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公开(公告)号：US11467552B2
公开(公告)日：2022-10-11
申请号：US16630275
申请日：2018-04-03
Applicant: SIEMENS CORPORATION
Inventor： Zhen Song , Xiaofan Wu , Sanjeev Srivastava , Shaili Nepal
Abstract: Systems and methods are provided for generating a flow control plan for a plurality of components in a flow control system. A decentralized multi-agent control framework is used to plan and schedule for each agent independently without a central processor. Each agent of the multi-agent control framework separately optimizes a local portion of the system as a function of values for one or more parameters. Agents communicate with other connected agents, sharing values for parameters. The communication provides a negotiation and consensus for values of the shared parameters that are used by the agent to recalculate optimized parameters values for the local portion of the system.
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公开(公告)号：US20200272743A1
公开(公告)日：2020-08-27
申请号：US16646190
申请日：2018-08-31
Applicant: Siemens Corporation
Inventor： Zhen Song , Rizwan Majeed , Arquimedes Martinez Canedo , Guannan Ren , Gustavo Arturo Quiros Araya
Abstract: A system for checking security vulnerabilities for automation system design includes a security database, an Internet crawler application, and security service application. The security database stores descriptions of known software vulnerabilities related to an automation system. The Internet crawler application is configured to systematically browse the Internet to find new software vulnerabilities related to the automation system and index the new software vulnerability into the security database. The security service application retrieves, from the security database, potential software vulnerabilities related to a hardware/software configuration of the automation system. The security service application also identifies policies related to the potential vulnerabilities. Each policy describes a potential vulnerability and action to be performed in response to detection of the potential vulnerabilities. The security service applies the policies to the hardware/software configuration and software code corresponding to an automation application to identify actual vulnerabilities that can be displayed to a user.
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公开(公告)号：US10719895B2
公开(公告)日：2020-07-21
申请号：US16503941
申请日：2019-07-05
Applicant: Siemens Corporation
Inventor： Zhen Song , Sanjeev Srivastava , Xianjun S. Zheng
IPC: G06Q50/06 , G06F1/3203 , G01R21/00 , F24F11/46 , F24F11/63 , F24F11/52 , F24F11/00 , G05B15/02 , F24F140/60 , F24F140/20
Abstract: A computer-implemented method of splitting whole building energy consumption includes collecting sensor data from a plurality Variable Air Volume (VAV) boxes in a building, an electric meter in the building, and a gas meter in the building. The total heating energy consumption is split across a plurality of zones within the building using the sensor data, thereby yielding heating energy consumption for each zone. The total cooling energy consumption is split across the plurality of zones using the sensor data, thereby yielding cooling energy consumption for each zone and the total ventilation energy consumption is split across the plurality of zones using the sensor data, thereby yielding ventilation energy consumption for each zone. Zone energy consumption by aggregating the heating energy consumption for the zone, the cooling energy consumption for the zone, and the ventilation energy consumption for the zone.
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公开(公告)号：US09933796B2
公开(公告)日：2018-04-03
申请号：US14426851
申请日：2013-09-12
Applicant: Siemens Corporation
Inventor： Zhen Song , Lingyun Wang , Yan Lu
CPC classification number: G05D23/1932 , F24F11/30 , F24F11/46 , F24F11/62 , F24F11/65 , F24F2221/38 , G05B15/02 , G05D23/1902
Abstract: A building has climate control equipment which controls a temperature at different locations. Different locations may be in different control zones controlled by different control devices. An occupant of a location submits a desired location temperature through a user interface on a computing device to a networked server. Setting of a desired temperature is constrained by energy saving policies and by conditions of surrounding locations. An arbitrator device determines based on constraints a new temperature setting. The new temperature setting is accompanied by an energy saving feedback. The occupants confirms the new setting. A climate control device is instructed to apply a device setting to achieve the new temperature. A climate profile of the occupant is learned from previous temperature settings by the occupant.
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公开(公告)号：US20160246297A1
公开(公告)日：2016-08-25
申请号：US15046560
申请日：2016-02-18
Applicant: Siemens Corporation
Inventor： Zhen Song
CPC classification number: G05D1/0022 , B64C39/024 , B64C2201/126 , B64C2201/14 , B64C2201/146 , G08G5/0013 , G08G5/0026 , G08G5/006 , G08G5/0069 , H04B7/18506 , H04L67/10 , H04L67/12 , H04W4/021
Abstract: A cloud-based system for controlling the use of unmanned aerial vehicles (UAVs) is used as the communication path between a pilot and his/her UAV, eliminating the direct communication between pilot and vehicle. The cloud-basedUAV control system is configured to include both “control apps” associated with the actual flight of a UAV and “mission-specific apps” that include a set of instructions for a specific mission (i.e., performing energy audit of an industrial complex). The control apps preferably include flight regulations (as provided by the FAA, for example) that are used define “no-fly zones”. Other legitimate government (or non-government) agencies may provide “electric fence” control apps to the cloud-based system, thus preventing UAVs from entering protected areas. The UAVs interacting with the control system are intelligent, able to receive specific mission-based applications from the control system, allowing the UAVs to collect a wide variety of useful information.
