Renee R Jacobs

US Patent:

20210080139, Mar 18, 2021

Filed:

Sep 17, 2020

Appl. No.:

17/024404

Inventors:

- Auburn Hills MI, US
Renee R. Jacobs - Leawood KS, US
Victoria M. Toner - Port Washington WI, US
Rachel D. M. Ellerman - Shorewood WI, US
Caroline T. Moore - Decatur GA, US

International Classification:

F24F 11/38
G06Q 10/06
G06Q 50/16
G05B 19/042
F24F 11/64
F24F 11/65

Abstract:

A building management system (BMS) for heating, ventilation, or air conditioning (HVAC) parameters in a building. The BMS includes one or more processing circuits including one or more memory devices coupled to one or more processors. The one or more processors query a training data storage and receive training data, institute a policy with a machine learning engine and train the policy using the training data, receive temperature, pressure, and humidity (TPH) sensor data from one or more sensors, determine a fault based on the TPH sensor data, provide the TPH sensor data and the fault to the policy of the machine learning engine and output a corrective action to resolve the fault, and generate a work order for a user based on the TPH sensor data, the determined fault and the corrective action.

US Patent:

20210080143, Mar 18, 2021

Filed:

Sep 17, 2020

Appl. No.:

17/024376

Inventors:

- Auburn Hills MI, US
Mervyn Tremayne Drieberg - Apopka FL, US
Alden R. Winters - Seven Valleys PA, US
Renee R. Jacobs - Leawood KS, US
Fawn R. Staerkel - Phoenix AZ, US
Rachel D.M. Ellerman - Shorewood WI, US

International Classification:

F24F 11/64
F24F 11/58
F24F 11/38
F24F 11/523
F24F 110/40
F24F 110/20
F24F 110/10

Abstract:

A building management system for monitoring and controlling HVAC parameters in a building includes one or more processing circuits configured to initialize a predictive model for predicting temperature, pressure, and humidity within a target area and an adjacent area of the building, receive target area data from a target area sensor array configured to measure temperature, pressure, and humidity of the target area, receive adjacent area data from an adjacent area sensor array configured to measure temperature, pressure, and humidity of the adjacent area, execute the predictive model based on the target area data and the adjacent area data to generate a prediction of future temperature, pressure, and humidity within the target area, and control operation of HVAC equipment to maintain the temperature, pressure, and humidity of the target area within a compliance standard.

US Patent:

20210081811, Mar 18, 2021

Filed:

Sep 17, 2020

Appl. No.:

17/024387

Inventors:

- Auburn Hills MI, US
Renee R. Jacobs - Leawood KS, US
Fawn R. Staerkel - Phoenix AZ, US
Rachel D.M. Ellerman - Shorewood WI, US
Tyler Brown - New Haven CT, US

International Classification:

G06N 5/02
G06Q 50/16
G06Q 30/00
G06Q 10/10
G06Q 10/00
G06Q 50/26
G05B 19/042

Abstract:

A building management system (BMS) includes a sensor array structured to provide sensor data indicative of temperature, pressure, and humidity in an interior space, and one or more processing circuits configured to execute stored instructions to receive the sensor data from the sensor array, generate, based on the sensor data, trend data indicative of the temperature, pressure, and humidity of the interior space over a period of time, generate, based on the trend data, a prediction of future trend data for the interior space, compare the sensor data and the prediction to a compliance standard, and initiate an automated response process in response to a determining that at least one of the sensor data or the prediction does not meet the compliance standard.