: Researchers used Mixture Design Response Surface Methodology (MDRSM) and Artificial Neural Networks (ANN) to predict sugar yields.
: In local governance, Document 122163 refers to a Sursis Motivé filed in November 2019 to defer a debate regarding the extension of the runway at Guernsey Airport.
: A mixture of cassava, potato, and sweet potato peels. 122163
The number is associated with several distinct professional and technical contexts, ranging from scientific research on bioenergy to public policy and administrative regulations. 1. Bioenergy Research: Feedstock Optimization
The number also appears in various governmental and regulatory records: The number is associated with several distinct professional
In recent scientific literature (December 2025), "122163" is the identifying number for a study titled Mixture design and machine learning-based optimization of fermentable sugar recovery. This research explores how to maximize bioethanol production from agricultural waste:
: In transportation, Contract ID 122163 was assigned to a bridge project in Hopkins County, Kentucky, involving federal and state funding. This research explores how to maximize bioethanol production
: Cellulose and starch content are the most critical factors influencing sugar recovery, while machine learning models help navigate the complex, non-linear relationships in these organic mixtures. 2. Public Policy and Government