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US 2014/0129032 A1Published application
Genetic learning for environmental control automation
AssigneeThink Automatic, LLC
InventorStephen HARRIS
Life of this patent
Estimating the term…
Abstract
Disclosed is a method and apparatus for an environmental control system in which a genetic learning algorithm creates scenes and scene triggers and in which a fitness function scores the scenes through end-user interaction.
Claims20
A computer implement method of controlling an environmental control device, the method comprising:
- at a first computer, receiving a first device report from a first environmental control device, which device report comprises at least one of event and state information for the first environmental control device;
- sorting the device report by location and environmental control device;
- defining a first scene comprising a first combination of device events and device status and a first scene trigger;
- defining a second scene comprising a second combination of device events and device status and a second scene trigger;
- creating a first scene trigger group comprising scenes associated with the first and second scene triggers;
- and
- utilizing a fitness function to determining a scene trigger score for the scenes in the first scene trigger group.
4 more elements
A non-transient computer-readable medium having stored thereon instructions that, when executed by a processor, configure the processor to:
- receive a first device report from a first environmental control device, which device report comprises at least one of event and state information for the first environmental control device;
- sort the device report by location and environmental control device;
- define a first scene comprising a first combination of device events and device status and a first scene trigger;
- define a second scene comprising a second combination of device events and device status and a second scene trigger;
- create a first scene trigger group comprising scenes associated with the first and second scene triggers;
- and
- utilize a fitness function to determining a scene trigger score for the scenes in the first scene trigger group.
4 more elements
A computer implement method of registering environmental control devices for use in an environmental control system, the method comprising:
- at a first computer, receiving a first set of device commands and attributes for a first environmental control device;
- assigning a first device identifier to the first environmental control device;
- receiving a second set of device commands and attributes for a second environmental control device;
- assigning a second device identifier to the second environmental control device;
- wherein the first and second set of attributes comprise a common location;
- for environmental control devices in the common location, performing a genetic operator on the sets device commands to generate scene candidates;
- and
- performing a fitness function on the scene candidates to develop a scene trigger score.
5 more elements
Dependencies are inferred from the claim text.