The highly-efficient dry separation technique using a gas-solid fluidized bed is very beneficial for increasing coal grade and optimizing the utilization of coal resources.The size distribution of the solid medium(e.g...The highly-efficient dry separation technique using a gas-solid fluidized bed is very beneficial for increasing coal grade and optimizing the utilization of coal resources.The size distribution of the solid medium(e.g.,magnetite powder) used in this technique is one of key factors that influences fluidization and separation performance.It is,therefore,urgent to prepare medium in a way that operates at low cost and high efficiency.Grinding experiments were performed using a planetary ball mill equipped with a frequency converter.The effect of fed mass,rotation frequency of the mill,grinding time and the ball-size ratio on grinding performance was investigated.The grinding parameters were optimized by numerical calculations using Artificial Neural Network(ANN) in Matlab.A regression equation for predicting the yield of the desired product(i.e.,0.3~0.15 mm magnetite powder) is proposed.The maximum yield of 0.3~0.15 mm particles was 47.24%.This lays a foundation for the industrial-scale production of the solid medium required for separation with a magnetite-powder fluidized bed.展开更多
Wireless location technology is used to locate,track and monitor the location of given target using devices such as the radio frequency identification(RFID) based on WiFi technology and the sensors. And such applicati...Wireless location technology is used to locate,track and monitor the location of given target using devices such as the radio frequency identification(RFID) based on WiFi technology and the sensors. And such applications as long term evolution(LTE) ,wireless local area networks(WLAN) ,RFID and location based service(LBS) are essential in today's wireless communications industry. In this paper,both wireless location technology and its application are proposed,where our experimental research results and theoretical innovation are included.展开更多
With the popularity of smart handheld devices, mobile streaming video has multiplied the global network traffic in recent years. A huge concern of users' quality of experience(Qo E) has made rate adaptation method...With the popularity of smart handheld devices, mobile streaming video has multiplied the global network traffic in recent years. A huge concern of users' quality of experience(Qo E) has made rate adaptation methods very attractive. In this paper, we propose a two-phase rate adaptation strategy to improve users' real-time video Qo E. First, to measure and assess video Qo E, we provide a continuous Qo E prediction engine modeled by RNN recurrent neural network. Different from traditional Qo E models which consider the Qo E-aware factors separately or incompletely, our RNN-Qo E model accounts for three descriptive factors(video quality, rebuffering, and rate change) and reflects the impact of cognitive memory and recency. Besides, the video playing is separated into the initial startup phase and the steady playback phase, and we takes different optimization goals for each phase: the former aims at shortening the startup delay while the latter ameliorates the video quality and the rebufferings. Simulation results have shown that RNN-Qo E can follow the subjective Qo E quite well, and the proposed strategy can effectively reduce the occurrence of rebufferings caused by the mismatch between the requested video rates and the fluctuated throughput and attains standout performance on real-time Qo E compared with classical rate adaption methods.展开更多
In order to optimize handover target selection and achieve better handover performance in cellular relay networks under the long term evolution (LTE) system, a novel handover measurement and decision scheme based on...In order to optimize handover target selection and achieve better handover performance in cellular relay networks under the long term evolution (LTE) system, a novel handover measurement and decision scheme based on cost function is proposed in the paper. The relay-enhanced network provides user equipment (UE) multiple handover choices from neighbor base stations or relays. This may result in different overhead, resource utility and traffic load which attaches importance to proper handover schemes. Compared with traditional handover measurement and decision schemes, the proposed scheme adopts reference signal receiving quality (RSRQ) in the measurement stage and uses a modified signal cost function considering signal overhead in different handover types and expected long-term throughput of UE. Besides, UE fairness and sector resource utilization are taken into account as well. Theory analysis and simulation results prove that the proposed scheme can enhance cell throughput, decrease handover delay and signal overhead, and improve UE fairness.展开更多
With the continuous development of network applications, network security equipment type and the number of growing, heterogeneous security devices is difficult synergistic, massive alarm information is difficult to de...With the continuous development of network applications, network security equipment type and the number of growing, heterogeneous security devices is difficult synergistic, massive alarm information is difficult to deal and the lack of an effective response to the treatment process as well as on security incidents. To solve these problems, the proposed design of a unified management platform for a variety of heterogeneous network security equipment. A brief introduction for the main functions of the platform.The article proposed a traffic handling mechanisms of heterogeneous security devices, allowing the platform to support heterogeneous security devices.展开更多
电力和天然气网的耦合和互联,为风电等新能源的消纳提供了新方式。文章在考虑电转气(power to gas,P2G)设备和激励型需求响应(incentive demand response,IDR)的备用服务后,构建了电-气互联系统(integrated pow er and gas system,IPGS...电力和天然气网的耦合和互联,为风电等新能源的消纳提供了新方式。文章在考虑电转气(power to gas,P2G)设备和激励型需求响应(incentive demand response,IDR)的备用服务后,构建了电-气互联系统(integrated pow er and gas system,IPGS)带补偿两阶段随机优化调度模型。模型的决策目标包含基于风电预测出力的日前确定性调度经济成本,以及考虑实时风电场景的功率平衡补偿成本。同时计及激励型需求响应不确定性后,建立了需求响应经济补偿分段线性化模型。以IEEE 39节点电网和修改的比利时20节点天然气网组成的系统进行仿真,分析系统运行成本和天然气网的备用容量裕度,验证了所提模型的有效性。此外,进一步分析了激励型需求响应的响应概率对电-气互联系统经济调度的影响。展开更多
基金supported by the National Natural Science Foundation of China (Nos.50921002 and 90510002)the National High Technology Research and Development Program of China (No.2007AA05Z318)
文摘The highly-efficient dry separation technique using a gas-solid fluidized bed is very beneficial for increasing coal grade and optimizing the utilization of coal resources.The size distribution of the solid medium(e.g.,magnetite powder) used in this technique is one of key factors that influences fluidization and separation performance.It is,therefore,urgent to prepare medium in a way that operates at low cost and high efficiency.Grinding experiments were performed using a planetary ball mill equipped with a frequency converter.The effect of fed mass,rotation frequency of the mill,grinding time and the ball-size ratio on grinding performance was investigated.The grinding parameters were optimized by numerical calculations using Artificial Neural Network(ANN) in Matlab.A regression equation for predicting the yield of the desired product(i.e.,0.3~0.15 mm magnetite powder) is proposed.The maximum yield of 0.3~0.15 mm particles was 47.24%.This lays a foundation for the industrial-scale production of the solid medium required for separation with a magnetite-powder fluidized bed.
