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    • 16. 发明申请
    • SYSTEM, METHOD, AND COMPUTER PROGRAM PRODUCT FOR FORECASTING SALES
    • 用于预测销售的系统,方法和计算机程序产品
    • US20130346150A1
    • 2013-12-26
    • US13529926
    • 2012-06-21
    • Michael Ervin BeddoHui DuAnthony Paul Begg
    • Michael Ervin BeddoHui DuAnthony Paul Begg
    • G06Q10/04
    • G06Q10/04G06Q30/02
    • In general terms, embodiments of the present invention relate to systems, methods, and computer program products for determining forecasting data relating to a product using a neural network and accessing that forecasting data. In some embodiments, a system is provided that includes (a) forecasting apparatus, which stores product information, a data matrix, and a neural network; and (b) a computing system that access the forecasting apparatus via a web portal and transmits some or all of the product information to the forecasting apparatus. In some embodiments, the forecasting apparatus is configured to determine a sales forecast using the product information, data matrix, and neural network and present the sales forecast to the computing system via the web portal.
    • 一般来说,本发明的实施例涉及用于确定与使用神经网络的产品相关的预测数据并访问该预测数据的系统,方法和计算机程序产品。 在一些实施例中,提供了一种系统,其包括:(a)预测装置,其存储产品信息,数据矩阵和神经网络; 以及(b)计算系统,其经由门户访问所述预测装置,并将所述产品信息的一些或全部传送到所述预测装置。 在一些实施例中,预测设备被配置为使用产品信息,数据矩阵和神经网络来确定销售预测,并且经由门户网站将销售预测呈现给计算系统。
    • 19. 发明授权
    • Synthesizing photovoltaic thin films of high quality copper-zinc-tin alloy with at least one chalcogen species
    • 合成具有至少一种硫属元素的高品质铜 - 锌 - 锡合金的光伏薄膜
    • US08501526B2
    • 2013-08-06
    • US13453948
    • 2012-04-23
    • Glenn TeeterHui DuMatthew Young
    • Glenn TeeterHui DuMatthew Young
    • H01L21/00
    • H01L31/0322C23C14/0629C23C14/5806C23C14/5866H01L31/0749Y02E10/541Y02P70/521
    • A method for synthesizing a thin film of copper, zinc, tin, and a chalcogen species (“CZTCh” or “CZTSS”) with well-controlled properties. The method includes depositing a thin film of precursor materials, e.g., approximately stoichiometric amounts of copper (Cu), zinc (Zn), tin (Sn), and a chalcogen species (Ch). The method then involves re-crystallizing and grain growth at higher temperatures, e.g., between about 725 and 925 degrees K, and annealing the precursor film at relatively lower temperatures, e.g., between 600 and 650 degrees K. The processing of the precursor film takes place in the presence of a quasi-equilibrium vapor, e.g., Sn and chalcogen species. The quasi-equilibrium vapor is used to maintain the precursor film in a quasi-equilibrium condition to reduce and even prevent decomposition of the CZTCh and is provided at a rate to balance desorption fluxes of Sn and chalcogens.
    • 一种合成具有良好控制性能的铜,锌,锡和硫族元素(“CZTCh”或“CZTSS”)薄膜的方法。 该方法包括沉积前体材料的薄膜,例如大约化学计量的铜(Cu),锌(Zn),锡(Sn)和硫属元素(Ch))。 该方法然后包括在较高温度例如约725和925摄氏度之间重结晶和晶粒生长,并在相对较低的温度例如600和650度K之间退火前体膜。前体膜的加工 存在准平衡蒸气,例如Sn和硫族元素。 准平衡蒸汽用于将前体膜保持在准平衡状态,以减少甚至防止CZTCh的分解,并且以平衡Sn和硫属元素的解吸通量的平衡速率来提供。