Abstract: A method of forming a bonding assembly that includes positioning a plurality of polymer spheres against an opal structure and placing a substrate against a second major surface of the opal structure. The opal structure includes the first major surface and the second major surface with a plurality of voids defined therebetween. The plurality of polymer spheres encapsulates a solder material disposed therein and contacts the first major surface of the opal structure. The method includes depositing a material within the voids of the opal structure and removing the opal structure to form an inverse opal structure between the first and second major surfaces. The method further includes removing the plurality of polymer spheres to expose the solder material encapsulated therein and placing a semiconductor device onto the inverse opal structure in contact with the solder material.

Abstract: Methods for forming bonded assemblies using metal inverse opal and cap structures are disclosed. In one embodiment, a method for forming a bonded assembly includes positioning a substrate against a polymer support that is porous, depositing a metal onto and within the polymer support, disposing a cap layer to the polymer support opposite of the substrate to form a bottom electrode, and removing the polymer support from between the substrate and the cap layer to form a metal inverse opal structure disposed therebetween.

Abstract: Encapsulated stress mitigation layers and assemblies having the same are disclosed. An assembly that includes a first substrate, a second substrate, an encapsulating layer disposed between the first and second substrates, and a stress mitigation layer disposed in the encapsulating layer such that the stress mitigation layer is encapsulated within the encapsulating layer. The stress mitigation layer has a lower melting temperature relative to a higher melting temperature of the encapsulating layer. The assembly includes an intermetallic compound layer disposed between the first substrate and the encapsulating layer such that the encapsulating layer is separated from the first substrate by the intermetallic compound layer. The stress mitigation layer melts into a liquid when the assembly operates at a temperature above the low melting temperature of the stress mitigation layer and the encapsulating layer maintains the liquid of the stress mitigation layer within the assembly.

Abstract: A method includes collecting, via processing circuitry, a first set of multi-load data from a power control unit of a vehicle and usage data at a first servicing of the vehicle, computing, via the processing circuitry, a Mahalanobis Distance (MD) using the first set of multi-load data, defining, via the processing circuitry, a healthy state and an anomaly threshold based on the MD, correlating, via the processing circuitry, the first set of usage data to the anomaly threshold; generating, via the processing circuitry, a usage based servicing schedule for a vehicle; collecting, via the processing circuitry, a next set of multi-load data and usage data at a next servicing of the vehicle; updating, via the processing circuitry, the MD, a servicing schedule and evaluating the performance of the vehicle; determining, via the processing circuitry, whether the MD crosses the anomaly threshold; and transmitting, via a network, a servicing alert.

Abstract: An assembly includes a substrate including a base portion defining a plurality of orifices that extend through the base portion, the plurality of orifices defining a plurality of jet paths extending along and outward from the plurality of orifices, a mesh coupled to the base portion, the mesh defining a plurality of pores aligned with the plurality of jet paths, and a heat-generating device coupled to the mesh opposite the base portion, the heat-generating device defining a bottom surface that is oriented transverse to the plurality of jet paths.

Abstract: A cooling device including an encapsulated phase change porous layer that exhibits an increased heat capacity is disclosed. The encapsulated phase change porous layer may include a sintered porous layer, a phase change material formed over the sintered porous layer, and an encapsulation material formed over the phase change material. The encapsulation material may encapsulate the phase change material between the encapsulation material and the sintered porous layer and retain the phase change material between the encapsulation material and the sintered porous layer when a fluid is flowed through or in contact with the encapsulated phase change porous layer.

Abstract: A cooling device includes a substrate defining a substrate upper surface, and a fin positioned on the substrate upper surface, the fin including a deformable encapsulating layer coupled to the substrate upper surface and defining an interior region, and a phase-change material encapsulated within the interior region, where the phase-change material changes from a first matter phase to a second matter phase at a boiling point of a working fluid positioned on the deformable encapsulating layer.

Abstract: Embodiments described herein generally relate to an electronics assembly that includes a semiconductor device, a substrate layer, a first mesh layer and a second mesh layer. Jet channels that have a first inner diameter are disposed within the substrate layer. The first mesh layer includes a first plurality of pores that have a perimeter opening. The second mesh layer includes a second plurality of pores that have a second inner diameter. The jet channels, the first and the second plurality of pores are concentric to create a fluid path for a fluid to impinge a first device surface of the semiconductor device. The second inner diameter is smaller than the perimeter opening and the first inner diameter of the substrate layer such that a cooling fluid velocity increases when flowing from the substrate layer through the second mesh layer.

Abstract: A power electronics module includes an electrically-conductive substrate including a base portion defining a plurality of orifices that extend through the base portion, the plurality of orifices defining a plurality of jet paths extending along and outward from the plurality of orifices, and a plurality of posts extending outward from the base portion, where individual posts of the plurality of posts are positioned between individual orifices of the plurality of orifices, and a power electronics device coupled to the plurality of posts opposite the base portion, the power electronics device defining a bottom surface that is oriented transverse to the plurality of jet paths.

Abstract: Systems and methods for providing heating and cooling to a cabin of an autonomous or semiautonomous electric vehicle. A system includes one or more autonomous or semiautonomous electric vehicle components generating thermal energy as a byproduct of operation, a radiator fluidly coupled to the one or more vehicle components and positioned downstream from the one or more vehicle components such that the radiator receives at least a portion of the thermal energy, a thermoelectric cooler thermally coupled to and located downstream from the radiator, and one or more bypass valves that control fluid flow from the radiator such that fluid flows directly to a cabin of the vehicle or flows through the thermoelectric cooler before flowing into the cabin.

