公开(公告)号：US11181877B2

公开(公告)日：2021-11-23

申请号：US16815077

申请日：2020-03-11

Applicant: Bank of America Corporation

Inventor： Maharaj Mukherjee ,  Jennifer Cooper ,  Jigar Shah ,  Prasad G. Ravva ,  Veerandra S. Srivastava ,  Karthikeyan Natanasabapathy ,  Mohanraj Subramaniam

IPC: G05B19/042 ,  F24F11/46 ,  F24F11/64 ,  F24F11/65 ,  F24F140/60 ,  F24F110/10 ,  F24F120/12 ,  F24F140/50

Abstract: Aspects of the disclosure relate to using machine learning techniques for dynamic occupancy prediction. A computing platform may receive first data that is non-personalized and is associated with a first specific physical space, and may receive second data associated with a second specific physical space. The computing platform may normalize, for a common subspace of the first specific physical space and the second specific physical space, the first data and the second data. Using the normalized data, the computing platform may generate a predicted occupancy value for the common subspace. The computing platform may send commands directing a local HVAC control system, deployed at the common subspace, to perform a resource control action for the common subspace, which may cause the local HVAC control system to perform the resource control action for the common subspace.

公开(公告)号：US20210286333A1

公开(公告)日：2021-09-16

申请号：US16815077

申请日：2020-03-11

Applicant: Bank of America Corporation

Inventor： Maharaj Mukherjee ,  Jennifer Cooper ,  Jigar Shah ,  Prasad G. Ravva ,  Veerandra S. Srivastava ,  Karthikeyan Natanasabapathy ,  Mohanraj Subramaniam

IPC: G05B19/042 ,  F24F11/46 ,  F24F11/64 ,  F24F11/65

Abstract: Aspects of the disclosure relate to using machine learning techniques for dynamic occupancy prediction. A computing platform may receive first data that is non-personalized and is associated with a first specific physical space, and may receive second data associated with a second specific physical space. The computing platform may normalize, for a common subspace of the first specific physical space and the second specific physical space, the first data and the second data. Using the normalized data, the computing platform may generate a predicted occupancy value for the common subspace. The computing platform may send commands directing a local HVAC control system, deployed at the common subspace, to perform a resource control action for the common subspace, which may cause the local HVAC control system to perform the resource control action for the common subspace.