Abstract: Disclosed herein are devices, systems, and methods for detecting the presence and orientation of traffic lane markings. Deep convolutional neural networks are used with convolutional layers and max-pooling layers to generate fully connected nodes. After the convolutional and max-pooling layers, two sublayers are applied, one to determine presence and one to determine geometry. The presence of a lane marking segment as detected by the first sublayer can serve as a gate for the second sublayer by regulating the credit assignment for training the network. Only when the first sublayer predicts actual presence will the geometric layout of the lane marking segment contribute to the training of the overall network. This achieves advantages with respect to accuracy and efficiency and contributes to efficient robust model selection.

Abstract: A positive stopping system with an adjustable stopper apparatus positioned along an automated guided vehicle navigation pathway. The adjustable stopper apparatus includes a linear actuator moveable between an extended position and a retracted position. A stopper end is coupled to the linear actuator. The stopper end is positioned within the automated guided vehicle navigation pathway when the linear actuator is in the extended position and removed from the automated guided vehicle navigation pathway when the linear actuator is in the retracted position.

Abstract: To provide an induction heating apparatus that employs a batch-type heating system for heating a large-diameter wafer and can perform uniform heating with a high precision, an induction heating apparatus (10) that heats an inductive-heating target member using a magnetic flux generated from a solenoid-type induction heating coil (18) and heats a wafer (40) using the heat generated from the inductive-heating target member, wherein a plurality of inductive-heating target members 14 (14a, 14b, and 14c) of which principal surface is arranged perpendicularly to a core axis direction of the induction heating coil (18) are interspersed. In the induction heating apparatus (10) described above, a susceptor (12) may be configured by housing the inductive-heating target member (14) in a single holder (16) made of a member having magnetic permeability and heat conductivity.

Abstract: A liquid delivery system comprises a tank containing a supply of liquid. A positive displacement pump operates to withdraw the liquid from the tank via a suction conduit and to deliver a pressurized flow of the liquid via a delivery conduit. A metering orifice in the delivery conduit serves to modulate the flow of the liquid through the delivery conduit. A normally closed first valve located in the delivery conduit between the pump and the metering orifice is opened in response to a pressure of the liquid exceeding a threshold level, and is operative when open to deliver the liquid to the metering orifice at a substantially constant pressure. A bypass conduit communicates with the tank and with the delivery conduit at a location between the pump and the first valve. A flow restrictor in the bypass conduit serves to modulate a return flow of the liquid from the delivery conduit to the tank, thereby modulating the pressure of the liquid being delivered to the first valve.

Abstract: A connector assembly formed by attaching two stamped housing sections to form a connector housing having a housing groove with a groove bottom and two side walls. The connector housings with spring can be used as a mechanical connector and/or as an electrical connector for numerous applications and across numerous industries. The groove geometries can easily be altered using different stamping dies.

Abstract: A composition and method for producing the same are provided. The composition includes transition metal oxides adhered to a surface of a cerium oxide support, and can additionally include alkali metal or alkaline earth metal promotors. The method includes incipient wetness impregnation of the support with metal salt in solution, and can include impregnation with a metal chelator salt. The composition can be useful as a catalyst for the reduction of noxious gases in combustion exhaust streams. The composition can be of particular use as a component of an automobile catalytic converter, for the specific catalytic reduction of nitrogen oxides to nitrogen gas.

Abstract: A double-sided grating divider acts as a light switch where the upper and lower grating dividers are arranged to accommodate a relative lateral shift therebetween of about one-fourth of the period of the diffraction grating elements and where the critical refraction angles of the grating dividers are more than about 43.6°. Lateral shift may be achieved by various devices including MEMS and metal couplers having a known/calibrated thermal coefficient of expansion over a temperature range of interest.

Abstract: Methods are provided for producing lubricant base oils from petrolatum. After solvent dewaxing of a brightstock raffinate to form a brightstock base oil, petrolatum is generated as a side product. The petrolatum can be hydroprocessed to form base oils in high yield. The base oils formed from hydroprocessing of petrolatum have an unexpected pour point relationship. For a typical lubricant oil feedstock, the pour point of the base oils generated from the feedstock increases with the viscosity of the base oil. By contrast, lubricant base oils formed from hydroprocessing of petrolatum have a relatively flat pour point relationship, and some of the higher viscosity base oils unexpectedly have lower pour points than lower viscosity base oils generated from the same petrolatum feed. The base oils from petrolatum are also unusual in yielding both high viscosity and high viscosity index and can be generated while maintaining a high yield.

