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Search Results (19,014)

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Keywords = transportation system

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22 pages, 1291 KiB  
Review
Small but Significant: A Review of Research on the Potential of Bus Shelters as Resilient Infrastructure
by Sarah Briant, Debra Cushing, Tracy Washington and Monique Swart
Appl. Sci. 2025, 15(12), 6724; https://doi.org/10.3390/app15126724 (registering DOI) - 16 Jun 2025
Abstract
Bus stops are an essential component of public transportation systems, significantly impacting human health, wellbeing, and overall user experience. As primary interaction points for passengers, they are integral to the urban landscape and, as such, their designs influence people’s experiences within the public [...] Read more.
Bus stops are an essential component of public transportation systems, significantly impacting human health, wellbeing, and overall user experience. As primary interaction points for passengers, they are integral to the urban landscape and, as such, their designs influence people’s experiences within the public realm. Despite their importance, the design of bus stops and bus shelters remains an under-researched area. This paper aims to review the existing peer-reviewed research on bus-stop design, identifying areas for future inquiry. Twenty-two peer-reviewed journal articles were selected and included in this study. The most common theme in the published research was the manner in which bus stops could address extreme weather and heat, along with other themes, including accessibility, sustainable energy, air pollution, and noise. Further empirical research is necessary to understand how bus-stop design affects the user experience, emphasizing qualitative methods to explore human experiences, perceptions, motivations, and challenges related to bus-stop usage and public transportation. Full article
(This article belongs to the Special Issue Infrastructure Resilience Analysis)
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34 pages, 807 KiB  
Review
Non-Conventional Lane Design and Control Coordination Optimization at Urban Road Intersections: Review and Prospects
by Yizhe Wang and Xiaoguang Yang
Appl. Sci. 2025, 15(12), 6720; https://doi.org/10.3390/app15126720 (registering DOI) - 16 Jun 2025
Abstract
Optimally configuring the number and turning functions of intersection approach and exit lanes to adapt to changing traffic demands, along with optimal traffic signal timing, is key to ensuring smooth, safe, and efficient urban road intersections. Compared to conventional “left-straight-right” lane configurations, non-conventional [...] Read more.
Optimally configuring the number and turning functions of intersection approach and exit lanes to adapt to changing traffic demands, along with optimal traffic signal timing, is key to ensuring smooth, safe, and efficient urban road intersections. Compared to conventional “left-straight-right” lane configurations, non-conventional lanes have been widely adopted by various countries in recent years. This paper systematically reviews research progress on non-conventional lane design and control coordination optimization at urban road intersections, including operational mechanisms, applicable conditions, and optimization methods for various forms. By examining relevant research findings, the paper analyzes the effectiveness of non-conventional lanes in improving capacity, reducing delays, and enhancing safety. The research finds that although the application of non-conventional lanes has achieved positive results in practice, issues still exist, such as “practice outpacing theory,” “insufficient utilization of time-space resources,” and “incomplete safety evaluation.” Future research should focus on constructing a systematic evaluation framework, establishing demand-responsive dynamic lane function conversion mechanisms, developing refined and precise control methods with spatiotemporal coordination, and further exploring innovative applications of non-conventional lanes in connected and automated vehicle environments. The findings will provide theoretical and technical support for the scientific design and efficient operation of non-conventional lanes at urban road intersections. Full article
(This article belongs to the Special Issue Advances in Intelligent Road Design and Application)
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25 pages, 2033 KiB  
Article
State-Space Method-Based Frame Dynamics Analysis of the Six-Rotor Unmanned Aerial Vehicles
by Ruijing Liu, Yu Liu and Yi Zhang
World Electr. Veh. J. 2025, 16(6), 331; https://doi.org/10.3390/wevj16060331 (registering DOI) - 15 Jun 2025
Abstract
As a key component of unmanned aerial vehicles (UAVs), the vibrational characteristics of the airframe critically impact flight safety and imaging quality. These vibrations, often generated by motor-propeller systems or aerodynamic forces, can lead to structural fatigue during flight or cause image blur [...] Read more.
