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    MODEL GUIDED DEEP LEARNING APPROACH TOWARDS PREDICTION OF PHYSICAL SYSTEM BEHAVIOR
    72.
    发明申请
    MODEL GUIDED DEEP LEARNING APPROACH TOWARDS PREDICTION OF PHYSICAL SYSTEM BEHAVIOR 审中-公开

    公开(公告)号：US20190188587A1

    公开(公告)日：2019-06-20

    申请号：US16226461

    申请日：2018-12-19

    申请人： Sandeep Gupta ,  Ayan Banerjee

    发明人： Sandeep Gupta ,  Ayan Banerjee

    IPC分类号： G06N7/00 ,  G06N3/08 ,  A61B5/00 ,  A61B5/145

    CPC分类号： G06N7/00 ,  A61B5/14532 ,  A61B5/7275 ,  G06N3/08

    摘要： Systems and methods are provided for controlling predictive medical monitoring. A non-linear-predictive-guide model estimates a patient parameter that is used as a guide in a deep neural network for improving accuracy of estimation by the deep neural network. The guide model generates a guiding first estimated patient parameter based on the guide model and patient input data. The deep neural network generates a second estimated patient parameter based on the deep neural network, the patient input data, and the guiding first estimated patient parameter. The deep neural network includes an input layer that receives the guiding first estimated patient parameter, and hidden layers including respective artificial neurons configured to perform a linear or nonlinear transformation on output of at least one artificial neuron from an adjacent layer in the deep neural network. An output layer receives at least one output from a hidden layer.

    POWER DELIVERY SYSTEM MANAGEMENT
    74.
    发明申请
    POWER DELIVERY SYSTEM MANAGEMENT 审中-公开
    电力输送系统管理

    公开(公告)号：US20150277410A1

    公开(公告)日：2015-10-01

    申请号：US14667771

    申请日：2015-03-25

    申请人： Sandeep Gupta ,  Ayan Banerjee

    发明人： Sandeep Gupta ,  Ayan Banerjee

    IPC分类号： G05B19/042

    CPC分类号： H02J3/383 ,  H02J3/008 ,  H02J3/32 ,  H02J13/0006 ,  Y02E10/563 ,  Y02E10/566 ,  Y02E40/72 ,  Y02E60/722 ,  Y02E70/30 ,  Y04S10/123 ,  Y04S10/14 ,  Y04S50/10

    摘要： An energy management system includes a number of power sources, a first set of energy storage devices (ESDs), a second set of ESDs, and a control system. The first set of ESDs is coupled between the power sources and a load and has a first set of operating characteristics. The second set of ESDs is also coupled between the power sources and the load and has a second set of operating characteristics that are different from the first set of operating characteristics. The control system is configured to selectively deliver power from one of the plurality of power sources to the first plurality of ESDs, the second plurality of ESDs, or both and selectively deliver power from the first plurality of ESDs, the second plurality of ESDs, or both to the load based on short and long term variations in a set of energy delivery system characteristics.

    摘要翻译： 能量管理系统包括多个电源，第一组能量存储装置（ESD），第二组ESD以及控制系统。 第一组ESD耦合在电源和负载之间，并具有第一组工作特性。 第二组ESD也耦合在电源和负载之间，并且具有与第一组操作特性不同的第二组操作特性。 所述控制系统被配置为选择性地将功率从所述多个电源中的一个供电到所述第一多个ESD，所述第二多个ESD或两者，并且选择性地从所述第一多个ESD，所述第二多个ESD或 基于一组能量传递系统特性中的短期和长期变化的负载。

    Hot gas temperature measurement in gas turbine using tunable diode laser
    76.
    发明授权
    Hot gas temperature measurement in gas turbine using tunable diode laser 有权
    燃气轮机采用可调二极管激光器进行热气体温度测量

    公开(公告)号：US08702302B2

    公开(公告)日：2014-04-22

    申请号：US12880681

    申请日：2010-09-13

    申请人： Vivek Venugopal Badami ,  Scott Mordin Hoyte ,  Chayan Mitra ,  Ayan Banerjee

    发明人： Vivek Venugopal Badami ,  Scott Mordin Hoyte ,  Chayan Mitra ,  Ayan Banerjee

    IPC分类号： G01K7/00

    CPC分类号： G01K13/02 ,  G01J3/108 ,  G01J3/427 ,  G01K11/12 ,  G01K2013/024

    摘要： A combustion gas measurement apparatus mounted in a gas turbine including: a tunable laser generating a radiation beam passing through a combustion gas path; a controller tuning the laser to emit radiation having at least a first selected wavelength and a second selected wavelength which both correspond to temperature-dependent transitions of a combustion species of the gas, wherein the first selected wavelength and the second selected wavelength are not near absorption peaks of neighboring wavelengths; a detector sensing the radiation beam passing through the combustion gas and generating an absorption signal indicative of an absorption of the beam by the combustion gas at each of the first wavelength and the second wavelength, and a processor executing a program stored on a non-transitory storage medium determining a combustion gas temperature based on a ratio of the adoption signals for the first wavelength and the second wavelength.

