2
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作者 Gustavo Simiema de Freitas Barbosa Klaus Vissing Bernd Mayer 《Open Journal of Fluid Dynamics》 2016年第4期391-405,共16页
The local gas-flow behavior is almost unknown for low pressure plasma systems, except parallel plate reactors for semiconductor purposes. To overcome this lack of knowledge, this study starts with the influence invest... The local gas-flow behavior is almost unknown for low pressure plasma systems, except parallel plate reactors for semiconductor purposes. To overcome this lack of knowledge, this study starts with the influence investigation of the gas feed-in systems technical layout on the homogeneity of the gas supply for large volume plasma enhanced chemical vapor deposition (PECVD) chambers. Computational fluid dynamics (CFD) simulations are used as a tool to determine velocity and pressure distribution inside the gas feed-in pipe as well as in the PECVD-chamber itself. The parameters varied were: flow rate, pipe length, number of holes, hole diameter and aspect ratio of the pipe section. The calculated pressure values are compared with the experimentally measured ones to validate the simulation results. An excellent conformity of the calculated and measured pressures is observed. With the aim to evaluate the homogeneity of gas distribution through the pipe holes the nonuniformity coefficient (Φ) was created. The results show the influence of each layout parameter in the homogeneity of the gas distribution. Hence in future correct technical layouts of gas feed-in systems can easily be applied. With these results construction guidelines has been formulated. 展开更多
关键词 Gas feed-in Systems Gas Flow Distribution CFD PECVD Coating
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The Research of the Tariff Revenue Impact on China Based on APEC List of Environmental Goods
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作者 Xiao Yan Chen Qianying Hu Leyi 《Meteorological and Environmental Research》 CAS 2014年第12期40-43,共4页
In this paper, the development conditions of the trades of merchandises among APEC countries, which were based on the APEC environmental goods are retrospected and summarized. Considering the commitments to reduce tar... In this paper, the development conditions of the trades of merchandises among APEC countries, which were based on the APEC environmental goods are retrospected and summarized. Considering the commitments to reduce tariff rates on the 54 types of goods in 2015, the international tariff revenue of each country on this kind of goods will be influenced to different extents. This article quantifies the potential loss of each country from the perspective of the tariff revenue loss and contrasts the results, in order to offer related advice and suggestions from the standpoint of Chinese participation of tariff reduction among environmental goods. 展开更多
关键词 APEC countries Environmental goods list tariff revenue China
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Scheduling of Household Power Consumption for Step and Time-of-Use Tariff System
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作者 郭景涛 金志刚 刘怀东 《Transactions of Tianjin University》 EI CAS 2011年第5期369-375,共7页
This paper proposes a hybrid optimization to solve the scheduling of household power consumption for Step and Time-of-Use (TOU) tariff system. The target function is the cost of electricity, and the optimization objec... This paper proposes a hybrid optimization to solve the scheduling of household power consumption for Step and Time-of-Use (TOU) tariff system. The target function is the cost of electricity, and the optimization object is total instantaneous power within a billing period. The control variables are starting moments of each household appliance. The optimization procedure is divided into two stages. Firstly, the prerequisite for minimal cost is calculated through mathematical analysis and generalized function theory. Secondly, the solution is obtained by using a heuristic algorithm in which the result of the first stage is considered to reduce the searching space. And an evaluation methodology is deduced to evaluate the optimization. The computer simulation demonstrates that the proposed approach can reduce the cost of electricity evidently in the sense of probability. The approach shows great value for embedded applications. 展开更多
关键词 smart grid SCHEDULING OPTIMIZATION TOU tariff step tariff heuristic algorithm genetic algorithm
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