A Co-Scheduling Problem of Ship Lift and Ship Lock at the Three Gorges Dam
Due to the unprecedentedly increasing demands of waterway transportation on the Yangtze River during the latest years, traffic congestion at the Three Gorges Dam (TGD) has becoming a serious problem. In busiest seasons, a vessel may need to wait up to 3 days for passing the TGD via the ship lift or...
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doaj-c41b72be8474433b80c8a26a8f54d73b2021-03-30T04:42:52ZengIEEEIEEE Access2169-35362020-01-01813289313291010.1109/ACCESS.2020.30097759142201A Co-Scheduling Problem of Ship Lift and Ship Lock at the Three Gorges DamXu Zhao0Qianjun Lin1https://orcid.org/0000-0002-5783-807XHao Yu2https://orcid.org/0000-0002-2091-5983School of Economics and Management, China Three Gorges University, Yichang, ChinaSchool of Economics and Management, China Three Gorges University, Yichang, ChinaDepartment of Industrial Engineering, UiT The Arctic University of Norway, Narvik, NorwayDue to the unprecedentedly increasing demands of waterway transportation on the Yangtze River during the latest years, traffic congestion at the Three Gorges Dam (TGD) has becoming a serious problem. In busiest seasons, a vessel may need to wait up to 3 days for passing the TGD via the ship lift or the five-stage ship lock. In order to improve the navigation efficiency and the utilization of passing facilities, a co-scheduling problem of ship lift and ship lock at the TGD is modeled in this paper. Besides, the improvement on effectiveness, safety and fairness of the navigation scheduling by introducing the ship lift is taken into account. The mathematical model proposed is, by nature, a two-stage problem, where the first-stage variables determine the assignments of passing facilities and the second-stage variables schedule the vessels. In order to solve the proposed mathematical model, a hybrid metaheuristic algorithm is used at the first stage to determine the allocation of vessels to different passing facilities and to different lockage through the maximization of facility utilization rate. The second-stage problem is then solved by CPLEX. The proposed mathematical model and algorithm are validated through a set of numerical experiments and a case study. The results show both the navigation efficiency and the utilization of passing facilities can be improved by using the proposed methods.https://ieeexplore.ieee.org/document/9142201/Three Gorges Damschedulingco-schedulingmetaheuristicsoptimization |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Xu Zhao Qianjun Lin Hao Yu |
spellingShingle |
Xu Zhao Qianjun Lin Hao Yu A Co-Scheduling Problem of Ship Lift and Ship Lock at the Three Gorges Dam IEEE Access Three Gorges Dam scheduling co-scheduling metaheuristics optimization |
author_facet |
Xu Zhao Qianjun Lin Hao Yu |
author_sort |
Xu Zhao |
title |
A Co-Scheduling Problem of Ship Lift and Ship Lock at the Three Gorges Dam |
title_short |
A Co-Scheduling Problem of Ship Lift and Ship Lock at the Three Gorges Dam |
title_full |
A Co-Scheduling Problem of Ship Lift and Ship Lock at the Three Gorges Dam |
title_fullStr |
A Co-Scheduling Problem of Ship Lift and Ship Lock at the Three Gorges Dam |
title_full_unstemmed |
A Co-Scheduling Problem of Ship Lift and Ship Lock at the Three Gorges Dam |
title_sort |
co-scheduling problem of ship lift and ship lock at the three gorges dam |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2020-01-01 |
description |
Due to the unprecedentedly increasing demands of waterway transportation on the Yangtze River during the latest years, traffic congestion at the Three Gorges Dam (TGD) has becoming a serious problem. In busiest seasons, a vessel may need to wait up to 3 days for passing the TGD via the ship lift or the five-stage ship lock. In order to improve the navigation efficiency and the utilization of passing facilities, a co-scheduling problem of ship lift and ship lock at the TGD is modeled in this paper. Besides, the improvement on effectiveness, safety and fairness of the navigation scheduling by introducing the ship lift is taken into account. The mathematical model proposed is, by nature, a two-stage problem, where the first-stage variables determine the assignments of passing facilities and the second-stage variables schedule the vessels. In order to solve the proposed mathematical model, a hybrid metaheuristic algorithm is used at the first stage to determine the allocation of vessels to different passing facilities and to different lockage through the maximization of facility utilization rate. The second-stage problem is then solved by CPLEX. The proposed mathematical model and algorithm are validated through a set of numerical experiments and a case study. The results show both the navigation efficiency and the utilization of passing facilities can be improved by using the proposed methods. |
topic |
Three Gorges Dam scheduling co-scheduling metaheuristics optimization |
url |
https://ieeexplore.ieee.org/document/9142201/ |
work_keys_str_mv |
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