    摘要翻译： 一种安装在燃气轮机中的燃烧气体测量装置，包括：可调谐激光器，其产生通过燃烧气体路径的辐射束; 调谐所述激光器以发射具有至少第一选定波长和第二选定波长的辐射的控制器，其对应于所述气体的燃烧物质的温度依赖性跃迁，其中所述第一选定波长和所述第二选定波长不接近吸收 相邻波长的峰; 检测器，其感测通过燃烧气体的辐射束，并且产生指示在第一波长和第二波长中的每一个处由燃烧气体吸收光束的吸收信号，以及处理器，其执行存储在非瞬时的程序 存储介质基于第一波长和第二波长的采用信号的比率来确定燃烧气体温度。

    Optimizations in Multi-Destination Tree Calculations for Layer 2 Link State Protocols
    77.
    发明申请
    Optimizations in Multi-Destination Tree Calculations for Layer 2 Link State Protocols 有权
    第2层链路状态协议的多目标树计算中的优化

    公开(公告)号：US20140003228A1

    公开(公告)日：2014-01-02

    申请号：US13534726

    申请日：2012-06-27

    申请人： Varun Shah ,  Ayan Banerjee ,  Abhay Roy

    发明人： Varun Shah ,  Ayan Banerjee ,  Abhay Roy

    IPC分类号： H04L12/28 ,  H04L29/14

    CPC分类号： H04L45/28 ,  H04L45/48

    摘要： Techniques to optimize root network node selection for network tree paths are provided. A network disruption event is detected. Network nodes in the network are configured with root priorities. Network nodes in a first set of the network nodes operate as root nodes for ordered network tree paths. Root priority information is retrieved from a database for each of the network nodes. Based on the root priority information, network nodes are selected for a new set of network nodes to operate as new root nodes for new ordered network tree paths upon occurrence of the network disruption event. The new set of network nodes comprises common network nodes present in the first set. An order of the network nodes in the new set is determined such that at least one common network node in the new set is maintained in the same order as that in the first set.

    摘要翻译： 提供了优化网络树路径的根网络节点选择的技术。 检测到网络中断事件。 网络中的网络节点配置有根优先级。 第一组网络节点中的网络节点作为有序网络树路径的根节点运行。 从每个网络节点的数据库检索根优先级信息。 基于根优先级信息，网络节点被选择用于一组新的网络节点，以便在发生网络中断事件时作为新的有序网络树路径的新根节点运行。 新的一组网络节点包括第一组中存在的公共网络节点。 确定新集合中的网络节点的顺序，使得新组中的至少一个公共网络节点以与第一组中相同的顺序被维持。

    Optimization for Trill LAN Hellos
    78.
    发明申请
    Optimization for Trill LAN Hellos 有权
    Trill LAN Hellos的优化

    公开(公告)号：US20130294221A1

    公开(公告)日：2013-11-07

    申请号：US13465218

    申请日：2012-05-07

    申请人： Ramkumar Parameswaran ,  Varun Shah ,  Erik Nordmark ,  Ayan Banerjee

    发明人： Ramkumar Parameswaran ,  Varun Shah ,  Erik Nordmark ,  Ayan Banerjee

    IPC分类号： H04L12/56 ,  G06F11/00

    CPC分类号： H04L45/02 ,  H04L12/4641 ,  H04L12/4675 ,  H04L45/026 ,  H04L45/66

    摘要： Systems and methods may be provided embodying an optimized Trill LAN network hello mode. The optimized hello mode may allow the number of LAN hellos exchanged to be reduced significantly in a steady state mode of operation. No modifications to the current Trill specification are needed and in a converged state (when designated RBridge election and appointed forwarder appointments are complete), only 1 hello PDU per RBridge is originated in every hello interval.

    摘要翻译： 可以提供系统和方法，体现优化的Trill LAN网络问候模式。 优化的hello模式可以允许在稳定状态操作模式下交换的LAN hello的数量显着减少。 不需要修改当前的Trill规范，并且在融合状态（当指定RBridge选举和指定的转发器约会完成时），每个Hello报文间隔只会发送一个每个RBridge的1个hello PDU。

    Method and apparatus for sequencing operations for an incoming interface check in data center ethernet
    79.
    发明授权
    Method and apparatus for sequencing operations for an incoming interface check in data center ethernet 有权
    数据中心以太网中进入接口检查的排序操作的方法和装置

    公开(公告)号：US08514876B2

    公开(公告)日：2013-08-20

    申请号：US12539073

    申请日：2009-08-11

    申请人： Ayan Banerjee ,  Raghava Sivaramu ,  Hariharan Balasubramanian ,  Abhay Roy ,  Santosh Rajagopalan ,  Ronak Desai

    发明人： Ayan Banerjee ,  Raghava Sivaramu ,  Hariharan Balasubramanian ,  Abhay Roy ,  Santosh Rajagopalan ,  Ronak Desai

    IPC分类号： H04L12/28

    CPC分类号： H04L41/0816

    摘要： In one embodiment, a method includes obtaining an indication that a state associated with a node is to be changed and preventing data from being received on a first link. The method also includes updating at least one selected from a group including an incoming interface check (IIC) table and an outgoing interface (OIF) table to reflect the state. The state indicates that a second link is to be activated. Finally, the method includes allowing the data to be received on the second link after updating either or both the IIC table and the OIF table and after the timer duration for the NULL value for IIC has expired.

    摘要翻译： 在一个实施例中，一种方法包括获得与节点相关联的状态将被改变并防止在第一链路上接收数据的指示。 该方法还包括更新从包括入局接口检查（IIC）表和出局接口（OIF）表的组中选出的至少一个以反映该状态。 状态表示第二个链接被激活。 最后，该方法包括允许在更新IIC表和OIF表之一或两者之后以及在IIC的NULL值的定时器持续时间已经到期之后在第二链路上接收数据。