A digital decision approach for scheduling process planning of shared bikes under Internet of Things environment

Wu, Xuezhong; J, Lin; Yang, Yang

doi:10.1016/j.asoc.2022.109934

Cited by 11 publications

(12 citation statements)

References 31 publications

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“…They found that the Random Forest Regressor, Bagging Regressor, and XGBoost Regressor are more suitable for analyzing the data in the bikesharing system. The large number of e-fences caused high difficulty and cost in scheduling the shred bikes [98]. Wu et al [98] proposed a process planning algorithm for electric dispatching vehicles to schedule the shared bikes.…”

Section: The Improvements Of Public Transportation Efficiencymentioning

confidence: 99%

“…The large number of e-fences caused high difficulty and cost in scheduling the shred bikes [98]. Wu et al [98] proposed a process planning algorithm for electric dispatching vehicles to schedule the shared bikes. This algorithm includes demand prediction (i.e., LSTM-GRU) and scheduling subarea division.…”

Section: The Improvements Of Public Transportation Efficiencymentioning

confidence: 99%

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Sensors on Internet of Things Systems for the Sustainable Development of Smart Cities: A Systematic Literature Review

Zeng,

Pang,

Tang

2024

Sensors

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The Internet of Things (IoT) is a critical component of smart cities and a key contributor to the achievement of the United Nations Sustainable Development Goal (UNSDG) 11: Sustainable Cities and Communities. The IoT is an infrastructure that enables devices to communicate with each other over the Internet, providing critical components for smart cities, such as data collection, generation, processing, analysis, and application handling. IoT-based applications can promote sustainable urban development. Many studies demonstrate how the IoT can improve smart cities’ sustainable development. This systematic literature review provides valuable insights into the utilization of the IoT in the context of smart cities, with a particular focus on its implications for sustainable urban development. Based on an analysis of 73 publications, we discuss the role of IoT in the sustainable development of smart cities, focusing on smart communities, smart transportation, disaster management, privacy and security, and emerging applications. In each domain, we have detailed the attributes of IoT sensors. In addition, we have examined various communication technologies and protocols suitable for transmitting sensor-generated data. We have also presented the methods for analyzing and integrating these data within the IoT application layer. Finally, we identify research gaps in the literature, highlighting areas that require further investigation.

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Section: The Improvements Of Public Transportation Efficiencymentioning

confidence: 99%

Section: The Improvements Of Public Transportation Efficiencymentioning

confidence: 99%

Sensors on Internet of Things Systems for the Sustainable Development of Smart Cities: A Systematic Literature Review

Zeng,

Pang,

Tang

2024

Sensors

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“…③ Parking spots status matrix The meaning and value rules of the parking spots state matrix are the same as above. However, since the decision variables and the parking demand matrix are both changed from one-dimensional vectors to two-dimensional matrices, the calculation formula of the parking spots state variables is also converted accordingly, which are shown in formula (25) and formula (26).…”

Section: Adjusted Variablesmentioning

confidence: 99%

“…To cope with the realtime updates of parking demands and shared parking spaces, achieve good allocation effect and high allocation speed, Ning et al designed a meta-heuristic algorithm Advanced and Adaptive Tabu Search (AATS) with an advanced initialization with multi-factor sequencing and an adaptive neighbourhood generation with bi-operator competition [24]. With the support of digital technology, shared transportation has developed greatly in recent years [25,26].…”

Section: Introductionmentioning

confidence: 99%

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Modelling and comparing two modes of sharing parking spots at residential area: Real‐time and fixed‐time allocation

Yang

Yang²,

Yuan

et al. 2023

IET Intelligent Trans Sys

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This research aims to improve the utilization efficiency of parking facilities in residential areas. The real‐time and fixed‐time shared parking spot allocation models based on a time window constraint are proposed, respectively. The real‐time model adopts the dynamic response service mechanism, introducing a multi‐objective decision weighting method to construct the weighted evaluation function. Then, the 0–1 planning model with user optimization is established, utilizing branch‐bound algorithm for a solution. The fixed‐time model adopts the periodic service mechanism, where a rejection penalty factor is introduced to add penalty cost. Then, the 0–1 programming model with system optimization is constructed, where genetic annealing algorithm solves the large‐scale calculation problem. The results from this case study illustrate the fixed‐time allocation mode has more balanced utilization of parking facilities, whereas over‐utilization of preferred parking lots occurs in the real‐time model; additionally, when supply and demand are in balance, the fixed‐time model can obtain higher system revenues, reduce effective rejection rate by 9.43%, and increase resource utilization efficiency by 5.28%. In conclusion, the real‐time allocation mode reflects the advantage of a user's optimal allocation mode when supply is greater than demand; conversely, the fixed‐time allocation mode has the advantage of optimum system resources utilization efficiency.

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Service placement in fog–cloud computing environments: a comprehensive literature review

Sarkohaki,

Sharifi

2024

J Supercomput

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A digital decision approach for scheduling process planning of shared bikes under Internet of Things environment

Cited by 11 publications

References 31 publications

Sensors on Internet of Things Systems for the Sustainable Development of Smart Cities: A Systematic Literature Review

Sensors on Internet of Things Systems for the Sustainable Development of Smart Cities: A Systematic Literature Review

Modelling and comparing two modes of sharing parking spots at residential area: Real‐time and fixed‐time allocation

Service placement in fog–cloud computing environments: a comprehensive literature review

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