Scientific journal paper Q1
Impact analysis of travel time uncertainty on AGV catch-up conflict and the associated dynamic adjustment
Jun-jun Li (Li, J.-j.); Bo-wei Xu (Xu, B.-w.); Octavian Postolache (Postolache, O.); Yong-sheng Yang (Yang, Y.-s.); Hua-feng Wu (Wu, H.-f.);
Journal Title
Mathematical Problems in Engineering
Year
2018
Language
English
Country
Egypt
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Abstract
In automated logistics systems, travel time uncertainty can severely affect automated guided vehicle (AGV) conflict and path planning. Insight is required into how travel time uncertainty affects catch-up conflict, the main AGV conflict in one-way road networks. Under normal circumstances, the probability formula for catch-up conflict is deduced based on an analysis of AGV catch-up conflict. The vertex, monotonicity, and symmetry of catch-up conflict probabilities are developed, for symmetrical AGV travel time distribution densities. Adynamic adjustment method based on conflict probability for AGVs is designed. The probability features of catch-up conflicts and the performance of the associated dynamic adjustment are simulated and validated for AGVs at an automated container terminal. The simulation results show that the impact analysis of travel time uncertainty on AGV catch-up conflict is correct, and the dynamic adjustment is effective.
Acknowledgements
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Keywords
  • Civil Engineering - Engineering and Technology
  • Electrical Engineering, Electronic Engineering, Information Engineering - Engineering and Technology
  • Mechanical Engineering - Engineering and Technology
  • Medical Engineering - Engineering and Technology
  • Environmental Engineering - Engineering and Technology
Funding Records
Funding Reference Funding Entity
15YJC630145 Ministry of Education of Humanities and Social Science Project
UID/EEA/50008/2013 Fundação para a Ciência e a Tecnologia
15ZR1420200 Natural Science Foundation of Shanghai Science and Technology Committee
15YJC630059 Ministry of Education of Humanities and Social Science Project