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At the nanoscale, there are often very complex relationships among input design parameters and process or product outputs.
In this work, the kernel learning (KL) framework is introduced to model and online predict the distributed product outputs.
The model is explained in detail, demonstrating twelve types of relationships between a company's product outputs and the profitability of each output.
The crystal size distribution in crystallization processes, the molecular weight distribution in polymerization processes, the particle size distribution in powder industries, and the pulp fiber length distribution in paper industries are all distributed product outputs.
That is, a direct connection from sensing and monitoring inputs through to product outputs.
They are charged with responding to challenges (intentionally vaguely worded) related to scaling up manufacturing processes and maximizing product outputs.
Similar(47)
"The trajectory of our civilization can be mapped by our waste product output".
Product Output includes glossy erotic tome Chopra's Karma Sutra (Virgin, £20) and an Ayurvedic spa in New York.
Among cash crops, the formerly predominant palm product output declined considerably in the 1980s, but cotton output rose.
Operating variables of distillation process have a critical effect on product output value and energy consumption.
Ferrazzi Greenlight worked with a large multinational manufacturing company to help a dispersed team make better cross-division decisions, particularly when product output from one area fed others.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com