Abstract translation: 用于控制无人机（UAV）使用的基于云的系统被用作飞行员和他/她的UAV之间的通信路径，消除了飞行员和车辆之间的直接通信。 基于云的无人机控制系统被配置为包括与无人机的实际飞行相关联的“控制应用”和“任务特定应用”，其包括针对特定任务的一组指令（即，对工业进行能量审核 复杂）。 控制应用程序最好包括用于定义“禁止飞行区”的飞行规则（例如由FAA提供的）。 其他合法政府（或非政府机构）可以向云计算系统提供“电动围栏”控制应用程序，从而防止无人机进入保护区。 与控制系统交互的无人机是智能的，能够从控制系统接收特定的基于任务的应用，允许无人机收集各种有用的信息。
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Patent Agency Ranking
公开(公告)号：US20190325535A1
公开(公告)日：2019-10-24
申请号：US16503941
申请日：2019-07-05
Applicant: Siemens Corporation
Inventor： Zhen Song , Sanjeev Srivastava , Xianjun S. Zheng
Abstract: A computer-implemented method of splitting whole building energy consumption includes collecting sensor data from a plurality Variable Air Volume (VAV) boxes in a building, an electric meter in the building, and a gas meter in the building. The total heating energy consumption is split across a plurality of zones within the building using the sensor data, thereby yielding heating energy consumption for each zone. The total cooling energy consumption is split across the plurality of zones using the sensor data, thereby yielding cooling energy consumption for each zone and the total ventilation energy consumption is split across the plurality of zones using the sensor data, thereby yielding ventilation energy consumption for each zone. Zone energy consumption by aggregating the heating energy consumption for the zone, the cooling energy consumption for the zone, and the ventilation energy consumption for the zone.
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公开(公告)号：US10438305B2
公开(公告)日：2019-10-08
申请号：US15468154
申请日：2017-03-24
Applicant: Siemens Corporation
Inventor： Zhen Song , Xianjun S. Zheng , Sanjeev Srivastava
IPC: G06Q50/06 , G06F1/3203 , G01R21/00 , F24F11/46 , F24F11/00 , G05B15/02 , F24F11/63 , F24F11/52 , F24F140/20 , F24F140/60
Abstract: A computer-implemented method of splitting whole building energy consumption includes collecting sensor data from a plurality Variable Air Volume (VAV) boxes in a building, an electric meter in the building, and a gas meter in the building. The total heating energy consumption is split across a plurality of zones within the building using the sensor data, thereby yielding heating energy consumption for each zone. The total cooling energy consumption is split across the plurality of zones using the sensor data, thereby yielding cooling energy consumption for each zone and the total ventilation energy consumption is split across the plurality of zones using the sensor data, thereby yielding ventilation energy consumption for each zone. Zone energy consumption by aggregating the heating energy consumption for the zone, the cooling energy consumption for the zone, and the ventilation energy consumption for the zone.
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8.发明申请公开(公告)号：US20180341241A1
公开(公告)日：2018-11-29
申请号：US15603205
申请日：2017-05-23
Applicant: Siemens Corporation
Inventor： Zhen Song
IPC: G05B19/042
Abstract: An approach for configuration and modification of building automation systems by end users using a cloud-based integration rule engine using encapsulate state machine containers.
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公开(公告)号：US11481500B2
公开(公告)日：2022-10-25
申请号：US16646190
申请日：2018-08-31
Applicant: Siemens Corporation
Inventor： Zhen Song , Rizwan Majeed , Arquimedes Martinez Canedo , Guannan Ren , Gustavo Arturo Quiros Araya
Abstract: A system for checking security vulnerabilities for automation system design includes a security database, an Internet crawler application, and security service application. The security database stores descriptions of known software vulnerabilities related to an automation system. The Internet crawler application is configured to systematically browse the Internet to find new software vulnerabilities related to the automation system and index the new software vulnerability into the security database. The security service application retrieves, from the security database, potential software vulnerabilities related to a hardware/software configuration of the automation system. The security service application also identifies policies related to the potential vulnerabilities. Each policy describes a potential vulnerability and action to be performed in response to detection of the potential vulnerabilities. The security service applies the policies to the hardware/software configuration and software code corresponding to an automation application to identify actual vulnerabilities that can be displayed to a user.
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公开(公告)号：US10762475B2
公开(公告)日：2020-09-01
申请号：US15052992
申请日：2016-02-25
Applicant: Siemens Corporation
Inventor： Zhen Song , Arquimedes Martinez Canedo
Abstract: A system for using digital twins for scalable, model-based machine predictive maintenance comprises a plurality of digital twins and a simulation platform. The plurality of digital twins correspond to plurality of remotely located physical machines. Each respective digital twin comprises: product nameplate data corresponding to a unique physical machine, one or more simulation models, and a database comprising run time log data collected from sensors associated with the unique physical machine. The simulation platform is configured to process simulation models corresponding to the plurality of digital twins using a plurality of multiprocessor computer systems.
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