As a key component of unmanned aerial vehicles (UAVs), the vibrational characteristics of the airframe critically impact flight safety and imaging quality. These vibrations, often generated by motor-propeller systems or aerodynamic forces, can lead to structural fatigue during flight or cause image blur in payloads like cameras. To analyze the dynamic performance of the six-rotor UAV frame, this paper develops a state-space model based on linear state-space theory, structural dynamics principles, and modal information. The Direct Current (DC) gain method is employed to reduce the number of modes, followed by frequency response analysis on the reduced modes to derive the frequency–domain transfer function between the excitation input and response output points. The contribution of each mode to the overall frequency response is evaluated, and the frequency response curve is subsequently plotted. The results indicate that the model achieves a 73-fold speed improvement with an error rate of less than 13%, thereby validating the accuracy of the six-rotor UAV frame state-space model. Furthermore, the computational efficiency has been significantly enhanced, meeting the requirements for vibration simulation analysis. The dynamic analysis approach grounded in state-space theory offers a novel methodology for investigating the dynamic performance of complex structures, enabling efficient and precise analysis of frequency response characteristics in complex linear systems such as electric vehicle (EV) battery modules and motor systems. By treating EV components as dynamic systems with coupled mechanical–electrical interactions, this method contributes to the reliability and safety of sustainable transportation systems, addressing vibration challenges in both UAVs and EVs through unified modeling principles. Full article
18 pages, 1802 KiB  
Article
Genistein and Vanadate Differentially Modulate Cortical GABAA Receptor/ATPase Activity and Behavior in Rats via a Phenol-Sensitive Mechanism
by Sergey A. Menzikov, Danila M. Zaichenko, Aleksey A. Moskovtsev, Sergey G. Morozov and Aslan A. Kubatiev
Int. J. Mol. Sci. 2025, 26(12), 5731; https://doi.org/10.3390/ijms26125731 (registering DOI) - 15 Jun 2025
Abstract
Although some GABAA receptor subtypes are involved in both the passive permeability of anions and the ATP-dependent recovery of neuronal anion concentrations, the molecular mechanisms that ensure the coordination of passive and active transport processes remain unclear. Here we used fluorescence measurements [...] Read more.
Although some GABAA receptor subtypes are involved in both the passive permeability of anions and the ATP-dependent recovery of neuronal anion concentrations, the molecular mechanisms that ensure the coordination of passive and active transport processes remain unclear. Here we used fluorescence measurements to investigate the role of genistein (tyrosine kinase inhibitor) and vanadate (tyrosine phosphatase and ATPase inhibitor) in modulating GABAAR-mediated [Cl]i/[HCO3]i changes and ATPase activity in rat cortical neurons and HEK 293FT cells expressing the heteropentameric α2β3γ2 GABAAR isoform. We found that genistein plays an important role in the inhibition of passive GABAAR-mediated Cl influx and ClATPase activity, whereas vanadate plays an important role in the inhibition of Cl, HCO3ATPase activity and ATP-dependent recovery of [HCO3]i via changes in the formation of the phosphorylated intermediate. The effect of blockers was significantly restored in the presence of phenol. In behavioral experiments, the administration of phenol has been established to induce tremors and head twitching in rats, with the involvement of GABAAR/ATPase in these behavioral responses. Genistein can reduce the adverse effects of phenol, thereby confirming the interaction of these chemicals when binding to binding receptor sites. While our data demonstrate the opposing roles of genistein and vanadate in modulating GABAAR/ATPase function in a bicarbonate-dependent manner. Such multidirectional systems are considered to be bistable elements involved in the regulatory mechanisms of synaptic plasticity. Full article
(This article belongs to the Special Issue Pharmacology and Toxicology of Synthetic and Natural Products)
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31 pages, 2346 KiB  
Article
Maritime Port Freight Flow Optimization with Underground Container Logistics Systems Under Demand Uncertainty
by Miaomiao Sun, Chengji Liang, Yu Wang and Salvatore Antonio Biancardo
J. Mar. Sci. Eng. 2025, 13(6), 1173; https://doi.org/10.3390/jmse13061173 - 15 Jun 2025
Abstract
As global trade and container transportation continue to grow, port collection and distribution systems face increasing challenges, including congestion, inefficiency, and environmental impact. Traditional ground-based transportation methods often exacerbate these issues, especially under uncertain demand conditions. This study aims to optimize freight flow [...] Read more.
