A building management system includes connected equipment and a predictive diagnostics system. The connected equipment is configured to measure a plurality of monitored variables. The predictive diagnostics system includes a communications interface, a principal component analysis (PCA) modeler, and a fault predictor. The communications interface is configured to receive samples of the monitored variables from the connected equipment. The PCA modeler is configured to construct PCA models for a plurality of operating states of the connected equipment using the samples of the monitored variables. Each PCA model defines a location of one of the operating states in a multidimensional modeling space. The fault predictor is configured to determine a proximity of a new sample of the monitored variables to one or more of the operating states using the PCA models and to predict a fault occurrence based on the proximity.

Systems and processes for operating an intelligent automated assistant are provided. In one example process, discourse input representing a user request can be received. The process can determine one or more possible device characteristics corresponding to the discourse input. Data structure representing a set of devices of an established location can be retrieved. The process can determine, based on the data structure, one or more candidate devices from the set of devices. The one or more candidate devices can correspond to the discourse input. The process can determine, based on the one or more possible device characteristics and one or more actual device characteristics of the one or more candidate devices, a user intent corresponding to the discourse input. Instructions that cause a device of the one or more candidate devices to perform an action corresponding to the user intent can be provided.

In some implementations, a computing device can present accessory state information. For example, the computing device can receive accessory state information from various accessories and present status items representing the current state of the accessories. The status items can be prioritized according to classifications assigned to accessories and/or accessory state information. The status items can be filtered based on a role assigned to the user of the computing device. Additional implementations and details are described in the paragraphs that follow.

A movable device and a method for monitoring an operation cycle of an appliance are disclosed. For example, the movable device includes an operational detection component to receive operational feedback of the appliance, wherein the operational feedback comprises a vibration of the appliance and an audible signal of the appliance, a wireless interface to establish a wireless connection with a mobile endpoint device, a processor in communication with the operational detection component to determine when the appliance is in the operation cycle based upon the operational feedback and to generate a notification message that is sent to the mobile endpoint device when the appliance has completed the operation cycle, a housing enclosing the operation detection component, the wireless interface and the processor and a connection component coupled to the housing to removably couple the apparatus to the appliance.

A method includes establishing a cost for consumption of a given resource by a given resource consumer for a designated period of time, the cost comprising a fixed cost for consumption of the given resource up to a threshold consumption level for the designated time period and an additional cost associated with consumption of the given resource exceeding the threshold consumption level for the designated period of time, monitoring consumption of the given resource by the given resource consumer, determining whether resource consumption by the given resource consumer is projected to exceed the threshold consumption level over the designated time period, generating an alert responsive to determining that resource consumption by the given resource consumer is projected to exceed the threshold consumption level over the designated time period, and providing the alert for presentation via a user interface of a user device associated with the given resource consumer.

Methods and systems are presented for transmitting appliance-specific content to a user device associated with an appliance. In some embodiments, a third party platform may serve as a secure intermediary between a user device associated with an appliance (e.g., an oven) and a third party appliance service provider (e.g., appliance manufacturer). In some embodiments, the third party platform database may store appliance ownership data from the user device and compare an appliance search provided by the appliance service provider with the appliance ownership data in order to match an appliance service provider with a user device associated with an appliance meeting the criteria of the appliance search. The appliance service provider may efficiently transmit appliance-specific content (e.g., a list of approved or preferred appliance servicers) to the appliance user by way of the appliance user's user device. In some embodiments, the data exchange facilitated by the third party platform may be customized based on user-specified appliance center settings.

A sensor and control platform includes a smart wall plate and a variety of optional sensor/control elements that removably couple to and interact and communicate with the smart wall plate to enhance the functionality and power of a premises automation system. The smart wall plate contains a plurality of sensors, a microprocessor control unit, and a wireless transceiver. The optional sensor/control elements can be a control dial, a monitoring device, or a camera. The smart wall plate can dictate the functionality of the optional sensor/control elements or the optional sensor/control elements can alter the functionality of the smart wall plate.

Techniques described herein include a platform and process enabling an electronic appliance to locally store payment credentials, loyalty point information, receive price comparison information for an item, redeem rewards or loyalty points to determine a best offer for the item, and enable delivery of said item to a user with minimal user interaction. In some embodiments, an electronic appliance can receive a query for offers for an item, receive order information from a plurality of merchants about the item, and apply loyalty points to determine an offer for the item. Upon receiving confirmation the electronic appliance may transmit access credentials for ordering the item for delivery and updating the loyalty point information for the account utilized to purchase the item from the determined offer.

In some embodiments, a controller may include a circuit. The circuit may include a network interface configured to couple to a network, a plurality of input/output (I/O) ports configured to couple to a respective plurality of devices, a processor coupled to the network interface and to the plurality of I/O ports, and a memory accessible to the processor. The memory may be configured to store instructions that, when executed, cause the processor to receive data from one or more of the plurality of I/O ports, automatically apply semantic tags to the data, automatically combine the data into a single data stream to determine a pattern, and selectively adjust one or more of a plurality of building operations management tasks in response to determining the pattern.

A method for operating an appliance on a power grid operated by a utility is described. The method includes receiving, at a server associated with the utility, information indicating whether a person is present in a proximity of the appliance, determining, by the server, an operational state of the appliance based on whether the person is present in the proximity of the appliance, and transmitting to the appliance, via a communication link associated with the power grid, control information related to the operational state to control operation of the appliance. Related methods, devices and systems are described.