Data-driven approaches for emissions-minimized paths in urban areas

Ehmke, Jan Fabian; Campbell, Ann Melissa; Thomas, Barrett W.

doi:10.1016/j.cor.2015.08.013

Cited by 55 publications

(45 citation statements)

References 27 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Hence faster driving is clearly cheaper and less polluting in this context. This is consistent with what was observed by Ehmke et al (2014) for urban areas but different from what occurs in inter-city travel where faster driving entails more pollution which must be weighted against reduced driver wages Demir et al, 2014a).…”

Section: Conclusion and Managerial Insightssupporting

confidence: 79%

“…In urban areas where a maximum speed limit of 40 km/h is imposed, a fastest path is also a least-polluting path according to Figure 1. However, as in Ehmke et al (2014), this path is not always a shortest path. instead of (i, K, L, j), particularly in urban settings.…”

Section: Network Structurementioning

confidence: 99%

“…The authors solved the problem using tabu search and proposed efficient bounding procedures. More recently, Ehmke et al (2014) studied stochastic shortest paths with an emissions minimization objective. The authors concluded that in order to minimize emissions, vehicles may have to travel via a circuitous path rather than along a more direct shortest path.…”

Section: Introductionmentioning

confidence: 99%

See 2 more Smart Citations

The impact of depot location, fleet composition and routing on emissions in city logistics

Koç

Bektaş

Jabali

et al. 2016

Transportation Research Part B: Methodological

144

View full text Add to dashboard Cite

This paper investigates the combined impact of depot location, fleet composition and routing decisions on vehicle emissions in city logistics. We consider a city in which goods need to be delivered from a depot to customers located in nested zones characterized by different speed limits. The objective is to minimize the total depot, vehicle and routing cost, where the latter can be defined with respect to the cost of fuel consumption and CO2 emissions. A new powerful adaptive large neighborhood search metaheuristic is developed and successfully applied to a large pool of new benchmark instances. Extensive analyses are performed to empirically assess the effect of various problem parameters, such as depot cost and location, customer distribution and heterogeneous vehicles on key performance indicators, including fuel consumption, emissions and operational costs. Several managerial insights are presented.

show abstract

Section: Conclusion and Managerial Insightssupporting

confidence: 79%

Section: Network Structurementioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

See 1 more Smart Citation

The impact of depot location, fleet composition and routing on emissions in city logistics

Koç

Bektaş

Jabali

et al. 2016

Transportation Research Part B: Methodological

144

View full text Add to dashboard Cite

show abstract

“…It is noteworthy that the BDA-driven routing problem is mainly studied in static environments based on historical databases (Ehmke et al, 2016;Zhang et al, 2016), while the use of BDA for dynamic routing optimization in real-time contexts is only conceptualized in some theoretical platform-based papers such as Sivamani et al (2014) and . Moreover, the application of BDA on logistics network planning has recently gained more attention, but is still under-examined in both strategic and operational levels Mehmood et al, 2017).…”

Section: Resultsmentioning

confidence: 99%

Big data analytics in supply chain management: A state-of-the-art literature review

Nguyen

Zhou

Spiegler

et al. 2018

Computers & Operations Research

403

238

View full text Add to dashboard Cite

Abstract:The rapidly growing interest from both academics and practitioners in the application of big data analytics (BDA) in supply chain management (SCM) has urged the need for review of up-to-date research development in order to develop a new agenda. This review responds to the call by proposing a novel classification framework that provides a full picture of current literature on where and how BDA has been applied within the SCM context. The classification framework is structurally based on the content analysis method of Mayring (2008) techniques are employed to develop these models? The discussion tackling these four questions reveals a number of research gaps, which leads to future research directions.

show abstract

“…According to Ehmke et al, (2016), driving fewer kilometers reduces the number of emission gasses emitted by the vehicle. This scenario is like spending less time on roads.…”

Section: Dmentioning

confidence: 99%

Transport Pollution: A Research of the Nigerian Transport Sector

2019

IJITEE

View full text Add to dashboard Cite

The growth in transport, especially road-based transport, is associated with environmental problems. Emissions from automobiles have been recognized as the main source of environmental pollution. The Nigerian population perceives road transportation as one of the primary environmental intruders. However, this problem has been substantially reduced in many developed countries as a result of the introduction of various technologies, including the local traffic reduction measures as well as the three-way catalyst. Inadequate transport infrastructure to support the increased number of vehicles plying the Nigerian roads has become a challenge to the government and the transport industry. This paper aims at providing contextual information on the environmental and health related to air pollution stemming from road transportation in Nigeria. Besides, it reviews the causes of transport emissions and the need for an integrated transport system in Nigeria

show abstract

Data-driven approaches for emissions-minimized paths in urban areas

Cited by 55 publications

References 27 publications

The impact of depot location, fleet composition and routing on emissions in city logistics

The impact of depot location, fleet composition and routing on emissions in city logistics

Big data analytics in supply chain management: A state-of-the-art literature review

Transport Pollution: A Research of the Nigerian Transport Sector

Contact Info

Product

Resources

About