Nan Li

Nan Li

orcid

Research Focus & Metrics

Academic Career Length

17Years (2010-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

View All Publications
30 April 2019 in Energies
Verified
Journal Article
Open access
PDF file
NLNan Li
Nan Li
YSYu Sun
Yu Sun
JYJian Yu
Jian Yu
JLJian-Cheng Li
Jian-Cheng Li
HZHong-Fei Zhang
Hong-Fei Zhang
Sang-Bing TsaiSang-Bing Tsai
Sang-Bing Tsai
Aircraft emissions are the main cause of airport air pollution. One of the keys to achieving airport energy conservation and emission reduction is to optimize aircraft taxiing paths. The traditional optimization method based on the shortest taxi time is to model the aircraft under the assumption of uniform speed taxiing. Although it is easy to solve, it does not take into account the change of the velocity profile when the aircraft turns. In view of this, this paper comprehensively considered the aircraft’s taxiing distance, the number of large steering times and collision avoidance in the taxi, and established a path optimization model for aircraft taxiing at airport surface with the shortest total taxi time as the target. The genetic algorithm was used to solve the model. The experimental results show that the total fuel consumption and emissions of the aircraft are reduced by 35% and 46%, respectively, before optimization, and the taxi time is greatly reduced, which effectively avoids the taxiing conflict and reduces the pollutant emissions during the taxiing phase. Compared with traditional optimization methods that do not consider turning factors, energy saving and emission reduction effects are more significant. The proposed method is faster than other complex algorithms considering multiple factors, and has higher practical application value. It is expected to be applied in the more accurate airport surface real-time running trajectory optimization in the future. Future research will increase the actual interference factors of the airport, comprehensively analyze the actual situation of the airport’s inbound and outbound flights, dynamically adjust the taxiing path of the aircraft and maintain the real-time performance of the system, and further optimize the algorithm to improve the performance of the algorithm.

17 September 2018 in Energies
Verified
Journal Article
Open access
PDF file
ZXZhu Xinhua
Zhu Xinhua
NLNan Li
Nan Li
YSYu Sun
Yu Sun
HZHongfei Zhang
Hongfei Zhang
KWKai Wang
Kai Wang
Sang-Bing TsaiSang-Bing Tsai
Sang-Bing Tsai
In order to reduce the taxiing time of departing aircraft and reduce the fuel consumption and exhaust emissions of the aircraft, Shanghai Hongqiao Airport was taken as an example to study the control strategy for aircraft departure. In this paper, the influence of the number of departure aircraft on the runway utilization rate, the takeoff rate, and the departure rate of flight departures under the conditions of airport runway capacity constraints are studied. The influence of factors, such as the number of departure aircraft, the gate position of the aircraft, and the configuration of airport arrival and departure runways, on the aircraft taxiing time for departure is analyzed. Based on a multivariate linear regression equation, a time prediction model of aircraft departure taxiing time is established. The fuel consumption and pollutant emissions of aircraft are calculated. The experimental results show that, without reducing the utilization rate of the runway and the departure rate of flights, implementing a reasonable pushback number for control of departing aircraft during busy hours can reduce the departure taxiing time of aircraft by nearly 32%, effectively reducing the fuel consumption and pollutant emissions during taxiing on the airport surface.

22 July 2010
Verified
Conference Paper
Closed access
NLNan Li
Nan Li
LZLeilei Zhang
Leilei Zhang
XXXiaohao Xu
Xiaohao Xu
"ATM integration" is the new trend for the development of Next-Generation Air Transportation System (NGATS). The main problem of "ATM integration" is information sharing and interaction of the heterogeneous systems. Standardization and formalization of the domain ontologies provide a good solution for the interoperability information system. This article introduces a concept of ontology to the ATM system, and then it creates an ATM domain ontology and analyzes the relationship in the clear expression concepts. Ontology-based systems prove a fundamental solution for the information sharing and integration issues which are faced by the ATM systems integration. In this paper, we illustrate an ontology-based ATM system framework in order to provide a unified set of semantic knowledge for ATM domain. This measure solves the ambiguity problem in understanding and provides technical support for the ATM integration.

6 February 2026 in Aerospace
Verified
Journal Article
Open access
PDF file
NLNan Li
Nan Li
JAJun AN
Jun AN
JPJiayi Peng
Jiayi Peng
Xavier OliveXavier Olive
Xavier Olive
XLXiao Liu
Xiao Liu
ZGZheng Gao
Zheng Gao
Airport aprons are complex, multi-node operational hubs frequently affected by queue congestion resulting from control handovers, taxi conflicts, and external factors. To enable proactive congestion management, we propose a new and accurate method for apron queue length prediction. The core of our approach is a multi-queue network model in which queues are systematically divided by control position and taxi direction. This framework, which applies the Fluid Flow Approximation and is calibrated with historical data, effectively captures the dynamics of multi-node traffic flow. In a validation case study at Beijing Daxing International Airport (ZBAD), the model achieved high accuracy, with the mean absolute error of queue length prediction averaging 0.5 aircraft. The results demonstrate the model’s ability to characterize queue dynamics on a minute-level scale across a full day.

22 July 2010
Verified
Conference Paper
Closed access
NLNan Li
Nan Li
ZLZhiqiang Liu
Zhiqiang Liu
XXXiaohao Xu
Xiaohao Xu
Concerning the increasingly serious problem of delays in flights, a method is proposed in this paper based on the Visual Simmod tools. By this means, a dynamic simulation model of QingDao Aerodrome is established, and an analysis about every component of departure delay is shown in the following passages, which provide a better comprehension for flights optimization.