Abstract: Vehicle structures for dissipating energy associated with a collision are disclosed herein. In one embodiment, a vehicle includes a side support that extends between a front suspension mount and a rear suspension mount of the vehicle. The side support includes a targeted energy absorption portion that defines a high-strength region of the side support. The vehicle also includes a cab mounting bracket coupled to the side support and extending outward from the side support. The cab mounting bracket includes a rearward attachment position on the side support and the rearward attachment position of the cab mounting bracket is positioned proximate to the high-strength region of the side support. The vehicle further includes a wheel assembly that is coupled to the front suspension mount and is positioned forward of the cab mounting bracket in a vehicle longitudinal direction.

Abstract: A wireline retrievable injection valve for an oil or gas well has an internal valve that is initially moved to open a flapper safety valve and also opens to allow fluid flow through the valve. The internal valve includes a sleeve that opens the flapper safety valve and shields the flapper safety valve from fluid. In this manner the flapper valve is protected from being caused to “flutter” or “chatter” due to pressure variations in the fluid flow, thereby damaging the seat.

Abstract: A least restrictive allowable driving state of a semi-autonomous driving system is determined based on one or more threats and sensor performance. A current driving state and a future driving state are determined based on an attention state and a steering state of a driver. Warnings are provided to the driver in order to match the current driving state to the future driving state. Driver interaction and attention are enforced when the driver does not respond to the warnings.

Abstract: Vehicles having internal body cavity seals and methods of assembling the same are disclosed herein. In one embodiment, a vehicle includes a vehicle structural member, an exterior vehicle body panel that is coupled to the vehicle structural member and is spaced apart from the vehicle structural member at an internal body cavity, and a compressible sealing member that is positioned in the internal body cavity such that the compressible sealing member is concealed from an exterior of the vehicle. The compressible sealing member is coupled to at least one of the vehicle structural member or the exterior vehicle body panel and is compressed from an uninstalled thickness such that the compressible sealing member contacts both the vehicle structural member and the exterior vehicle body panel.

Abstract: Distillate feeds are hydroprocessed to produce a product having a low content of polyaromatic hydrocarbons (PAHs). The hydroprocessing includes dewaxing and aromatic saturation of the feed. The temperature of the aromatic saturation process can be controlled to make a distillate product having a desired aromatic content, such as less the 0.02 wt % of polyaromatic hydrocarbons having three or more aromatic rings.

Abstract: A vehicle including a side support extending in a vehicle longitudinal direction, a cross member extending transverse to the side support, and a reinforcement gusset coupled to the side support and the cross member, where the cross member and the reinforcement gusset define an interrupted interface in which one of the cross member or the reinforcement gusset includes a recessed portion and the opposite of the cross member or the reinforcement gusset includes an extended portion, and the recessed portion and the extended portion have complementary shapes and are detached from one another.

Abstract: The invention includes devices and methods for reducing the appearance of cellulite in human skin. The device includes a belt having a tactile gripping portion for removably adhering to skin. When the belt is connected to a reciprocating vibratory massage device, the tactile belt grips the skin preventing substantial relative movement between the belt and the skin. On continued reciprocal movement of the belt through a stroke length and at a frequency, the outer layers of the skin are forcibly moved relative to the subcutaneous tissue layers thereby disrupting, stretching and/or tearing fat/collagen projections extending from the subcutaneous tissue into the outer skin layers thereby reducing the appearance of cellulite in the skin.

Abstract: Methods for synthesizing metal nanoparticles and the nanoparticles so produced are provided. The methods include addition of surfactant to a novel reagent complex between zero-valent metal and a hydride. The nanoparticles produced by the method include oxide-free, zero-valent tin nanoparticles useful in fabricating a battery electrode.

Abstract: According to the present invention, an electro-optic device comprises: a substrate which is split into a light emitting unit and a non-light emitting unit, wherein said light emitting unit is divided into a plurality of driving regions; an electrode pad which is formed in the non-light emitting unit of the substrate; and an electrode unit which comprises a plurality of supplementary electrodes each of which has one end connected to the electrode pad and has the other end connected to the centers of each of the plurality of driving regions, and transparent electrodes formed on the upper sides of the plurality of supplementary electrodes in the light emitting unit, wherein the area of each of the plurality of driving regions is set to an area in which no voltage drop occurs, and the plurality of supplementary electrodes are manufactured in the same length.

Abstract: The invention includes methods and devices for an improved onboard vehicle diagnostic system. The methods and devices provide for more detailed information and presentation of diagnostic and vehicle performance data for a user. In one example, real time diagnostic and trip system performance data is gathered and displayed relative to time for improved understanding of vehicle performance and operation by a user.