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公开(公告)号:US11977632B2
公开(公告)日:2024-05-07
申请号:US17238248
申请日:2021-04-23
Applicant: Booz Allen Hamilton Inc.
Inventor: Robert J. Joyce , Edward Raff
IPC: G06F21/56 , G06F18/23 , G06F18/2431
CPC classification number: G06F21/564 , G06F18/23 , G06F18/2431
Abstract: Disclosed are methods and apparatuses for classifier evaluation. The evaluation involves constructing a ground truth refinement having a degree of error within specified bounds from a malware reference dataset as an approximate ground truth refinement. The evaluation further involves using the approximate ground truth refinement to determine at least one of: a lower bound on precision or an upper bound on recall and accuracy. The evaluation further involves evaluating a classifier by evaluating at least one of a classification method or clustering method by examining changes to the upper bound and/or the lower bound produced by the approximate ground truth refinement.
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公开(公告)号:US20240064163A1
公开(公告)日:2024-02-22
申请号:US18451512
申请日:2023-08-17
Applicant: Booz Allen Hamilton Inc.
Inventor: Ammad Jilani , Jeffrey M. Liott , Stephen Mao , Steven McDaniel , Gregory McCullough , Arjun Raman , Eric Tang
CPC classification number: H04L63/1425 , G06F16/258 , G06F16/254
Abstract: Exemplary systems and methods are directed to risk-based observability of a platform. Data is received from plural devices from one or more computing environments on a network. The received data is in a raw data format according to the computing environment or platform from which it was received. The received data is converted from the raw format to a structured format. The converted data is enhanced by adding contextual information associated with a corresponding one of the plural devices. A risk analysis is performed on the enhanced data based on one or more risk detection rules applied to the network. One or more tags are applied to the enhanced data based on results of the risk analysis. Data analysis is performed on the enhanced data to identify devices from aggregate sources. The data is sent to one or more destinations on the network based on the applied tags.
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公开(公告)号:US11835270B1
公开(公告)日:2023-12-05
申请号:US16448271
申请日:2019-06-21
Applicant: Booz Allen Hamilton Inc.
Inventor: Igor Vaisman , Joshua Peters , Martin Seifert
CPC classification number: F25B19/00 , F25B41/31 , F25B49/00 , F25B2400/0409 , F25B2700/197
Abstract: Thermal management systems include an open circuit refrigeration system featuring a receiver configurable to store a refrigerant fluid, an evaporator configurable to extract heat from a heat load when the heat load contacts the evaporator, and an exhaust line, where the receiver, the evaporator, and the exhaust line are connected to form a refrigerant fluid flow path, and a first control device configurable to control a vapor quality of the refrigerant fluid at an outlet of the evaporator along the refrigerant fluid flow path.
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公开(公告)号:US11801731B1
公开(公告)日:2023-10-31
申请号:US16807353
申请日:2020-03-03
Applicant: Booz Allen Hamilton Inc.
Inventor: Igor Vaisman , Joshua Peters
CPC classification number: B60H1/00899 , B60H1/143 , B60H2001/00928
Abstract: A thermal management system includes an open-circuit refrigeration system having an open-circuit refrigerant fluid flow path. The open-circuit refrigeration system includes a receiver configured to store a refrigerant fluid, an evaporator configured to receive the refrigerant fluid at an evaporator inlet and to extract heat from a heat load that contacts the evaporator, and provide refrigerant vapor at an evaporator outlet. The open-circuit refrigeration system also includes a vapor pump device having a vapor pump inlet that receives the refrigerant vapor and having a vapor pump outlet that outputs compressed refrigerant vapor to an exhaust line coupled to the vapor pump outlet, with the receiver, the evaporator, the vapor pump device, and the exhaust line connected in the open-circuit refrigerant fluid flow path.
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公开(公告)号:US11796230B1
公开(公告)日:2023-10-24
申请号:US16872584
申请日:2020-05-12
Applicant: Booz Allen Hamilton Inc.
Inventor: Igor Vaisman , Joshua Peters , Jacob Swain
CPC classification number: F25B25/02 , F25B7/00 , F25B25/005 , F25B39/026
Abstract: A thermal management system includes a refrigerant receiver configured to store a refrigerant fluid, a closed-circuit refrigeration system having a closed-circuit fluid path with the refrigerant receiver, and with the closed-circuit refrigeration system configured to receive refrigerant from the refrigerant receiver through the closed-circuit fluid path, an open-circuit refrigeration system having an open-circuit fluid path, and with the refrigerant receiver disposed in the open-circuit fluid path, with the open-circuit refrigeration system configured to receive refrigerant through the open-circuit fluid path, and discharge refrigerant fluid through an exhaust line, and an evaporator arrangement configured to receive the refrigerant and to extract heat from at least one heat load, the evaporator arrangement having an inlet and an outlet, with the evaporator disposed in a common portion of the closed-circuit fluid path and the open-circuit fluid path.