As global trade and container transportation continue to grow, port collection and distribution systems face increasing challenges, including congestion, inefficiency, and environmental impact. Traditional ground-based transportation methods often exacerbate these issues, especially under uncertain demand conditions. This study aims to optimize freight flow allocation in port collection and distribution networks by integrating traditional and innovative transportation modes, including underground container logistics systems, under demand uncertainty. A stochastic optimization model is developed, incorporating transportation, environmental, carbon tax and subsidy, and congestion costs while satisfying various constraints, such as capacity limits, time constraints, and low-carbon transport requirements. The model is solved using a hybrid algorithm combining an improved Genetic Algorithm and Simulated Annealing (GA-SA) with Deep Q-Learning (DQN). Numerical experiments and case studies, particularly focusing on A Port, demonstrate that the proposed approach significantly reduces total operational costs, congestion, and environmental impacts while enhancing system robustness under uncertain demand conditions. The findings highlight the potential of underground logistics systems to improve port logistics efficiency, providing valuable insights for future port management strategies and the integration of sustainable transportation modes. Full article
30 pages, 14172 KiB  
Article
Synoptic and Dynamic Analyses of an Intense Mediterranean Cyclone: A Case Study
by Ahmad E. Samman
Climate 2025, 13(6), 126; https://doi.org/10.3390/cli13060126 - 15 Jun 2025
Abstract
On 3 February 2006, a powerful Mediterranean cyclone instigated a widespread dust storm across Saudi Arabia. Meteorological observations from one station recorded strong westerly to southwesterly winds, with gusts reaching 40 m/s, accompanied by thunderstorms and dust storms. This study delves into the [...] Read more.
On 3 February 2006, a powerful Mediterranean cyclone instigated a widespread dust storm across Saudi Arabia. Meteorological observations from one station recorded strong westerly to southwesterly winds, with gusts reaching 40 m/s, accompanied by thunderstorms and dust storms. This study delves into the formation and development of this significant Mediterranean cyclone, which impacted the Mediterranean basin and the Arabian Peninsula from 26 January to 4 February 2006. Utilizing ECMWF ERA5 reanalysis data, this research analyzes the synoptic and dynamic conditions that contributed to the cyclone’s evolution and intensification. The cyclone originated over the North Atlantic as cold air from higher latitudes and was advected southward, driven by a strong upper-level trough. The initial phase of cyclogenesis was triggered by baroclinic instability, facilitated by an intense upper-level jet stream interacting with a pre-existing low-level baroclinic zone over coastal regions. Upper-level dynamics enhanced surface frontal structures, promoting the formation of the intense cyclone. As the system progressed, low-level diabatic processes became the primary drivers of its evolution, reducing the influence of upper-level baroclinic mechanisms. The weakening of the upper-level dynamics led to the gradual distortion of the low-level baroclinicity and frontal structures, transitioning the system to a more barotropic state during its mature phase. Vorticity analysis revealed that positive vorticity advection and warm air transport toward the developing cyclone played key roles in its intensification, leading to the development of strong low-level winds. Atmospheric kinetic energy analysis showed that the majority of the atmospheric kinetic energy was concentrated at 400 hPa and above, coinciding with intense jet stream activity. The generation of the atmospheric kinetic energy was primarily driven by cross-contour flow, acting as a major energy source, while atmospheric kinetic energy dissipation from grid to subgrid scales served as a major energy sink. The dissipation pattern closely mirrored the generation pattern but with the opposite sign. Additionally, the horizontal flux of the atmospheric kinetic energy was identified as a continuous energy source throughout the cyclone’s lifecycle. Full article
(This article belongs to the Section Weather, Events and Impacts)
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21 pages, 14961 KiB  
Article
Unsteady Flow Analysis Inside an Electric Submersible Pump with Impeller Blade Perforation
by Siyuan Li, Yang Zhang, Jianhua Bai, Jinming Dai, Hua Zhang, Jian Wang and Ling Zhou
Water 2025, 17(12), 1790; https://doi.org/10.3390/w17121790 - 14 Jun 2025
Abstract
The electric submersible pump (ESP) is a critical component in subsurface resource extraction systems, yet the presence of gas in the working medium significantly affects its performance. To investigate the impact of impeller perforation on gas–liquid mixing and internal flow characteristics, unsteady numerical [...] Read more.
