公开(公告)号：US11651285B1

公开(公告)日：2023-05-16

申请号：US17067895

申请日：2020-10-12

申请人： Aptima, Inc.

发明人： Georgiy Levchuk ,  Nathan Schurr ,  Darby Hering ,  Mitch Zakin

IPC分类号： G06N20/00 ,  H04B17/391 ,  G06F1/3203 ,  G06F1/3206 ,  G06F1/3228 ,  H04W52/22

CPC分类号： G06N20/00 ,  G06F1/3203 ,  G06F1/3206 ,  G06F1/3228 ,  H04B17/391 ,  H04W52/223

摘要： Methods to infer user behavior are disclosed comprising a process of predefining one or more activities for a user application, providing a processor based device and user interface configured to operate with the device to support the user with tasks using the user application, the user application communicating an intent message to a transformative power management (TPM) application and the TPM configured to define and output an instruction for the application given the intention and the predefined activities. In some embodiments, the methods are implemented on a processor based device. In some embodiments, the systems and methods apply pattern recognition algorithms and pattern learning algorithms to manage the power allocation to power consuming devices.

公开(公告)号：US10803405B1

公开(公告)日：2020-10-13

申请号：US15952305

申请日：2018-04-13

申请人： Aptima, Inc.

发明人： Georgiy Levchuk ,  Nathan Schurr ,  Darby Hering ,  Mitch Zakin

IPC分类号： G06F1/26 ,  G06N20/00 ,  G06F1/3203

摘要： Methods for power management are disclosed comprising a process of predefining one or more power mode for a user application, providing a processor based device and user interface configured to operate with the device to support the user with tasks using the user application, the user application communicating an intent message to a transformative power management (TPM) application and the TPM configured to define and output a power mode instruction for the application given the intention and the predefined power modes. In some embodiments, the methods are implemented on a processor based device. In some embodiments, the systems and methods apply pattern recognition algorithms and pattern learning algorithms to manage the power allocation to power consuming devices.

公开(公告)号：US09965725B1

公开(公告)日：2018-05-08

申请号：US14557435

申请日：2014-12-01

申请人： Aptima, Inc.

发明人： Georgiy Levchuk ,  Nathan Schurr ,  Darby Hering ,  Mitch Zakin

IPC分类号： G06F1/26 ,  G06N99/00 ,  G06F1/32

CPC分类号： G06N99/005 ,  G06F1/3203 ,  G06F1/3206 ,  G06F1/3228 ,  H04B17/391 ,  H04W52/223

摘要： A method for power management comprising inferring a user behavior from an action, inferring a mission state from the action and an event, forecasting a forecasted action from the user behavior and the mission state and outputting an instruction to modify a power resource allocation based on the forecasted action. A processor based assembly for power management of at least one device comprising a means to infer a user behavior from an action, a means to infer a mission state from the action and an event, a means to forecast and a means to plan power management from the inferred information. In some embodiments, the systems and methods apply pattern recognition algorithms and pattern learning algorithms to manage the power allocation to power consuming devices.