Abstract: Operating HVAC systems using occupancy sensing systems is described herein. One device includes instructions to receive information defining a plurality of spaces of a building, occupancy sensing system information describing a location of each of a plurality of occupancy sensing system fixtures with respect to a representation of the building, and HVAC system information describing a relationship between the plurality of spaces and a plurality of HVAC devices in the building, create a mapping between a space, a fixture, and an HVAC device based on the building information, and modify an operation of the HVAC device based on the mapping and responsive to a determination of occupancy in the space by the fixture.

Abstract: An integrated energy optimizer having an edge side and a cloud side. The edge side may incorporate an energy optimizer, a building management system connected to the energy optimizer, a controller connected to the building management system, and equipment connected to the controller. The cloud side may have a cloud connected to the energy optimizer and to the building management system, and a user interface connected to the cloud. Data from the field sensor may go to the optimizer and the building management system. The data may be processed at the optimizer and the building management system for proper settings at the building management system.

Abstract: Operating HVAC systems using occupancy sensing systems is described herein. One device includes instructions to receive a mapping describing relationships between a space of a plurality of spaces of a building, a plurality of fixtures of an occupancy sensing system installed in the space, and an upstream HVAC device associated with the building, wherein the upstream HVAC device serves a zone including the space, receive occupancy data determined by the fixture over a time period, filter the occupancy data to determine occupancy information associated with the fixture over the time period, determine an occupancy model associated with the space based on the occupancy information associated with the fixtures, and modify an operation of the upstream HVAC device based on the mapping and the occupancy model.

Abstract: Devices, methods, and systems for building comfort control are described herein. One system includes computing device for building comfort control, comprising: a memory, and a processor configured to execute instructions to: receive feedback from a plurality of users on a comfort level for an area of a building, generate a comfort model for each of the plurality of users based on the feedback, and adjust a number of settings of a heating, ventilation, and air conditioning (HVAC) unit for the area based on the comfort model for users among the plurality of users who are currently in the area.

Abstract: Methods, devices, and systems for aircraft taxi routing are described herein. One device includes instructions stored thereon which, when executed by a processor, cause the processor to receive a record of a plurality of historical routes taken by a plurality of aircraft through taxiways of an airport, receive an indication of a plurality of conditions particular to the airport, receive an indication of a starting point of a proposed route in the airport and an endpoint of the airport, wherein the starting point and the endpoint are associated with a proposed taxiing of an aircraft, determine a route between the starting point and the endpoint based on the plurality of historical routes and the plurality of conditions, and provide the determined route to an air traffic controller.

Abstract: Methods, devices, and systems for aircraft taxiway routing are described herein. One device includes a memory, and a processor to execute executable instructions stored in the memory to receive routing data associated with an airfield of an airport, determine a group of taxiway routes associated with the airfield of the airport using the routing data where each respective taxiway route includes a number of taxiway segments, receive a routing plan request, generate a routing plan for an aircraft at the airfield using the group of taxiway routes in response to receiving the routing plan request, and a user interface to display the routing plan in a single integrated display.

Abstract: Operating HVAC systems using occupancy sensing systems is described herein. One device includes instructions to receive information defining a plurality of spaces of a building, occupancy sensing system information describing a location of each of a plurality of occupancy sensing system fixtures with respect to a representation of the building, and HVAC system information describing a relationship between the plurality of spaces and a plurality of HVAC devices in the building, create a mapping between a space, a fixture, and an HVAC device based on the building information, and modify an operation of the HVAC device based on the mapping and responsive to a determination of occupancy in the space by the fixture.

Abstract: Operating heating, ventilation, and air conditioning (HVAC) systems using occupancy sensing systems is described herein. One device includes instructions which, when executed by a processor, cause the processor to receive a mapping between a space of a plurality of spaces of a building, a fixture of a plurality of occupancy sensing system fixtures in the building, and an HVAC device of a plurality of HVAC devices associated with the building, and modify an operation of the HVAC device based on the mapping and responsive to a determination of occupancy in the space by the fixture.

Abstract: Operating HVAC systems using occupancy sensing systems is described herein. One device includes instructions to receive a mapping describing relationships between a space of a plurality of spaces of a building, a plurality of fixtures of an occupancy sensing system installed in the space, and an upstream HVAC device associated with the building, wherein the upstream HVAC device serves a zone including the space, receive occupancy data determined by the fixture over a time period, filter the occupancy data to determine occupancy information associated with the fixture over the time period, determine an occupancy model associated with the space based on the occupancy information associated with the fixtures, and modify an operation of the upstream HVAC device based on the mapping and the occupancy model.

Abstract: A method includes aggregating multiple zones of an indoor structure, each zone having associated comfort limits, formulating an aggregated single zone model predictive control (MPC) problem representative of the multiple zones for a heating ventilation and air conditioning (HVAC) system, determining optimal aggregated actions as a function of the aggregated single zone model predictive control problem, simulating an optimal trajectory of indoor qualities, and determining zone temperature setpoints to comply with the comfort limits for each zone and pre-cool the indoor structure.

