In order to study the force and life of the key components in the gearbox of an existing double-rotor wind turbine, the design and structural parameters of the gearbox in the traditional National Renewable Energy Laboratory (NREL) 5 MW single-rotor wind turbine are adopted, and the fixed ring gear of the first planetary stage transmission is released to form a differential gearbox suitable for a double-rotor wind turbine with two inputs. The double input is used to connect the double rotor. Subsequently, the characteristics of the gearbox in a double-rotor wind turbine are discussed. On the basis of the constant rated power of the whole wind turbine, the total power is divided into two parts, which are allocated to the double rotors, then two rotational speeds of the two inputs are given according to different power ratios by complying with the matching principle of force and moment. Furthermore, the force acting on the pitch circle of the planet gear, as well as the force and life of the planet bearing of the two-stage planetary transmission are calculated and compared with a single-rotor wind turbine. The results show that the structural advantages of a double-rotor wind turbine can reduce the stress of key components of the gearbox and increase the life span of the planet bearing, thereby the life of the whole gearbox is improved and the downtime of the whole wind turbine is reduced.

The treatment of refractory wastewater pollutants requires advanced materials capable of synergistic enrichment and destruction. Cellulose-based aerogels, combining biomass sustainability with a porous structure, are a promising platform, yet a quantitative synthesis of this field’s evolution is lacking. This study presents the first bibliometric and visual analysis of 463 publications on cellulose-based aerogels for wastewater treatment. The field shows S-shaped growth, evolving from a Nascent phase to Exponential Growth and now entering Maturation. Social network analysis reveals a China-centered but increasingly international collaboration pattern, while institutional productivity remains fragmented into multiple small research teams. The foundation rests on two synergistic pillars: adsorptive sequestration and catalytic degradation, with research evolving from their parallel development to active fusion. Current frontiers focus on sustainable system engineering, emphasizing process integration, material regeneration, and advanced precursors like cellulose nanofiber. This analysis maps the field’s maturation from material exploration toward integrated catalytic system design, providing a foundational reference and clear directives for future research to address integration challenges. In addition to bibliometric mapping, this review critically discusses treatment functions (adsorption, catalytic oxidation, and integrated pathways) and deployment barriers (regeneration, recyclability, and scale-up feasibility), thereby linking knowledge evolution to practical wastewater-treatment translation. While China contributes the largest publication share in the present dataset, the field is supported by increasing participation from multiple countries and regions.