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An Innovative Method for Wind Load Estimation in High-Rise Buildings Based on Data-Driven and AI Approaches

High-rise buildings are increasingly being constructed in urban areas worldwide, making accurate wind load estimation critical for structural safety and occupant comfort. Traditional wind load estimation relies on empirical formulas, wind tunnel testing, and computational fluid dynamics (CFD). However, these methods often require significant computational resources, time, and financial investment. Moreover, real-world wind conditions are…

Understanding Damping in Tall Buildings: A Data-Driven Approach

Tall buildings are engineering marvels designed to withstand environmental forces such as wind and seismic activities. Among the key factors influencing their structural integrity is damping, a phenomenon that governs how a building dissipates energy from vibrations. Unlike mass and stiffness, damping is difficult to estimate due to the complex interplay of materials, frictional effects,…

Aeroelastic Energy Harvesting: A Game-Changer for Indonesia’s Renewable Energy Future

Indonesia, with its extensive coastline and archipelagic geography, holds significant potential for wind energy development. The country’s wind energy potential is estimated at around 9.3 GW, primarily concentrated in regions like South Sulawesi, East Nusa Tenggara, and West Java. Coastal areas and highlands with average wind speeds between 4 to 6 m/s offer viable sites…

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