The United States has set 2015 as a goal to reach grid parity (that point where solar electricity is equal to grid electricity). No matter your thoughts on regulatory involvement, it is clear there will be a resurgence in investment, development, and innovation within the PV manufacturing community throughout the world, and it will largely be driven by technology. Finding the most effective tools and processes to gain more productivity and decrease costs within a set capital plan is paramount.
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This architecture can enable smart instrumentation for automotive, security, and intelligent robotics applications.

A novel cognitive computing architecture is conceptualized for processing multiple channels of multi-modal sensory data streams simultaneously, and fusing the information in real time to generate intelligent reaction sequences. This unique architecture is capable of assimilating parallel data streams that could be analog, digital, synchronous/asynchronous, and could be programmed to act as a knowledge synthesizer and/or an “intelligent perception” processor. In this architecture, the bio-inspired models of visual pathway and olfactory receptor processing are combined as processing components, to achieve the composite function of “searching for a source of food while avoiding the predator.” The architecture is particularly suited for scene analysis from visual data and odorant signature identification in a heterogeneous environment.
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A process was designed to fuse data from multiple sensors in order to make a more accurate estimation of the environment and overall health in an intelligent rocket test facility (IRTF), to provide reliable, high-confidence measurements for a variety of propulsion test articles.
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Sam Ortega, manager of the NASA Centennial Challenges Program, leads progressive aerospace initiatives, encouraging the participation of independent teams, individual inventors, student groups, and private companies. Most recently, the program’s Green Flight Challenge awarded the largest prize in aviation history.NASA Tech Briefs:  What is the Green Flight Challenge? Sam Ortega: The Green Flight Challenge was our biggest challenge ever conducted. The purpose was to really push the innovation levels for green aviation itself. We wanted teams to manufacture or build an aircraft that would have the efficiency of a [Toyota] Prius; that would get 200 passenger miles per gallon of gas or gas equivalent; and would be as fast as a Corvette. It would also have to fly at 100 mph.  Prior airplanes only had the efficiency of 40 passenger miles per gallon, as opposed to the 200 that we were trying to shoot for.
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