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公开(公告)号:US11764817B2
公开(公告)日:2023-09-19
申请号:US17493622
申请日:2021-10-04
Applicant: Booz Allen Hamilton Inc.
Inventor: Ioannis Syllaios , Alex Saunders , Katherine Olsen , Michael Calabro
CPC classification number: H04B1/18 , G06F18/23 , H04B1/7101
Abstract: Exemplary embodiments of the present disclosure are directed to a machine learning-based receiver that operates on the basis of a wide-band RF front-end. The RF front-end outputs clean IQ data to a SPectrum-Analysis-Isolation-Synthesis (SPAIS) system in order to collect analytics of signals present within the monitored band of frequencies, including signal center frequencies, bandwidth and power. The SPAIS system pre-processes the captured wideband IQ data in order to locate frequency bands with signal energy, isolate and synthesize the located frequency bands in corresponding IQ data for individual processing by a neural network with high classification accuracy.
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公开(公告)号:US11727037B2
公开(公告)日:2023-08-15
申请号:US17385105
申请日:2021-07-26
Applicant: Booz Allen Hamilton Inc.
Inventor: Fred Sun Lu , Edward Simon Paster Raff
CPC classification number: G06F16/285 , G06N5/04
Abstract: A method and system for configuring a computer for data classification using ordinal regression includes: receiving and storing a data set having data with a plurality of data features that have an ordinal relationship; generating a plurality of ordinal classification bins based on the relationship of the data features, at least one ordinal classification bin having walls defined by at least two hyperplanes; generating an ordinal regression model of the data set illustrating the data of the data set arranged into the plurality of ordinal classification bins; and tuning the slopes of the walls of the at least one ordinal classification bin based on the relationships between the plurality of data features of the data arranged within the at least one ordinal classification bin such that the slopes of the two hyperplanes defining the walls of the at least one ordinal classification bin are not parallel.
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公开(公告)号:US11698210B1
公开(公告)日:2023-07-11
申请号:US17178380
申请日:2021-02-18
Applicant: Booz Allen Hamilton Inc.
Inventor: Igor Vaisman , Joshua Peters
CPC classification number: F25B13/00 , F25B39/00 , F25B41/26 , F25B43/00 , F25B49/02 , F25B2313/02741 , F25B2341/0015 , F25B2400/0407 , F25B2400/0411
Abstract: A thermal management system includes an integrated open-circuit refrigeration system and closed-circuit heat pump system. The thermal management system includes a receiver having a first receiver port and a second receiver port, the receiver configured to store a refrigerant fluid, an evaporator having a first evaporator port and a second evaporator port, the heat pump circuit having a closed-circuit fluid path with the receiver and the evaporator and an open-circuit refrigeration system configured to receive refrigerant from the receiver, with the open-circuit refrigeration system having an open-circuit fluid path that includes the receiver and the evaporator.
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公开(公告)号:US20230170661A1
公开(公告)日:2023-06-01
申请号:US17391237
申请日:2021-08-02
Applicant: Booz Allen Hamilton Inc.
Inventor: Jennifer Riley , Edward Merryman , Joseph Shepard
CPC classification number: H01S3/0404 , H01S3/094 , H01S3/06754
Abstract: Described is a directed energy system that has a compact and modular configuration and that enables movement/assembly by a two-user team. The directed energy system includes one or more high-power laser sources that house one or more high-power fiber amplifiers, a beam combiner optically coupled to the one or more high-power laser sources, a beam director coupled to the beam combiner, a command and control module configurable to control operation of the one or more high-power fiber amplifiers. The directed energy system also includes a handheld controller with an integrated monitor, the handheld controller configurable to send control signals to the handheld controller module to control operation of the handheld controller module and a power module that includes batteries and power converters that provide electrical power required to run the directed energy system. Cooling of the directed energy system is performed only by ambient air contacting the directed energy system and without application of any external coolant medium to the system.
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公开(公告)号:US11644251B2
公开(公告)日:2023-05-09
申请号:US17846916
申请日:2022-06-22
Applicant: Booz Allen Hamilton Inc.
Inventor: Igor Vaisman , Joshua Peters
CPC classification number: F28D20/021 , F25B5/04 , F25B9/008 , F25B19/005 , F25B39/00 , F25B41/31 , F25B43/043 , F25B2309/061 , F25B2400/16 , F25B2400/19 , F25B2400/23 , F25B2400/24
Abstract: A thermal management system includes a closed-circuit refrigeration system (CCRS) that includes a vapor cycle system (VCS). The VCS includes a receiver configured to store a refrigerant fluid; a liquid separator; a compressor; a condenser; at least one evaporator configured to extract heat from at least one heat load that is in thermal conductive or convective contact with the evaporator; and a thermal energy storage (TES) that stores a phase change material. The thermal management system further includes a liquid pumping system (LPS) that includes the TES, the at least one evaporator, and the liquid separator, with the LPS further including a pump. The VCS is configured to operate one at a time in at least one of three operational modes that are a TES cooling mode, a heat load cooling mode, or a pump-down mode. The LPS is configured to operate in the heat load cooling mode.
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