Abstract: A system implements a weather-based irradiance forecasting algorithm that can aid in planning PV array operations. The system implements a cascaded temporal convolutional network (TCN) neural architecture that uses nine weather characteristics in a time-bound window to predict future solar irradiance. The system achieves a significant performance improvement with as little as a single day prior of weather data compared to baseline results.

Abstract: A roof skirt that provides overhang and can be easily mounted to a roof edge is disclosed herein. The first section of the roof skirt includes an overhang portion and an underlayment portion. The overhang portion extends over a roof edge. The underlayment portion is placed under shingles or other roof types. The bottom surface of the underlayment portion includes an adhesive and a removable cover over the adhesive. Similar to the first section, the continuation section includes an overhang portion and an underlayment portion that function in the same manner as the corresponding portions of the first section. A plurality of continuation sections can be connected together to cover the entirety of the roof edge. The quantity of continuation sections needed can vary depending on the size of the roof.

Abstract: Disclosed are methods and apparatus for hermetically sealing a nonlinear optical (NLO) crystal for use in a laser system. A mounted NLO crystal, an enclosure base, a lid, and a plurality of window components are moved into an oven. A vacuum bake process is then performed on the mounted NLO crystal, enclosure base, lid, and plurality of window components until a humidity level that is less than a predefined amount is reached. The mounted NLO crystal, enclosure base, lid, and plurality of window components are moved from the oven onto a stage of a glove box that includes a sealing tool. In the glove box, the mounted NLO crystal is hermetically sealed into the enclosure base by sealing the lid and plurality of window components into openings of the enclosure base.

Abstract: An outdoor cooking assembly for that uses an open wood fire for cooking includes a fire unit that has wood positioned thereon for burning thereby generating heat for cooking. The fire unit is elevated above a support surface and the fire unit includes a circular plate. A cooking unit is coupled to the fire unit and the cooking unit is heated by the wood when the wood is burning on the fire unit. A food item is positioned on the cooking unit for cooking. The cooking unit includes a circular plate and the circular plate corresponding to the cooking unit is spaced from the circular plate corresponding to the fire unit.

Abstract: Disclosed are methods and apparatus for hermetically sealing a nonlinear optical (NLO) crystal for use in a laser system. A mounted NLO crystal, an enclosure base, a lid, and a plurality of window components are moved into an oven. A vacuum bake process is then performed on the mounted NLO crystal, enclosure base, lid, and plurality of window components until a humidity level that is less than a predefined amount is reached. The mounted NLO crystal, enclosure base, lid, and plurality of window components are moved from the oven onto a stage of a glove box that includes a sealing tool. In the glove box, the mounted NLO crystal is hermetically sealed into the enclosure base by sealing the lid and plurality of window components into openings of the enclosure base.

Abstract: A lithographic apparatus injects gas between a patterning device and a patterning device masking blade to help protect the patterning device from contamination. The gas may be injected into the space defined between the patterning device and the patterning device blade by one or more gas supply nozzles that are arranged on at least one side of the patterning device. The one or more gas supply nozzles are coupled to a frame which a patterning device support structure moves relative to. Each nozzle may be constructed and arranged to supply gas over at least the patterning region of the reflective patterning device.

Abstract: There is provided a method and apparatus for controlling heat to a build surface. A thermal profile over the build surface is determined. The determined thermal profile over the build surface is compared with an expected thermal profile over the build surface. Based on the comparison, the determined thermal profile over the build surface or the expected thermal profile over the build surface is selected to control an amount of heat provided by a heating module to the build surface.

Abstract: A lithographic apparatus injects gas between a patterning device and a patterning device masking blade to help protect the patterning device from contamination. The gas may be injected into the space defined between the patterning device and the patterning device blade by one or more gas supply nozzles that are arranged on at least one side of the patterning device. The one or more gas supply nozzles are coupled to a frame which a patterning device support structure moves relative to. Each nozzle may be constructed and arranged to supply gas over at least the patterning region of the reflective patterning device.

Abstract: An apparatus and a method to hold a patterning device configured to impart a beam of radiation with a pattern in its cross-section. The apparatus includes a base configured to support the patterning device and an inner cover couplable to the base. The inner cover includes a restraining mechanism that, upon an application of a force external to the inner cover, is configured to provide an in-plane force to the patterning device to restrain movement of the patterning device, the in-plane force being substantially parallel to a patterning surface of the patterning device.

Abstract: An apparatus and a method to hold a patterning device configured to impart a beam of radiation with a pattern in its cross-section. The apparatus includes a base configured to support the patterning device and an inner cover couplable to the base. The inner cover includes a restraining mechanism that, upon an application of a force external to the inner cover, is configured to provide an in-plane force to the patterning device to restrain movement of the patterning device, the in-plane force being substantially parallel to a patterning surface of the patterning device.

