Building management system with linked thermodynamic models for HVAC equipment

Patent metadata

Field	Value
Publication number	US-9798336-B2
Application number	US-201514694675-A
Country	US
Kind code	B2
Filing date	Apr 23, 2015
Priority date	Apr 23, 2015
Publication date	Oct 24, 2017
Grant date	Oct 24, 2017

Abstract

A building management system (BMS) includes one or more sensors that measure a variable state or condition in the BMS and a plurality of BMS devices that operate to affect the variable state or condition measured by the one or more sensors. Each of the BMS devices stores a thermodynamic block that models the BMS device. Each of the thermodynamic blocks includes a list of connections and a list of stats. The connections define one or more inputs to the thermodynamic block and one or more outputs from the thermodynamic block. The stats define one or more relationships between the inputs and the outputs. Each of the BMS devices includes a solver configured to perform calculations using the stats and connections defined by the thermodynamic block stored within the BMS device.

First claim

What is claimed is:

1. A building management system (BMS) comprising:
one or more sensors that measure a variable state or condition in the building management system; and
a plurality of BMS devices that operate to affect the variable state or condition measured by the one or more sensors, wherein each of the BMS devices stores a thermodynamic block that models the BMS device;
wherein each of the thermodynamic blocks comprises a list of connections that define one or more inputs to the thermodynamic block and one or more outputs from the thermodynamic block a list of stats that define one or more relationships between the inputs and the outputs;
wherein each of the BMS devices comprises a solver configured to perform calculations using the stats and connections defined by the thermodynamic block stored within the BMS device.

2. The building management system of claim 1 , wherein the plurality of BMS devices comprise:
a plurality of atomic BMS devices comprising lowest level equipment in the building management system; and
a controller that operates to control a subsystem comprising the plurality of atomic BMS devices.

3. The building management system of claim 2 , wherein:
each of the atomic BMS devices stores an atomic thermodynamic block that represents the atomic BMS device and models a performance of the atomic BMS device; and
the controller stores a non-atomic thermodynamic block that represents the subsystem comprising the plurality of atomic BMS devices and models a performance of the subsystem.

4. The building management system of claim 3 , wherein:
the non-atomic thermodynamic block encompasses each of the atomic thermodynamic blocks; and
the controller is configured to calculate an output from the non-atomic thermodynamic block by summing one or more outputs from the atomic thermodynamic blocks.

5. The building management system of claim 3 , wherein:
the controller is configured to request the atomic thermodynamic blocks from the plurality of atomic BMS devices;
the plurality of atomic BMS devices are configured to send the atomic thermodynamic blocks to the controller in response to the request; and
the controller is configured to update the non-atomic thermodynamic block stored within the controller using the atomic thermodynamic blocks received from the plurality of atomic BMS devices.

6. The building management system of claim 1 , wherein the solver is configured to:
access the list of connections and the list of stats provided by a thermodynamic block;
identify one or more time series data inputs defined by the list of connections, wherein the time series data inputs are measured by the one or more sensors;
identify one or more functions that use the identified time series data inputs, wherein the functions are defined by the list of stats; and
calculate one or more virtual data points not measured by the one or more sensors by applying the identified functions to the identified time series data inputs.

7. The building management system of claim 1 , wherein the solver is configured to:
access the list of connections and the list of stats provided by a thermodynamic block;
identify one or more data inputs defined by the list of connections, wherein the identified data inputs are projected future data inputs;
identify one or more functions, defined by the list of stats, that use the projected future data inputs; and
simulate a future performance of the building management system by applying the identified functions to projected future data inputs.

8. The building management system of claim 1 , wherein the solver is configured to:
identify one or more sub-blocks encompassed by a non-atomic thermodynamic block;
retrieve, from the one or more identified sub-blocks, the connections and the stats provided by the one or more identified sub-blocks;
generate a system of equations using the retrieved connections and stats; and
solve the system of equations to calculate one or more unknown values not measured by the one or more sensors.

9. The building management system of claim 1 , wherein the solver is configured to:
identify the connections and the stats provided by one or more of the thermodynamic blocks;
generate a system of equations using the identified connections and stats, the system of equations comprising a plurality of variables;
determine, for each of the plurality of variables with an unknown value, whether the unknown value can be calculated using the system of equations based on one or more of the plurality of variables with a known value; and
in response to a determination that the unknown value cannot be calculated using the system of equations, determine one or more additional constraints required to calculate the unknown value.

10. The building management system of claim 9 , wherein the solver is configured to generate a user interface comprising:
the one or more additional constraints required to calculate the unknown value; and
a recommended action to establish the one or more additional constraints.

11. The building management system of claim 10 , wherein the recommended action comprises at least one of:
installing a new sensor to measure a variable with an unknown value; and
defining a new connection between thermodynamic blocks.

12. A building management system (BMS) comprising:
one or more sensors that measure a variable state or condition in the building management system;
a plurality of atomic BMS devices that operate to affect the variable state or condition measured by the one or more sensors, wherein each of the atomic BMS devices stores an atomic thermodynamic model that represents the atomic BMS device and models a performance of the atomic BMS device;
a controller that operates to control a subsystem comprising the plurality of atomic BMS devices, wherein the controller stores a non-atomic thermodynamic model that represents the subsystem and models a performance of the subsystem;
wherein each of the thermodynamic models comprises a list of connections that define one or more connections to other thermodynamic models and a list of stats that define one or more calculations based on the connections.

13. The building management system of claim 12 , wherein:
the thermodynamic models comprise a first thermodynamic model representing a first thermodynamic system and a second thermodynamic model representing a second thermodynamic system; and
the connections to other thermodynamic models represent an output from the first thermodynamic system that is provided as an input to the second thermodynamic system.

14. The building management system of claim 12 , further comprising a connections database that stores a plurality of connection objects, wherein each of the connection objects corresponds to a connection listed in at least one of the thermodynamic models and defines attributes of the corresponding connection.

15. The building management system of claim 12 , wherein:
the connections define one or more inputs to the thermodynamic model and one or more outputs of the thermodynamic model; and
the stats define one or more relationships between the inputs and the outputs.

16. The building management system of claim 12 , further comprising a stats database that stores a plurality of stat objects, wherein each of the stat objects corresponds to a stat listed in at least one of the thermodynamic models and defines functional relationships between inputs and outputs of the thermodynamic model.

17. The building management system of claim 12 , wherein:
the controller is configured to requ

Assignees

• Johnson Controls Tech Co

Inventors

• Przybylski Andrew J

Classifications

• F24F11/77

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