The electric submersible pump (ESP) is a critical component in subsurface resource extraction systems, yet the presence of gas in the working medium significantly affects its performance. To investigate the impact of impeller perforation on gas–liquid mixing and internal flow characteristics, unsteady numerical simulations were conducted based on the Euler–Euler multiphase flow model. The transient evolution of the gas phase distribution, flow behavior, and liquid phase turbulent entropy generation rate was analyzed under an inlet gas volume fraction of 5%. Results show that under part-load flow conditions, impeller perforation reduces the amplitude of dominant frequency fluctuations and enhances periodicity, thereby mitigating low-frequency disturbances. Under design flow conditions, it leads to stronger dominant frequencies and intensified low-frequency fluctuations. Gas phase distribution varies little under low and design flow rates, while at high flow rates, gas accumulations shift from the midsection to the outlet with rotor rotation. As the flow rate increases, liquid velocity rises, and flow streamlines become more uniform within the channels. Regions of high entropy generation coincide with high gas concentration zones: they are primarily located near the impeller inlet and suction side under low flow, concentrated at the inlet and mid-passage under design flow, and significantly reduced and shifted toward the impeller outlet under high flow conditions. The above results indicate that the perforation design of ESP impellers should be optimized according to operating conditions to improve gas dispersion paths and flow channel geometry. Under off-design conditions, perforations can enhance operational stability and transport performance, while under design conditions, the location and size of the perforations must be precisely controlled to balance efficiency and vibration suppression. Full article
(This article belongs to the Special Issue Hydraulics and Hydrodynamics in Fluid Machinery, 2nd Edition)
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19 pages, 2577 KiB  
Article
Rainfall and High Humidity Influence the Seasonal Dynamics of Spores of Glomerellaceae and Botryosphaeriaceae Genera in Avocado Orchards and Their Fruit Rot Association
by Lorena Tapia, Diyanira Castillo-Novales, Natalia Riquelme, Ana Luisa Valencia, Alejandra Larach, Ricardo Cautín and Ximena Besoain
Agronomy 2025, 15(6), 1453; https://doi.org/10.3390/agronomy15061453 - 14 Jun 2025
Abstract
Avocado, a fruit consumed worldwide and essential for countries like Mexico and Chile, faces significant postharvest challenges, particularly during prolonged storage and transportation periods, where Botryosphaeriaceae and Glomerellaceae genera cause fruit rots that can generate substantial economic losses. This study investigated three Hass [...] Read more.
Avocado, a fruit consumed worldwide and essential for countries like Mexico and Chile, faces significant postharvest challenges, particularly during prolonged storage and transportation periods, where Botryosphaeriaceae and Glomerellaceae genera cause fruit rots that can generate substantial economic losses. This study investigated three Hass avocado orchards in the Valparaíso region of Chile to identify spore dispersion peaks, analyze the aerial dynamics of fungal inoculum, and evaluate the association with climatic conditions, as well as the incidence (I) and damage index (DI) of fruit rots. Spore traps were installed in symptomatic trees and monitored weekly over 13 months. Meteorological data were collected in parallel. Fruits from these orchards were sampled to evaluate postharvest rots, physiological maturity, and disease severity using molecular techniques, including DNA sequencing and phylogenetic analysis of isolated pathogens. The results revealed that spore peaks for both fungal families were closely associated with increased rainfall and high relative humidity, particularly from June to mid-September (winter season). The Santo Domingo orchard exhibited the highest disease pressure, with stem-end rot reaching an I of 44% and a DI of 17.25%, and anthracnose reaching an I of 23% and a DI of 12.25%. This study provides the first long-term, field-based evidence of airborne spore dynamics of Botryosphaeriaceae and Glomerellaceae in Chilean avocado orchards and their statistical relationship with environmental variables. These findings highlight the potential of incorporating climatic indicators—such as rainfall thresholds and humidity levels—into monitoring and early-warning systems to optimize fungicide application timing, reduce unnecessary chemical use, and improve postharvest disease management in avocado production. Full article
(This article belongs to the Special Issue Research Progress on Pathogenicity of Fungi in Crops—2nd Edition)
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35 pages, 776 KiB  
Review
Pathways to the Brain: Impact of Fine Particulate Matter Components on the Central Nervous System
by Yasuhiro Ishihara, Miki Tanaka, Naoyuki Nezu, Nami Ishihara, Ami Oguro and Christoph F. A. Vogel
Antioxidants 2025, 14(6), 730; https://doi.org/10.3390/antiox14060730 (registering DOI) - 14 Jun 2025
Abstract
Fine particulate matter with an aerodynamic diameter ≤ 2.5 µm (PM2.5) has been extensively studied due to its adverse health effects. Most research has focused on its impact on the respiratory system; however, increasing attention is being directed toward its effects [...] Read more.