Abstract: Financial advisory methods and systems for creating a steady lifetime income stream within an investment plan is provided. According to one embodiment, a feasible, personalized pattern of periodic cash payouts from an investment plan is structured to achieve level annual income during a payout period when combined with other income sources. A mapping is maintained of fixed income investments from a limited universe of financial products available within the investment plan to corresponding constant maturity Treasury bond (CMT) weights. Based on the mapping, a payout program is designed that is expected to generate a stream of income sufficient to fund the cash payouts by determining an appropriate allocation of assets within the investment plan among the fixed income investments. A payout portfolio is formed within the investment plan including holdings in the fixed income investments in accordance with the determined appropriate allocation. The cash payouts are paid to the investor.

Abstract: An apparatus and a method to hold a patterning device configured to impart a beam of radiation with a pattern in its cross-section. The apparatus includes a base configured to support the patterning device and an inner cover couplable to the base. The inner cover includes a restraining mechanism that, upon an application of a force external to the inner cover, is configured to provide an in-plane force to the patterning device to restrain movement of the patterning device, the in-plane force being substantially parallel to a patterning surface of the patterning device.

Abstract: Financial advisory methods and systems for creating a steady lifetime income stream within an investment plan is provided. According to one embodiment, based on an investor's current holdings in the investment plan, a pattern of periodic cash payouts is identified that can be made to the investor from an in-plan payout program implemented with the limited universe of financial products available within the investment plan. The assets of the investment plan are rebalanced to form a payout portfolio and an equity exposure portfolio. The payout portfolio is constructed to create an annuity-like stream of income to support the pattern of periodic cash payouts and includes multiple bond funds. The equity exposure portfolio is constructed to address inflation risk by providing an ability to rise with equities markets. Finally, a periodic cash payout of the pattern of periodic cash payouts is caused to be paid to the investor from the investment plan.

Abstract: Financial advisory methods and systems for creating a steady lifetime income stream within an investment plan is provided. According to one embodiment, based on an investor's current holdings in the investment plan, a pattern of periodic cash payouts is identified that can be made to the investor from an in-plan payout program implemented with the limited universe of financial products available within the investment plan. The assets of the investment plan are rebalanced to form a payout portfolio and an equity exposure portfolio. The payout portfolio is constructed to create an annuity-like stream of income to support the pattern of periodic cash payouts and includes multiple bond funds. The equity exposure portfolio is constructed to address inflation risk by providing an ability to rise with equities markets. Finally, a periodic cash payout of the pattern of periodic cash payouts is caused to be paid to the investor from the investment plan.

Abstract: An apparatus and a method to hold a patterning device configured to impart a beam of radiation with a pattern in its cross-section. The apparatus includes a base configured to support the patterning device and an inner cover couplable to the base. The inner cover includes a restraining mechanism that, upon an application of a force external to the inner cover, is configured to provide an in-plane force to the patterning device to restrain movement of the patterning device, the in-plane force being substantially parallel to a patterning surface of the patterning device.

Abstract: Financial advisory methods and systems for creating a steady lifetime income stream within an investment plan is provided. According to one embodiment, based on an investor's current holdings in the investment plan, a pattern of periodic cash payouts is identified that can be made to the investor from an in-plan payout program implemented with the limited universe of financial products available within the investment plan. The assets of the investment plan are rebalanced to form a payout portfolio and an equity exposure portfolio. The payout portfolio is constructed to create an annuity-like stream of income to support the pattern of periodic cash payouts and includes multiple bond funds. The equity exposure portfolio is constructed to address inflation risk by providing an ability to rise with equities markets. Finally, a periodic cash payout of the pattern of periodic cash payouts is caused to be paid to the investor from the investment plan.

Abstract: Financial advisory methods and systems for creating a steady lifetime income stream within an investment plan is provided. According to one embodiment, based on an investor's current holdings in the investment plan, a pattern of periodic cash payouts is identified that can be made to the investor from an in-plan payout program implemented with the limited universe of financial products available within the investment plan. The assets of the investment plan are rebalanced to form a payout portfolio and an equity exposure portfolio. The payout portfolio is constructed to create an annuity-like stream of income to support the pattern of periodic cash payouts and includes multiple bond funds. The equity exposure portfolio is constructed to address inflation risk by providing an ability to rise with equities markets. Finally, a periodic cash payout of the pattern of periodic cash payouts is caused to be paid to the investor from the investment plan.

Abstract: A fluid ejection device includes an actuator, moveable to actuate a fluid pump, an optical sensor, a flag, affixed to the actuator and positioned to block the optical sensor with motion of the actuator, and a controller, coupled to the actuator and the optical sensor. The controller is configured to determine a volume of fluid pumped by the pump by detecting a change in a degree of blockage of the sensor by the flag.

Abstract: The invention includes a method and apparatus for protecting a user device from web attacks using a proxy server. In one embodiment, a method includes receiving a web page comprising web page content and code, generating an image-based representation of the web page that includes the web page content and excludes the code, and propagating the image-based representation of the web page toward the user device. In one embodiment, a method includes receiving an interaction with an image-based representation of a web page, generating a web page interaction from the interaction with the image-based representation of the web page, implementing the web page interaction, generating an instruction using the implemented web page interaction, and propagating the instruction toward a web server.