Abstract: Methods, devices, and systems for aircraft taxi routing are described herein. One device includes instructions stored thereon which, when executed by a processor, cause the processor to receive a record of a plurality of historical routes taken by a plurality of aircraft through taxiways of an airport, receive an indication of a plurality of conditions particular to the airport, receive an indication of a starting point of a proposed route in the airport and an endpoint of the airport, wherein the starting point and the endpoint are associated with a proposed taxiing of an aircraft, determine a route between the starting point and the endpoint based on the plurality of historical routes and the plurality of conditions, and provide the determined route to an air traffic controller.

Abstract: A fuel sub-metering mechanism for appliances that consume fuel. Each appliance may have a firing rate indicator. An individual fuel line may be connected to each appliance. A main fuel line may be connected to individual fuel lines. A meter may be connected to the main fuel line. A processor may be connected to the firing rate indicators and to the meter. The meter may measure total fuel consumption by the appliances. The processor may provide a sub-meter estimate of fuel consumed by each appliance. The sub-meter estimate may be based at least in part on a firing rate of the respective appliance and the total fuel consumption as indicated by the meter.

Abstract: Methods, devices, and systems for aircraft taxiway routing are described herein. One device includes a memory, and a processor to execute executable instructions stored in the memory to receive routing data associated with an airfield of an airport, determine a group of taxiway routes associated with the airfield of the airport using the routing data where each respective taxiway route includes a number of taxiway segments, receive a routing plan request, generate a routing plan for an aircraft at the airfield using the group of taxiway routes in response to receiving the routing plan request, and a user interface to display the routing plan in a single integrated display.

Abstract: A supervisory controller for heating, ventilation, and air conditioning (HVAC) systems is described herein. One device includes a data management module configured to receive a zone demand signal from a local controller of a zone of an HVAC system and receive a number of additional signals from a number of sensors, and a parameter identification module configured to determine, based on the zone demand signal, whether the zone is in a comfort state by loading a best model structure from a number of models and identifying parameters of the best model structure based on data received from the data management module.

Abstract: Devices, methods, and systems for determining costs associated with an HVAC system are described herein. One device includes a memory, and a processor configured to execute executable instructions stored in the memory to identify a number of parameters associated with a zone of an HVAC system, to input the identified parameters into a first model, estimate, using the first model, an unmeasured heat gain occurring in the zone based on the input parameters, to input actions associated with an adjustment of a temperature set point of the zone, based on the estimated unmeasured heat gain occurring in the zone and the adjustment of the temperature set point of the zone, into a second model, and determine, using the second model, a cost associated with the adjustment of a temperature set point of the zone based on the estimated unmeasured heat gain occurring in the zone.

Abstract: Methods, devices, and systems for assigning spaces in a building based on comfort models are described herein. One device includes a memory, and a processor configured to execute executable instructions stored in the memory to receive occupant feedback for a number of occupants of a building, receive a number of variables associated with the building, generate a comfort model for each respective occupant of the building using the occupant feedback and the number of variables associated with the building, and assign each respective occupant to a space in the building based on the comfort model generated for each respective occupant and the number of variables associated with the building.

Abstract: Devices, methods, and systems for building comfort control are described herein. One system includes computing device for building comfort control, comprising: a memory, and a processor configured to execute instructions to: receive feedback from a plurality of users on a comfort level for an area of a building, generate a comfort model for each of the plurality of users based on the feedback, and adjust a number of settings of a heating, ventilation, and air conditioning (HVAC) unit for the area based on the comfort model for users among the plurality of users who are currently in the area.

Abstract: A method includes pairing manipulated variables and controlled variables in an HVAC system, perturbing a variable, controlling the HVAC system to maintain controlled variables in a comfort range, determining a state of the system, and deriving a model from the state of the system.

Abstract: Devices, methods, and systems for data-driven acceleration of deployed services are described herein. One system includes a database configured to store a plurality of case pairs that correspond to previously calculated models, wherein the previously calculated models are based on a number of features, and wherein each of the plurality of case pairs comprise a first value representative of the number of features and a second value representative of deployed heating, ventilation, and air conditioning (HVAC) resources, a ranking engine configured to rank each of the plurality of case pairs based on a performance of the deployed services, and a deployment engine configured to: receive actual feature values, and deploy HVAC resources based on a comparison between the actual feature values and the plurality of ranked case pairs.

Abstract: A sun blinds system for light conditions control in a room or space. The space or room with one or more windows may have a set of sun blinds that have a position to cover the whole or part of the window to prevent to an extent, as desired by an occupant or occupants, sunlight from entering the space. Parameters such as space light level, glare, weather conditions, time of year and day, cloud cover, space temperature and occupancy may be entered in a database. A learning supervisor may determine the position of the sun blinds in view of the parameters and previous manual sun blinds' settings by occupants, and provide the position to a sun blinds controller.