Abstract: System and methods for automatic detection and clustering of variable air volume units in a building management system are disclosed. In one aspect, a method includes receiving one or more of variable air volume unit (VAV) data and an air handling unit (AHU) data from one or more data sources, determining one or more VAVs as a suspect VAV based on the VAV data and the AHU data, and removing the suspect VAV to determine a duct static pressure setpoint for an AHU.

Abstract: One implementation of the present disclosure is a system including a data network, a source device, and a target device. The data network is configured to wirelessly communicate data, the source device is configured to wirelessly communicate data, and the target device is configured to wirelessly communicate data. The target device and the source device utilize a first medium access control (MAC) protocol during a first time interval of a duty cycle and a second MAC protocol during a second time interval of the duty cycle.

Abstract: A method for managing a retail environment includes identifying a plurality of shopping carts traveling through an aisle of a retail environment; retrieving information of respective times of the plurality of shopping carts entering the aisle, and respective times of the plurality of shopping carts leaving the aisle; associating the plurality of shopping carts with respective transaction identifications; generating a database comprising the transaction identifications and respective items, the items of each transaction identification comprising at least a dwell time class, respective purchase states of one or more products deployed along the aisle, and respective query states of the one or more product; calculating a respective product conversion rate of each of the transaction identifications based on the database; and providing an aisle product conversion rate for managing product placements in the retail environment based on the respective product conversion rate of each of the transaction identifications.

Abstract: One implementation of the present disclosure is a system including a data network, a source device, and a target device. The data network is configured to wirelessly communicate data, the source device is configured to wirelessly communicate data, and the target device is configured to wirelessly communicate data. The target device and the source device utilize a first medium access control (MAC) protocol during a first time interval of a duty cycle and a second MAC protocol during a second time interval of the duty cycle.