Abstract: Systems and methods are described for making repair decisions to improve resilience of a utility distribution network (UDN). A graph convolutional network (GCN) integrates reinforcement learning to provide an integrated model framework, in which the GCN encodes the information of the UDN, such as topology and operating characteristics. A neural network is connected to the GCN, and the framework trains the neural network to provide a recovery sequence based on the current state (e.g., a damaged state) of the UDN based one or more performance indicators.

Abstract: The present invention provides a high-crystallinity barium titanate film structure, a method of preparation and an application thereof, and relates to the field of materials and devices. The method includes the steps of depositing, on a substrate, a barium titanate layer with a (001) or (111) crystal orientation by atomic layer deposition in a high vacuum environment and at a low temperature of 450° C. or below, wherein a Ba/Ti ratio in the barium titanate layer is 0.9-1.5; and performing plasma annealing treatment on the barium titanate layer at a low temperature of 450° C. or below without breaking vacuum to form a high-crystallinity barium titanate layer having the (001) or (111) crystal orientation. The film structure may further comprise top and bottom electrodes formed above and below the barium titanate layer. The present invention solves the problem that an existing method for obtaining a crystalline BTO film is not applicable to back-end of line (BEOL) integration processes.

Abstract: A packaging device includes a first circuit substrate and a second circuit substrate that are electrically connected. The first circuit substrate includes a first line layer and a first insulation layer that are sequentially stacked, and a first electronic component is disposed on the first circuit substrate. The second circuit substrate includes a second line layer and a second insulation layer that are sequentially stacked, and a second electronic component is disposed on the second circuit substrate. A thermal conductivity of the first insulation layer is higher than a thermal conductivity of the second insulation layer. This application further provides a packaging module and an electronic device in which the packaging device is used. The packaging device in this application, the first insulation layer and the second insulation layer with different thermal conductivities are targetedly configured, and layouts of the first circuit substrate and the second circuit substrate are flexible.

Abstract: In a described example, a system for leak detection and localization is provided. The system includes a water distribution network (WDN) partition stage programmed to cluster a WDN model into partition zones based on applying a modified k-means clustering algorithm to leakage characteristic data and physical connectivity data. A leakage monitoring stage can be programmed to detect the occurrence of leakage in the WDN and provide leak detection data based on applying a trained unsupervised leakage detection machine-learning model to the partition zones and sensor data. The leakage monitoring stage can also provide localization data to identify a location of a leakage zone in the WDN based on feeding the leak detection data to a localization machine-learning model.

Abstract: An arrangement for non-destructive testing of a component part, which may include a first end surface and a second opposite end surface. The arrangement may include a plurality of discrete piezoelectric transduction elements arranged in a circular array on the first end surface, and an electric wave signal transmitting and receiving unit electrically coupled to the piezoelectric transduction elements. The electric wave signal transmitting and receiving unit may be able to generate an electric excitation wave signal and to receive an electric response wave signal. The piezoelectric transduction elements may deform, upon an application of the electric excitation wave signal, in an in-phase shearing motion parallel to the first end surface and in respective tangential direction with respect to the circular array so as to generate a corresponding structure-borne wave in the component part at the first end surface such that said structure-borne wave can propagate in the component part.

Abstract: An arrangement for non-destructive testing of a component part, which may include a first end surface and a second opposite end surface. The arrangement may include a plurality of discrete piezoelectric transduction elements arranged in a circular array on the first end surface, and an electric wave signal transmitting and receiving unit electrically coupled to the piezoelectric transduction elements. The electric wave signal transmitting and receiving unit may be able to generate an electric excitation wave signal and to receive an electric response wave signal. The piezoelectric transduction elements may deform, upon an application of the electric excitation wave signal, in an in-phase shearing motion parallel to the first end surface and in respective tangential direction with respect to the circular array so as to generate a corresponding structure-borne wave in the component part at the first end surface such that said structure-borne wave can propagate in the component part.

Abstract: An exothermic welding cup and an exothermic welding capsule, wherein the exothermic welding cup comprises a cup, a cover and an igniter; the cup is used to accommodate welding powder, the cup has an opening, and the cover is used to cover the opening; the igniter comprises a heating portion disposed in the cup, and the heating portion has an insulating member and a heating member; and the insulating member is disposed between the heating member and the cover. The exothermic welding cup can avoid the shorting caused by the contact between the heated heating member and the cover. Also, an encapsulation ring disposed between the cover and the cup is configured to seal the welding powder within the cup so as to prevent the powder from falling out, and the encapsulation ring made of stainless steel ensures effective encapsulation of the welding powder within a certain welding time.

Abstract: An exothermic welding apparatus and an exothermic welding method, belonging to the exothermic welding field are provided. The exothermic welding apparatus includes a mold, an igniter and an electronic starter, the mold has a holding space configured to accommodate an exothermic welding flux, the igniter includes a heating wire, a first conductor wire and a first connector, the heating wire is configured to ignite the exothermic welding flux directly, one end of the first conductor wire is electrically connected to the heating wire, the other end of the first conductor wire is electrically connected to the first connector, and the electronic starter cooperates with the first connector and is configured to supply power to the first connector. The exothermic welding apparatus can ignite an exothermic welding flux by supplying power with an electronic starter.