Fine particulate matter with an aerodynamic diameter ≤ 2.5 µm (PM2.5) has been extensively studied due to its adverse health effects. Most research has focused on its impact on the respiratory system; however, increasing attention is being directed toward its effects on the brain. Associations between air pollution and neurological disorders—such as Alzheimer’s disease, cerebral infarction, and autism spectrum disorder—have been reported, with mechanism-based studies in animal models providing further insights. PM2.5 comprises a complex mixture of thousands of chemical constituents. To elucidate its neurotoxicity mechanisms, it is essential to investigate both its transport pathways to the brain and the specific actions of its individual components. This review highlights key PM2.5 components—water-soluble ions, metals, carbonaceous particles, polycyclic aromatic hydrocarbons, quinones, plastics, and bioaerosols—and outlines their potential routes of entry into the central nervous system, along with their associated mechanisms of action. By integrating these findings, this review contributes to a deeper understanding of the neurological effects mediated by PM2.5, which represent one of the most critical aspects of its health impact. Full article
(This article belongs to the Section Health Outcomes of Antioxidants and Oxidative Stress)
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28 pages, 7909 KiB  
Article
Transformer-Based Air-to-Ground mmWave Channel Characteristics Prediction for 6G UAV Communications
by Borui Huang, Zhichao Xin, Fan Yang, Yuyang Zhang, Yu Liu, Jie Huang and Ji Bian
Sensors 2025, 25(12), 3731; https://doi.org/10.3390/s25123731 (registering DOI) - 14 Jun 2025
Abstract
With the increasing development of 6th-generation (6G) air-to-ground (A2G) communications, the combination of millimeter-wave (mmWave) and multiple-input multiple-output (MIMO) technologies can offer unprecedented bandwidth and capacity for unmanned aerial vehicle (UAV) communications. The introduction of new technologies will also make the UAV channel [...] Read more.
With the increasing development of 6th-generation (6G) air-to-ground (A2G) communications, the combination of millimeter-wave (mmWave) and multiple-input multiple-output (MIMO) technologies can offer unprecedented bandwidth and capacity for unmanned aerial vehicle (UAV) communications. The introduction of new technologies will also make the UAV channel characteristics more complex and variable, posing higher requirements for UAV channel modeling. This paper presents a novel predictive channel modeling method based on Transformer architecture by integrating data-driven approaches with UAV air-to-ground channel modeling. By introducing the mmWave and MIMO into UAV communications, the channel data of UAVs at various flight altitudes is first collected. Based on the Transformer network, the typical UAV channel characteristics, such as received power, delay spread, and angular spread, are then predicted and analyzed. The results indicate that the proposed predictive method exhibits excellent performance in prediction accuracy and stability, effectively addressing the complexity and variability of channel characteristics caused by mmWave bands and MIMO technology. This method not only provides strong support for the design and optimization of future 6G UAV communication systems but also lays a solid communication foundation for the widespread application of UAVs in intelligent transportation, logistics, and other fields in the future. Full article
13 pages, 3319 KiB  
Article
Field Testing and Seepage Analysis of Multi-Layer Leachate Levels in Landfills with Intermediate Covers: A Case Study
by Wei Shi, Yang Zhang, Yifan Lin, Han Gao and Jiwu Lan
Processes 2025, 13(6), 1889; https://doi.org/10.3390/pr13061889 - 14 Jun 2025
Abstract
The distribution of leachate in landfill systems significantly influences landfill stability, pollutant migration, and gas transport. However, existing methods for measuring leachate levels in landfills with multiple intermediate cover layers remain insufficient. This study introduces a novel in situ testing method to determine [...] Read more.
