INNOVATIVE PROCESS MONITORING IN STOCHASTIC PRODUCTION SYSTEMS: THE DEEP KOOPMAN NEURAL NETWORK APPROACH

Stochastic production systems (SPS) have demonstrated significant potential in various fields, including fermentation, pharmaceuticals, and composite material production. However, ensuring product quality in such scenarios is a critical challenge due to the stringent quality constraints. SPS is known for its intrinsic stochasticity and measurement uncertainty, making process monitoring

Authors: Wang Xin Hua
Pages: 8-24
UNLOCKING NEW ENERGY VEHICLE POTENTIAL: BATTERY VOLTAGE FAULT DIAGNOSIS THROUGH ELECTRONIC TECHNOLOGY

New energy vehicles represent innovative advancements in clean energy application, offering a solution to the high energy consumption associated with traditional fuel-driven vehicles. These vehicles not only reduce energy consumption but also contribute to lower exhaust pollution, aligning with the goals of sustainable societal development. The burgeoning new energy vehicle industry holds

Authors: Li Xin Ming
Pages: 56-61
EFFICIENT POWER CONTROL IN HIGH-VOLTAGE GRIDS: URBAN CHALLENGES

In an era marked by economic globalization and fierce market competition, the transformation and modernization of the manufacturing industry have emerged as vital strategies for national progress. To contend with escalating external competition and internal demands, the manufacturing sector must continually elevate its product quality and innovation capabilities to sustain market

Authors: Anderson James Emily
Pages: 47-55
ENHANCING POWER GRID STABILITY: ELECTRIC SPRING CONTROL WITH ACOQPCI

The integration of large-scale renewable energy sources into the power grid has become increasingly important in recent years, driven by concerns over energy sustainability and environmental impact. However, the intermittent and unpredictable nature of renewable energy generation has led to power supply and demand imbalances, resulting in voltage and frequency fluctuations and harmonic

Authors: Li Xin Ming
Pages: 25-37
REVOLUTIONIZING MANUFACTURING: THE IMPACT OF INDUSTRIAL DESIGN ON HIGH-QUALITY DEVELOPMENT

In an era marked by economic globalization and fierce market competition, the transformation and modernization of the manufacturing industry have emerged as vital strategies for national progress. To contend with escalating external competition and internal demands, the manufacturing sector must continually elevate its product quality and innovation capabilities to sustain market

Authors: Anderson James Douglas
Pages: 1-7
ADVANCING FIRE SAFETY: AUTOMATIC FLAME RECOGNITION AND TRACKING IN INTELLIGENT FIRE ROBOTS USING STC89C52

Fire robots, a distinct category of robotic technology, serve as formidable substitutes for human firefighters in the midst of perilous fire emergencies marked by high temperatures, thick smoke, and oxygen depletion. These versatile automatons are capable of executing critical missions, including smoke ventilation and cooling, fire suppression, and reconnaissance and rescue operations. The

Authors: Zhang Wei Jun
Pages: 38-46