基金National Natural Science Foundation of China ( No.61172073)Open Research Fund of National Mobile Communications Research Laboratory,Southeast University( No.W200906)Fundamental Research Funds for the Central Universities,Beijing Jiaotong University
文摘Wireless location technology is used to locate,track and monitor the location of given target using devices such as the radio frequency identification(RFID) based on WiFi technology and the sensors. And such applications as long term evolution(LTE) ,wireless local area networks(WLAN) ,RFID and location based service(LBS) are essential in today's wireless communications industry. In this paper,both wireless location technology and its application are proposed,where our experimental research results and theoretical innovation are included.
基金supported by the National Nature Science Foundation of China(NSFC 60622110,61471220,91538107,91638205)National Basic Research Project of China(973,2013CB329006),GY22016058
文摘With the popularity of smart handheld devices, mobile streaming video has multiplied the global network traffic in recent years. A huge concern of users' quality of experience(Qo E) has made rate adaptation methods very attractive. In this paper, we propose a two-phase rate adaptation strategy to improve users' real-time video Qo E. First, to measure and assess video Qo E, we provide a continuous Qo E prediction engine modeled by RNN recurrent neural network. Different from traditional Qo E models which consider the Qo E-aware factors separately or incompletely, our RNN-Qo E model accounts for three descriptive factors(video quality, rebuffering, and rate change) and reflects the impact of cognitive memory and recency. Besides, the video playing is separated into the initial startup phase and the steady playback phase, and we takes different optimization goals for each phase: the former aims at shortening the startup delay while the latter ameliorates the video quality and the rebufferings. Simulation results have shown that RNN-Qo E can follow the subjective Qo E quite well, and the proposed strategy can effectively reduce the occurrence of rebufferings caused by the mismatch between the requested video rates and the fluctuated throughput and attains standout performance on real-time Qo E compared with classical rate adaption methods.
基金Supported by the National Natural Science Foundation of China (No. 60832009), the Natural Science Foundation of Beijing (No. 4102044) and the National Nature Science Foundation for Young Scholars of China (No. 61001115 ).
文摘In order to optimize handover target selection and achieve better handover performance in cellular relay networks under the long term evolution (LTE) system, a novel handover measurement and decision scheme based on cost function is proposed in the paper. The relay-enhanced network provides user equipment (UE) multiple handover choices from neighbor base stations or relays. This may result in different overhead, resource utility and traffic load which attaches importance to proper handover schemes. Compared with traditional handover measurement and decision schemes, the proposed scheme adopts reference signal receiving quality (RSRQ) in the measurement stage and uses a modified signal cost function considering signal overhead in different handover types and expected long-term throughput of UE. Besides, UE fairness and sector resource utilization are taken into account as well. Theory analysis and simulation results prove that the proposed scheme can enhance cell throughput, decrease handover delay and signal overhead, and improve UE fairness.
文摘With the continuous development of network applications, network security equipment type and the number of growing, heterogeneous security devices is difficult synergistic, massive alarm information is difficult to deal and the lack of an effective response to the treatment process as well as on security incidents. To solve these problems, the proposed design of a unified management platform for a variety of heterogeneous network security equipment. A brief introduction for the main functions of the platform.The article proposed a traffic handling mechanisms of heterogeneous security devices, allowing the platform to support heterogeneous security devices.
文摘电力和天然气网的耦合和互联,为风电等新能源的消纳提供了新方式。文章在考虑电转气(power to gas,P2G)设备和激励型需求响应(incentive demand response,IDR)的备用服务后,构建了电-气互联系统(integrated pow er and gas system,IPGS)带补偿两阶段随机优化调度模型。模型的决策目标包含基于风电预测出力的日前确定性调度经济成本,以及考虑实时风电场景的功率平衡补偿成本。同时计及激励型需求响应不确定性后,建立了需求响应经济补偿分段线性化模型。以IEEE 39节点电网和修改的比利时20节点天然气网组成的系统进行仿真,分析系统运行成本和天然气网的备用容量裕度,验证了所提模型的有效性。此外,进一步分析了激励型需求响应的响应概率对电-气互联系统经济调度的影响。