Disclosed are a dynamic lightning protection method and system. The method includes detecting lightning in real time and tracking a position of a thunderstorm; and performing dynamic lightning protection and control on an electrical grid according to an electrical grid control strategy before the thunderstorm reaches or affects the electrical grid. Further disclosed is a dynamic lightning protection system.

Systems and methods for monitoring and diagnosis of equipment health. An example method may include commencing operation of a monitoring system of a well construction system to cause the monitoring system to receive sensor data facilitated by sensors disposed in association with a corresponding piece of equipment, detect an abnormal condition associated with a piece of equipment based on the sensor data, and output abnormal condition information indicative of the abnormal condition to a first communication device. The method may further include displaying on the first communication device to technical support personnel the abnormal condition information, receiving by the first communication device from the technical support personnel mitigation information indicative of mitigating action to be performed to mitigate the abnormal condition, and transmitting the mitigation information from the first communication device to a second communication device to be viewed by maintenance personnel who are to perform the mitigating action.

Systems and methods for monitoring and diagnosis of equipment health. An example method may include commencing operation of a monitoring system of a well construction system to cause the monitoring system to receive sensor data facilitated by sensors disposed in association with a corresponding piece of equipment, detect an abnormal condition associated with a piece of equipment based on the sensor data, and output abnormal condition information indicative of the abnormal condition to a first communication device. The method may further include displaying on the first communication device to technical support personnel the abnormal condition information, receiving by the first communication device from the technical support personnel mitigation information indicative of mitigating action to be performed to mitigate the abnormal condition, and transmitting the mitigation information from the first communication device to a second communication device to be viewed by maintenance personnel who are to perform the mitigating action.

A system and method for controlling automation includes a machine performing at least one operation and including a sensor for generating data in response to a performance of the operation by the machine. Data generated by the sensor is stored for retrieval by a server in data memory storage. The server includes at least one display template for displaying the data, and the server generates a data display by populating the at least one display template with the data. The data template can be populated with data in real time, to display the data display immediate to the generation of the data. The display template includes a data feature which is differentiated for displaying the data feature in a mode determined by the data populating the data display. The data display can be displayed in real time by a user device in communication with the server.

A system and method for controlling automation includes a machine performing at least one operation and including a sensor for generating data in response to a performance of the operation by the machine. Data generated by the sensor is stored for retrieval by a server in data memory storage. The server includes at least one display template for displaying the data, and the server generates a data display by populating the at least one display template with the data. The data template can be populated with data in real time, to display the data display immediate to the generation of the data. The display template includes a data feature which is differentiated for displaying the data feature in a mode determined by the data populating the data display. The data display can be displayed in real time by a user device in communication with the server.

A system of household appliances is configured to provide services according to user identity. The system includes a first appliance, a server or other network device, and a second appliance. The first appliance is configured to collect sensor data associated with an identity of a user. The server or other network device is configured to receive the sensor data from the first appliance and analyze the sensor data to determine the identity of the user. The second appliance is configured to provide a device function to the user based on the identity determined from the sensor data collected by the first appliance.

A system of household appliances is configured to provide services according to user identity. The system includes a first appliance, a server or other network device, and a second appliance. The first appliance is configured to collect sensor data associated with an identity of a user. The server or other network device is configured to receive the sensor data from the first appliance and analyze the sensor data to determine the identity of the user. The second appliance is configured to provide a device function to the user based on the identity determined from the sensor data collected by the first appliance.

Systems and methods for time use optimization are provided. One embodiment of a method includes determining time of use pricing data associated with purchase of energy from an energy provider, partitioning a predetermined amount of time into a plurality of segments, where the plurality of segments corresponds with the higher cost tier and the lower cost tier, and creating an energy set point schedule for setting a set point of a controllable device, where the energy set point schedule sets the set point of the controllable device to a predetermined value for each of the plurality of segments. Some embodiments include determining energy utilized by the controllable device during at least a portion of the energy set point schedule and iteratively altering the energy set point schedule, based on a comparison of the energy utilized and a current status of the energy set point schedule.

Systems and methods for time use optimization are provided. One embodiment of a method includes determining time of use pricing data associated with purchase of energy from an energy provider, partitioning a predetermined amount of time into a plurality of segments, where the plurality of segments corresponds with the higher cost tier and the lower cost tier, and creating an energy set point schedule for setting a set point of a controllable device, where the energy set point schedule sets the set point of the controllable device to a predetermined value for each of the plurality of segments. Some embodiments include determining energy utilized by the controllable device during at least a portion of the energy set point schedule and iteratively altering the energy set point schedule, based on a comparison of the energy utilized and a current status of the energy set point schedule.

A control system for identifying and responding to effective system changes in a monitored system includes data collection, change identification, classifier construction, effective system change and parameter adjustment modules. The data collection module tracks parameters of the monitored system. The change identification module, based on the parameters, identifies: during training, performance changes and first system changes; and post training, a set of performance changes and second system changes. The classifier construction module, based on the performance changes and the first system changes construct a performance-system change classifier module. The performance-system change classifier module, based on the set of performance changes, determines possible system changes and respective probability values. The effective system change module, based on the second and possible system changes, determines effective system changes and respective probability values. The parameter adjustment module controls an actuator of the monitored system based on the effective system changes and the probability values.