The distribution of leachate in landfill systems significantly influences landfill stability, pollutant migration, and gas transport. However, existing methods for measuring leachate levels in landfills with multiple intermediate cover layers remain insufficient. This study introduces a novel in situ testing method to determine multi-layer leachate levels. Field experiments at a landfill site in northwestern China successfully quantified leachate levels on each intermediate cover layer. Seepage analysis simulated the leachate level recovery test method used in field investigations, enabling examination of the formation mechanisms and drainage characteristics of multi-layer leachate systems. Measurement results demonstrated that each intermediate cover layer retained a corresponding perched leachate level. Variations in perched water head across waste layers arise from differences in drainage capacity between waste strata. Differential settlement of the intermediate cover layers in localized areas generated adverse hydraulic gradients, contributing to spatial heterogeneity in perched leachate distribution. Back analysis yields an in situ saturated hydraulic conductivity ranging from 1 × 10−4 to 3.3 × 10−3 cm/s. Low-permeability intermediate cover layers were identified as the primary factors contributing to multi-layer leachate formation. The implementation of effective horizontal drainage can reduce perched leachate accumulation above intermediate layers. Full article
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20 pages, 2871 KiB  
Article
The Dynamics of Cell-to-Cell Water Transport and the Involvement of Aquaporins in Response to Apoplast Blockage in the Roots of Intact Maize Plants
by Maksim Suslov
Cells 2025, 14(12), 902; https://doi.org/10.3390/cells14120902 (registering DOI) - 14 Jun 2025
Abstract
Investigating the contribution and interaction of water transport pathways in plant roots is important for understanding the functioning of the root hydraulic system. In this study, the real-time dynamics of lateral water transport along the cell-to-cell pathway and the diffusional water permeability of [...] Read more.
Investigating the contribution and interaction of water transport pathways in plant roots is important for understanding the functioning of the root hydraulic system. In this study, the real-time dynamics of lateral water transport along the cell-to-cell pathway and the diffusional water permeability of cells in the root suction zone of whole maize plants were investigated non-invasively by spin-echo NMR in response to rapid blockage of root apoplast. Apoplast blockage was carried out by insoluble precipitates using an original approach based on alternate incubation of whole plant roots in aqueous solutions of K4[Fe(CN)6] and CuSO4. In the first stage after the apoplast blockage, the water transport along the cell-to-cell pathway and the diffusional water permeability of root cells was decreased 2.5 times. Using inhibitory analysis and gene expression analysis, it was shown that root aquaporins are involved in the decrease in cell-to-cell water transport in response to apoplast blockage. After an initial decrease, the cell-to-cell water transport was restored to initial values. At the same time, there was a partial compensation of the transpiration loss caused by the apoplast blockage. It is assumed that the apoplastic water flow in plant roots can modulate the cell-to-cell water transport and functional activity of aquaporins. Full article
(This article belongs to the Special Issue Membrane Dynamics and the Role of Aquaporins in Plant Cells)
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23 pages, 2792 KiB  
Article
Predictive Modeling for Sustainable Tire Retreading and Resource Optimization in Public Transport System
by Arun Navin Joseph, Nedunchezhian Natarajan, Murugesan Ramasamy and Pachaivannan Partheeban
Sustainability 2025, 17(12), 5480; https://doi.org/10.3390/su17125480 (registering DOI) - 13 Jun 2025
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Abstract
Retreading is a cornerstone in the remanufacturing process of tires, facilitating the extraction of maximum kilometers (Km) from a tire carcass. Tire remanufacturing plays a crucial role in conserving raw materials, reducing environmental impacts, and lowering the overall operating costs. This study employs [...] Read more.
Retreading is a cornerstone in the remanufacturing process of tires, facilitating the extraction of maximum kilometers (Km) from a tire carcass. Tire remanufacturing plays a crucial role in conserving raw materials, reducing environmental impacts, and lowering the overall operating costs. This study employs predictive modeling techniques to forecast tire performance and optimize resource allocation, departing from traditional approaches, for a bus transport system in India. Machine learning models, including linear regression, ensemble boosted trees, and neural network models, were used. Two scenarios were devised: Scenario I addressed premature failures and optimizing performance to reduce tire procurement and Scenario II used targeted interventions, such as eliminating new tire condemnations and optimizing retread (RT) strategies, and could potentially salvage 169 tires from premature retirement. The results achieved R2 values of 0.44, 0.51, and 0.45 and improved values for the test datasets of 0.46, 0.52 and 0.44. By leveraging these models, decision-makers can substantially improve tire mileage, reduce premature condemnations, increase tire production, and drive cost savings in fleet operations. Notably, this approach contributes to enhanced operational efficiency and promotes sustainability by cutting costs by 15–25%, improving tire mileage by 20–30%, and reducing environmental impacts by up to 25%. These results demonstrate the broader implications of predictive modelling as a decision-support tool, highlighting its capacity to drive economic and environmental benefits across industrial logistics and sustainable development. Full article
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30 pages, 886 KiB  
Article
Navigating Mobility in Crises: Public Transport Reliability and Sustainable Commuting Transitions in Lebanon
by Muhammad Azmat, Mahmoud Ghalayini and Reem Hadeed
Sustainability 2025, 17(12), 5482; https://doi.org/10.3390/su17125482 (registering DOI) - 13 Jun 2025
Viewed by 50
Abstract
Lebanon is grappling with a multifaceted transportation crisis driven by the high population density, limited public transit infrastructure, and overwhelming dependence on private vehicles. These longstanding issues have been exacerbated by compounding national shocks, including the October 2019 economic collapse, the COVID-19 pandemic, [...] Read more.