Abstract: A power electronics module includes a power electronics device, and an electrically-conductive substrate directly coupled to the power electronics device, the electrically-conductive substrate defining a plurality of channels extending through the electrically-conductive substrate, and a plurality of electrical pathways extending through the electrically-conductive substrate around the plurality of channels.

Abstract: A system includes a vehicle having an electronic device, a sensor designed to detect sensor data corresponding to at least one property of the electronic device, an output device designed to output data, and a vehicle network access device designed to transmit the sensor data. The system also includes a machine learning server separate from the vehicle and having a machine learning processor designed to receive the sensor data, and generate, using a machine learning algorithm, a model of the electronic device. The machine learning processor is also designed to determine that a fault is likely to occur with the electronic device by conducting a T squared statistical analysis of the sensor data using the model, and generate a signal to be transmitted to the vehicle network access device when the fault is likely to occur and output information indicating that the fault is likely to occur.

Abstract: A thermal management system for removing waste heat from a battery cell. The thermal management system includes a unit cell that includes a vapor chamber including an evaporator surface and a condenser surface. The evaporator surface and the condenser surface are fluidly connected by a wick. The unit cell also includes a phase change material (PCM) shell encapsulating a PCM. The evaporator surface is thermally coupled to the battery cell and absorbs waste heat generated by the battery cell. The condenser surface is thermally coupled to the PCM and rejects waste heat to the PCM.

Abstract: An assembly that includes a first substrate, a second substrate, and a stress mitigation layer disposed between the first and the second substrates. The stress mitigation layer is directly bonded onto the second substrate, and the second substrate is separated from the intermetallic compound layer by the stress mitigation layer. The stress mitigation layer has a high purity of at least 99% aluminum such that the stress mitigation layer reduces thermomechanical stresses on the first and second substrates. The assembly further includes an intermetallic compound layer disposed between the first substrate and the stress mitigation layer such that the stress mitigation layer is separated from the first substrate by the intermetallic compound layer.

Abstract: A self-healing metal structure is provided for transferring heat between an electronics component and a substrate. The self-healing metal structure includes a base metal structural component. A phase change material is provided adjacent at least a portion of the base metal structural component. A protective component at least partially encapsulates the phase change material. Upon the presence of a spatial defect in the base metal structural component, the phase change material reacts with the base structural component to form an intermetallic compound to at least partially occupy the spatial defect. The phase change material at least partially encapsulated with the protective component may be disposed within the base metal structural component as a plurality of separate capsules incorporated therein, or the phase change material at least partially surrounds the base metal structural component.

Abstract: A vapor chamber heat spreader includes an evaporator plate, a condenser plate, and a plurality of sidewalls extending from the evaporator plate to the condenser plate to define a vapor chamber. An evaporator wick is coupled to an evaporating surface of the evaporator plate and a thermal compensation layer is coupled to an inner surface of the sidewalls. The thermal compensation layer comprising a plurality of core-shell phase change particles embedded in a metal. The core-shell PC particles include a core that includes a PCM having a phase change temperature of from 50° C. to 250° C. and a shell encapsulating the core. A heat transfer fluid is disposed within the vapor chamber. The vapor chamber heat spreader exhibits superior transient thermal response compared to commercially available heat spreaders. A power electronics assembly includes an electronics device coupled to a surface of the vapor chamber heat spreader.

Abstract: A battery module including a battery cell and a thermal management system for removing heat from the battery cell. The thermal management system includes two or more unit cells in an array. Each unit cell includes a primary shell comprising a primary phase change material (PCM), and a secondary shell comprising a secondary PCM that is thermally coupled to the primary shell. The battery cell is thermally coupled to the primary shell at a heat transfer interface and the secondary shells of adjacent unit cells in the array are separate.

Abstract: A thermal compensation layer includes a metal inverse opal (MIO) layer that includes a plurality of core-shell phase change (PC) particles encapsulated within a metal of the MIO layer. Each of the core-shell PC particles includes a core that includes a PCM having a PC temperature in a range of from 100° C. to 250° C., and a shell that includes a shell material having a melt temperature greater than the PC temperature of the PCM. A power electronics assembly includes a substrate having a thermal compensation layer formed proximate a surface of the substrate, the thermal compensation layer comprising an MIO layer that includes a plurality of core-shell PC particles encapsulated within a metal of the MIO layer. The power electronics assembly further includes an electronic device bonded to the thermal compensation layer at a first surface of the electronic device.

Abstract: Encapsulated stress mitigation layers and assemblies having the same are disclosed. An assembly that includes a first substrate, a second substrate, an encapsulating layer disposed between the first and second substrates, and a stress mitigation layer disposed in the encapsulating layer such that the stress mitigation layer is encapsulated within the encapsulating layer. The stress mitigation layer has a lower melting temperature relative to a higher melting temperature of the encapsulating layer. The assembly includes an intermetallic compound layer disposed between the first substrate and the encapsulating layer such that the encapsulating layer is separated from the first substrate by the intermetallic compound layer. The stress mitigation layer melts into a liquid when the assembly operates at a temperature above the low melting temperature of the stress mitigation layer and the encapsulating layer maintains the liquid of the stress mitigation layer within the assembly.

Abstract: Embodiments of the present disclosure include a method of forming an electronic assembly with a mesh bond layer. The method may include forming a mesh bond material comprising a first surface spaced apart from a second surface by a thickness of the mesh bond material and one or more openings extending from the first surface through the thickness of the mesh bond material to the second surface. The method may further include adjusting at least one of: the thickness of the mesh bond material, a geometry of the one or more openings, or a size of the one or more openings of the mesh bond material, where the adjusting modifies a Young's modulus of the mesh bond material, and bonding the first surface of the mesh bond material to a surface of a semiconductor device.