Abstract: A modular hardware solution for a smart home gateway that can support multiple communication protocols with different functionalities. The smart home gateway is modular in nature, and the associated modules, units, and components can be installed, modified, or removed easily on the base board. The processing unit integrated is equipped with multi-thread firmware that allows seamless transition of connection among multiple available communication protocols. Communication modules can be integrated through terminal interfaces that would provide additional connectivity to other home devices. Home devices in a smart home setting would not need to be uniformed configured, as the smart home gateway would be configured to harmoniously interact with all devices in a smart home setting. The smart home gateway module incorporates an user interface that is accessible through personal devices by authorized users, and can provide continuous update and enable uninterrupted control over the home devices on the network.

Abstract: The present system is a data-driven platform to generate customized insurance policies for clients. The customization includes but is not limited to insurance conditions, pricing, and duration. The platform involves three layers of data processing pipeline: data collection layer, feature selection layer, and policy generation layer. The data collection layer gathers data from different sources. The feature selection layer selects the set of viable features per client for policy generation. Finally, the policy generation layer generates a customized and personalized insurance policy based on the preceding process.

Abstract: Provided are systems and methods for detection and network configuration. A system includes data processing devices and a server including a processor and a memory, the memory storing computer-executable instructions thereon that, when executed by the processor, cause the network configuration server to receive a plurality of synchronization and mapping messages from the plurality of data processing devices and the network gateway over a network for a predetermined period of time, determine a network architecture based upon the plurality of synchronization and mapping messages, the network architecture including a plurality of modes of operation of the plurality of data processing devices, a frequency channel for the plurality of data processing devices for transmission of environmental data, an optimization path, and an identity of a data processing device for transmission to another data processing device, and communicate the network architecture to the plurality of data processing devices over the network.

Abstract: A detection and prediction system, method, and server are provided. The system includes data collecting devices configured to connect to a network and a server for receiving environmental data from the devices, the data including location data, historical environmental data, and real-time environmental data, populating a map of a geographic area where the devices are disposed, receiving weather data through the wildfire detection network, determining a probability of a wildfire at a plurality of locations within the geographic area from the environmental data and the weather data, and determining whether an anomaly has occurred within the geographic area based on the real-time environmental data.

Abstract: A system, method, and device for detection and monitoring are provided. The detection system includes data collecting devices in a detection network, the devices including a wireless communication module to connect to the detection network, operate in network protocols, provide time synchronization for transmission of environmental data, and transmit the environmental data. The device includes a power processing module configured to activate a sensor assembly based on the time synchronization and communicate the environmental data from the sensor assembly to the wireless communication module.