An agricultural operations validation system works with a task controller of an agricultural machine that communicates operating instructions over a bus to operating elements of the machine to execute agricultural operations. A controller of the system includes a system processor executing programming instructions to (i) receive an operating file defining the operating instructions from an external device, (ii) communicate with the task controller to transfer the operating instructions, (iii) acquire performance information related to execution of the operating instructions, and (iv) compare the performance information to the operating instructions.

A device and method are disclosed for optimizing self-power consumption. The device may sense one or more operating conditions of the device. The device may further select one or more operating parameters associated with at least one of the one or more operating conditions. The device may also estimate a power consumption associated with executing an algorithm to generate at least one updated value for at least one of the one or more operating parameters as well as estimate a power savings associated with operating using the updated value. The device may compare the estimated power consumption to the estimated power savings and determine whether to execute the algorithm based on the comparing.

A method and program for printing a three-dimensional part with an additive manufacturing system, the method including generating or otherwise providing strain data from a digital model of the three-dimensional part, orienting the digital model to align the directions of high tensile strain in a build plane, and printing the three-dimensional part in a layer-by-layer manner based on the oriented digital model with the additive manufacturing system.

In a thermal load estimation device, a process in which a state estimating unit estimates a state amount indicating a state of a target area at an estimation target time by using measurement data obtained by measuring a state amount of the target area, air conditioner operation data indicating an operation state of an air conditioner disposed in the target area, and a thermal load of the target area estimated by a thermal load estimating unit, and a process in which the thermal load estimating unit estimates the thermal load of the target area by using the measurement data, the air conditioner operation data, and an estimation value of the state amount of the target area estimated by the state estimating unit are alternately performed, so that a thermal load likely to be the thermal load of the target area at the estimation target time is estimated.

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for performing a thermostat-based demand response event. In one aspect, a method includes accessing, for sites, historical readings of HVAC activity, indoor temperature, and outdoor temperature and building a model for each of the sites using the historical readings of HVAC activity, indoor temperature, and outdoor temperature. The method also includes using a simulation engine to achieve a target load shed and load reduction shape for a thermostat-based demand response event, and performing the thermostat-based demand response event based on results of the simulation engine.

A method includes providing a net consumption trajectory comprising net consumption targets for one or more subperiods of a time period. Each net consumption target indicates a target difference from a beginning of a time period to an end of the subperiod between total consumption and total production or offset. The method also includes generating, for a subperiod of the plurality of subperiods, a set of curtailment actions predicted to achieve the net consumption target for the subperiod and implementing the set of curtailment actions.

Carbon management systems and carbon optimization systems are provided. The systems can include: processing circuitry operably coupled to a carbon site control module, wherein the carbon site control module is operably engaged with one or more of a carbon resource module, a carbon capture control module, and/or a building management system.

Resources of a system for controlling optically switchable windows may be used for a personal computing unit. The window system resources may include (i) a display associated with an optically switchable window, (ii) one or more processors of one or more controllers on a window network connected to a plurality of optically switchable windows in a building, wherein the one or more controllers are configured to vary tint states of the plurality of optically switchable windows in the building, (iii) memory of one or more controllers on the window network connected to the plurality of optically switchable windows in the building, and/or (iv) at least a part of the window network.

A method of configuring a field device includes identifying an original Open Platform Communications Unified Architecture (OPC UA) server provided for a field device of the same type; creating a data set of values of parameters of the original OPC UA server; storing the created data set of the values of parameters of the original OPC UA server in a storage medium separate to the original OPC UA server; and generating a configuration for the field device comprising utilizing the created data set of the values of parameters of the original OPC UA server in the storage medium separate to the original OPC UA server.

A distributed system of home device controllers can control a set of home devices. A home device controller of the system can determine a set of configurations for a set of home devices being repeatedly configured by a user. The controller can automatically display a selectable feature indicating a suggested scene corresponding to the set of configurations for the set of home devices. The system can receive one or more inputs to select the suggested scene, and based at least in part on the one or more inputs, associate the suggest scene with a set of triggers. In response to detecting the set of triggers, the controller can automatically transmit a set of commands that correspond to the suggested scene to the set of home devices to execute the suggested scene.