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OPTIMIZING STOCHASTIC PRODUCTION SYSTEMS: A DATA-CENTRIC APPROACH USING DEEP KOOPMAN NETWORKS.

By: James Alexander Williams
Published: January 13, 2025
Stochastic production system (SPS) refers to a production process that is influenced by a large number of random factors, typical examples including industrial biosystem, composite material production system, and batch chemical reaction system. Notably, SPS is notorious for significant uncertainty and stochasticity, thereby making implementing process monitoring to ensure product...

CULTIVATING KNOWLEDGE FOR SUSTAINABLE AGRICULTURE: THE ROLE OF RENEWABLE ENERGY IN EDUCATION

By: Michael Andrew Davis
Published: January 13, 2025
Agriculture is a substantial consumer of energy, encompassing not only fuel usage in food and fiber production but also in the manufacturing of critical inputs like pesticides and fertilizers. In 2012, the U.S. agricultural sector devoured an astounding 800 trillion British thermal units (Btu), mirroring the primary energy consumption of...

A DETAILED EXAMINATION OF ENHANCED ALGORITHMS FOR EFFICIENT 2-CONNECTED NODE PLACEMENT IN WIRELESS NETWORKS

By: Wei Hong Zhang
Published: January 13, 2025
Wireless Sensor Networks (WSNs) have become an integral part of various industries and applications. However, frequent link interruptions and network unreliability caused by electromagnetic interferences may lead to high delay and packet loss, posing a challenge in achieving high reliability and stability in WSNs. In this paper, we propose an...

MANAGING AND TREATING DEMODICOSIS IN GERMAN SHEPHERDS: A COMPREHENSIVE GUIDE TO GENERALIZED CASES

By: Harish Chandra Singh
Published: January 13, 2025
Demodicosis is a common, inflammatory parasitic skin disease of dogs caused by the excessive multiplication of the mite, Demodex spp, within the hair follicles and sebaceous glands. The disease has three forms: localized, juvenile-onset generalized, and adult-onset generalized demodicosis. Successful management of this disease requires prolonged therapy due to its...