Abstract: An exothermic welding cup and an exothermic welding capsule, wherein the exothermic welding cup comprises a cup, a cover and an igniter; the cup is used to accommodate welding powder, the cup has an opening, and the cover is used to cover the opening; the igniter comprises a heating portion disposed in the cup, and the heating portion has an insulating member and a heating member; and the insulating member is disposed between the heating member and the cover. The exothermic welding cup can avoid the shorting caused by the contact between the heated heating member and the cover. Also, an encapsulation ring disposed between the cover and the cup is configured to seal the welding powder within the cup so as to prevent the powder from falling out, and the encapsulation ring made of stainless steel ensures effective encapsulation of the welding powder within a certain welding time.

Abstract: An exothermic welding apparatus and an exothermic welding method, belonging to the exothermic welding field are provided. The exothermic welding apparatus includes a mold, an igniter and an electronic starter, the mold has a holding space configured to accommodate an exothermic welding flux, the igniter includes a heating wire, a first conductor wire and a first connector, the heating wire is configured to ignite the exothermic welding flux directly, one end of the first conductor wire is electrically connected to the heating wire, the other end of the first conductor wire is electrically connected to the first connector, and the electronic starter cooperates with the first connector and is configured to supply power to the first connector. The exothermic welding apparatus can ignite an exothermic welding flux by supplying power with an electronic starter.

Abstract: The user of an Internet-enabled CE device such as a TV can select an object in a video presented on the display of the CE device by either touch sensitive screen or input device. The processor of the CE device can then determine the boundaries of the object, identify it using face/image recognition software, search for information/websites related to the object, and present those information/websites to the viewer on the display screen.

Abstract: A method of processing a boot sequence for a processor forming a part of a module apparatus involves interrogating a host television device to determine if the host television device requires use of an application execution engine residing on the module apparatus; receiving a reply to the interrogation; and responsive to the reply, establishing a mode of operation wherein the application execution engine is used to execute application code for the host television device. This abstract is not to be considered limiting, since other embodiments may deviate from the features described in this abstract.

Abstract: A method of processing a boot sequence for a processor forming a part of a module apparatus involves interrogating a host television device to determine if the host television device requires use of an application execution engine residing on the module apparatus; receiving a reply to the interrogation; and responsive to the reply, establishing a mode of operation wherein the application execution engine is used to execute application code for the host television device. This abstract is not to be considered limiting, since other embodiments may deviate from the features described in this abstract.

Abstract: The user of an Internet-enabled CE device such as a TV can select an object in a video presented on the display of the CE device by either touch sensitive screen or input device. The processor of the CE device can then determine the boundaries of the object, identify it using face/image recognition software, search for information/websites related to the object, and present those information/websites to the viewer on the display screen.

Abstract: A method of decrypting DRM encoded content in a DTV receiver involves receiving an encrypted license from a license server at the DTV receiver; providing a unique identifier for an integrated DTV SoC forming a part of the DTV television receiver; storing a secret key in an electronic fuse memory forming a part of the SoC, where the secret key is generated using an algorithm that utilizes the unique identifier for the SoC; where the received encrypted license is encrypted using the same secret key as is stored in the electronic fuse memory; decrypting the secret key using the key stored in the electronic fuse memory to produce a clear secret key; decrypting the encrypted license using the clear secret key to determine a content key; storing the license; and decrypting the DRM encoded content using the content key. This abstract is not to be considered limiting, since other embodiments may deviate from the features described in this abstract.

Abstract: A method of processing a boot sequence for a processor forming a part of a module apparatus involves interrogating a host television device to determine if the host television device requires use of an application execution engine residing on the module apparatus; receiving a reply to the interrogation; and responsive to the reply, establishing a mode of operation wherein the application execution engine is used to execute application code for the host television device. This abstract is not to be considered limiting, since other embodiments may deviate from the features described in this abstract.

Abstract: An external module for use with a host television device consistent with certain embodiments wherein the host television device receives at least one content service has a connector for attaching to the module. Java™ code is received from the content service being received by the host television device over the connector. An application execution engine residing on the external module carries out execution of the Java™ code. This abstract is not to be considered limiting, since other embodiments may deviate from the features described in this abstract.

Abstract: An apparatus for facilitating use of OCAP (OpenCable™ Applications Platform) standard in a host cable television device, the host cable television device having a connector consistent with certain embodiments has a removable module. An OCAP engine resides on the removable module suitable for execution of Java™ code as specified by the OCAP specification. A module side connector is affixed to the removable module, the connector being suitable for mating with the connector of the host device. The module side connector has connections suitable for carrying graphics video data from the OCAP engine to the host device suitable presentation to a video display. The module side connector further has connections suitable for carrying Java™ code instructions to the OCAP engine for execution. This abstract is not to be considered limiting, since other embodiments may deviate from the features described in this abstract.

Abstract: An external module for use with a host television device consistent with certain embodiments wherein the host television device receives at least one content service has a connector for attaching to the module. Java™ code is received from the content service being received by the host television device over the connector. An application execution engine residing on the external module carries out execution of the Java™ code. This abstract is not to be considered limiting, since other embodiments may deviate from the features described in this abstract.

Abstract: An apparatus for facilitating use of OCAP (OpenCable™ Applications Platform) standard in a host cable television device, the host cable television device having a connector consistent with certain embodiments has a removable module. An OCAP engine resides on the removable module suitable for execution of Java™ code as specified by the OCAP specification. A module side connector is affixed to the removable module, the connector being suitable for mating with the connector of the host device. The module side connector has connections suitable for carrying graphics video data from the OCAP engine to the host device suitable presentation to a video display. The module side connector further has connections suitable for carrying Java™ code instructions to the OCAP engine for execution. This abstract is not to be considered limiting, since other embodiments may deviate from the features described in this abstract.