摘要：The breakage and bending of ducts result in a difficulty to cope with ventilation issues in bidirectional excavation tunnels with a long inclined shaft using a single ventilation method based on *** discuss the hybrid ventilation system applied in bidirectional excavation tunnels with a long inclined shaft,this study has established a full-scale computational fluid dynamics model based on field tests,the Poly-Hexcore method,and the sliding mesh *** distribution of wind speed,temperature field,and CO in the tunnel are taken as indices to compare the ventilation efficiency of three ventilation systems(duct,duct-ventilation shaft,duct–ventilated shaft-axial fan).The results show that the hybrid ventilation scheme based on duct-ventilation shaft–axial fan performs the best among the three ventilation *** to the duct,the wind speed and cooling rate in the tunnel are enhanced by 7.5%–30.6%and 14.1%–17.7%,respectively,for the duct-vent shaft-axial fan condition,and the volume fractions of CO are reduced by 26.9%–73.9%.This contributes to the effective design of combined ventilation for bidirectional excavation tunnels with an inclined shaft,ultimately improving the air quality within the tunnel.

摘要：固体氧化物电池将在未来可再生能源储存转换系统中占据重要位置.但SOCs受制于低耐久度的影响,目前仍需在新材料开发和工程设计方面取得进一步的突破以实现商业化.这项研究报道了一个数据驱动的粉体-能量框架(Powder-to-power framework,P2PF),通过实现从制备到长时运行的异质电极形貌演化数字化,实现了对于整个生命周期的性能预测.首先通过参数分析阐明了微结构参数对于燃料电极长期性能的内在影响机制,发现合理控制离子导电相的体积分数不仅可以有效抑制镍粗化,还是减少镍迁移引起的欧姆损失增加的关键.电极初始性能和性能衰减率是多参数耦合作用的结果.所构建代理模型被应用于多目标遗传算法以提出简单可行的耐久度优化策略.数据驱动的粉体-能量框架确定了满足不同最大运行时长要求的最佳电极制备参数,并将镍基电极的降解率从基本工况下2.132%kh^(-1)降低到0.703%kh^(-1)(最大运行时长大于50000 h).