By 2026, the construction machinery industry will be profoundly shaped by the dual drivers of intelligentization and energy-saving environmental protection. This report provides a forward-looking analysis of how technologies such as industrial AI, digital twins, and IoT will enable autonomous decision-making and predictive maintenance in equipment. Simultaneously, advancements in low-carbon materials, waste recycling processes, and energy-efficient systems will reduce carbon emissions by 25-30%. This integrated development path not only enhances production efficiency and equipment reliability but also aligns with global carbon neutrality goals. The convergence of intelligence and green technology will redefine industry standards, offering actionable insights for manufacturers, investors, and policymakers navigating this transformative era.