DFCluster: An efficient algorithm to mine maximal differential biclusters for single pilot operations task synthesis safety analysis

With the continuous advancement of the avionics system, crew members are correspondingly reduced, and Single Pilot Operations(SPO) has attracted widespread attention from scholars.To meet the flight requirements in SPO mode, it is necessary to further strengthen air-ground coordination system integration, but at the same time, there will be some safety issues caused by resource integration, function fusion, and task synthesis. Aimed at the safety problems caused by task synthesis, an efficient d...     

燃气轮机快速并车过程冲击及响应特性试验研究

为研究燃机快速并车过程中的冲击及响应特性,搭建并车试验台架,采用试验方法对并车参数和轴系部位对轴系动态响应幅值的影响开展研究。经过试验发现：快速并车过程中SSS离合器(同步自动换挡离合器)啮合瞬间会产生扭矩冲击,轴系因此产生明显的扭矩响应,并且相同的并车参数下扭矩响应的幅值会在一定范围内波动；降低并入机的设定扭矩或延长加载时间均可明显降低扭矩冲击和响应幅值；扭矩冲击对轴系不同部位产生的响应也不同,越靠近SSS离合器的位置,扭矩响应越大,且经过减速齿轮后响应明显降低。结果表明：所搭建的试验台架能够反映燃机快速并车过程中的冲击及响应特性,可为燃燃联合动力装置并车策略和安全性设计提供参考。     

Optimization and verification of single pilot operations model for commercial aircraft based on biclustering method

Commercial aircraft crews have experienced a trend from five-person crew to dual-pilot crew. Arised from both technological and market demands, Single Pilot Operations (SPO) is considered an important development direction in modern aviation technology. In this paper, starting from Dual-Pilot Operations (DPO), the piloting process, decision-making process and decision-making mode of DPO for commercial aircraft are studied to obtain the operational requirements of SPO. Then, based on above analysis, the operational mechanism of SPO is studied and the core technology of SPO mode is proposed. Next, a new closed frequent bicluster mining algorithm named FsCluster is proposed for the optimization of the SPO model, and the other efficient bicluster mining algorithm named TsCluster is proposed for the analysis and verification of the SPO model. Finally, a typical flight phase scenario is modelled by Magic System of System, and combined with the proposed algorithms for analysis and verification to determine whether the SPO mode can meet the DPO requirements.