Lebanon is grappling with a multifaceted transportation crisis driven by the high population density, limited public transit infrastructure, and overwhelming dependence on private vehicles. These longstanding issues have been exacerbated by compounding national shocks, including the October 2019 economic collapse, the COVID-19 pandemic, and the catastrophic Beirut Port explosion in August 2020. This study investigates the implications of Lebanon’s unreliable public transportation system amid the ongoing economic instability. Using a structured Likert scale survey distributed among residents, this research analyses the key determinants influencing the modal shift from private to public transport. The results identify three dominant factors shaping this transition: the deteriorating economic conditions, the sociocultural attributes of commuters, and the perceived reliability and adequacy of public transport infrastructure. Notably, 15% of respondents cited transport reliability as the main factor influencing their commuting behaviour, while only 3% attributed their decisions solely to financial pressures. However, a majority acknowledged a confluence of both. The sharp escalation in fuel prices, triggered by the financial crisis, has amplified public interest in alternative transportation options. These findings underscore an urgent need to revamp and modernise Lebanon’s public transport system as a strategic response to mitigate congestion, enhance accessibility, and reduce economic burdens on citizens. Addressing the infrastructural gaps and improving service reliability are critical to fostering a sustainable and inclusive mobility ecosystem in the face of persistent national adversity. Full article
(This article belongs to the Section Sustainable Transportation)
16 pages, 713 KiB  
Article
Does Public Transport Planning Consider Mobility of Care? A Critical Policy Review of Toronto, Canada
by Rebecca Smith, Poorva Jain, Emily Grisé, Geneviève Boisjoly and Léa Ravensbergen
Sustainability 2025, 17(12), 5466; https://doi.org/10.3390/su17125466 - 13 Jun 2025
Viewed by 92
Abstract
The concept ‘mobility of care’ captures all the daily travel necessary for the upkeep of a household, including trips to grocery stores, health-related appointments, errands, and caring activities for dependents. Since it was originally coined in 2009, a handful of studies have shown [...] Read more.
The concept ‘mobility of care’ captures all the daily travel necessary for the upkeep of a household, including trips to grocery stores, health-related appointments, errands, and caring activities for dependents. Since it was originally coined in 2009, a handful of studies have shown how poorly mobility of care trips are captured in transportation surveys. These preliminary analyses also find that care trips comprise a substantial proportion of daily mobility. As women disproportionately engage in ‘mobility of care’ travel, the under-consideration of care trips is argued to result in a gender bias in transport planning. Despite this, transport policy related to mobility of care has received less attention. Given that transport policy shapes how transport systems operate, this paper explores the extent to which recent transport policies consider mobility of care. A critical policy review framework is used to systematically examine seven policy documents (435 pages) from the Toronto Transit Commission (TTC), the largest transit agency in Canada. Results indicate that mobility of care is rarely directly considered or significantly discussed. Instead, transport policy often uses the commute to work as the default trip. Mentions of care destinations and trip characteristics associated with mobility of care are more common in recent years and most frequently discussed in relation to the COVID-19 pandemic or specialized services for seniors and people with disabilities. Policies that likely facilitate mobility of care indirectly are also identified, including fare discounts, transfer windows, and accessibility policies. The review concludes with preliminary recommendations on how transit agencies can more directly plan for mobility of care. Full article
(This article belongs to the Special Issue Sustainable Transportation Planning: Gender, Mobility and Care)
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