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Wyświetlanie 1-3 z 3
Tytuł:
Model systemu zarządzania ruchem pojazdów w obszarze miejskim z wykorzystaniem sieci neuronowych
Model of an urban traffic management system utilising neural networks
Autorzy:
Pamuła, T.
Król, A.
Powiązania:
https://bibliotekanauki.pl/articles/196734.pdf
Data publikacji:
2010
Wydawca:
Politechnika Śląska. Wydawnictwo Politechniki Śląskiej
Tematy:
zarządzanie ruchem pojazdów
sieci neuronowe
miejski system sterowania ruchem
vehicle traffic management
neural networks
urban traffic systems
Opis:
Artykuł przedstawia przegląd zastosowań sieci neuronowych w systemach zarządzania ruchem miejskim oraz propozycję systemu zarządzania, wykorzystującego sieci neuronowe. Opisane zostały te cechy sieci neuronowej, które mogą być przydatne w rozwiązywaniu zadań optymalizacji, związanych z opracowywaniem optymalnych strategii sterowania w miejskich systemach sterowania ruchem (UTC systems). W zaproponowanym modelu sieci neuronowe zastosowano do predykcji natężenia ruchu, opierając się na danych historycznych.
The article reviews neural networks applications in urban traffic management systems and presents a new approach for utilizing NN for devising a management system. It describes neural networks features, which allow them to be used to solve optimisation tasks involved in designing road traffic control strategies in urban traffic systems (UTC systems). In the proposed approach a neural network model is used for the prediction of road traffic intensity based on historical data.
Źródło:
Zeszyty Naukowe. Transport / Politechnika Śląska; 2010, 67; 91-96
0209-3324
2450-1549
Pojawia się w:
Zeszyty Naukowe. Transport / Politechnika Śląska
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Work zone traffic management in rehabilitation of M-2
Autorzy:
Adeel, M.
Khurshid, M. B.
Shakir, M. K.
Powiązania:
https://bibliotekanauki.pl/articles/2140972.pdf
Data publikacji:
2018
Wydawca:
Fundacja Centrum Badań Socjologicznych
Tematy:
work zone traffic management
highway work zone layout
rehabilitation
travel time savings
crash cost savings
vehicle operating cost savings
Opis:
Pakistan has a population of over 199 million and total road network of approximately 264,400 kilometers that serve about 16.2 million vehicles of all types. According to WHO estimates, there were approximately 30,000 annual Road Crash Fatalities (RCF) in Pakistan in year 2010. Work zone crashes account for significant proportion of all traffic crashes in Pakistan due to higher crash rate as compared to other parts of the highway network. Highway work zone is referred to road area where highway construction, maintenance or activity related to utility maintenance takes place. Workers in highway work zone are exposed to a variety of hazards and face risk of injury and death from construction equipment as well as passing motor vehicles. Safety measures and better understanding of risks involved while moving through the work zone have significant effects on the overall safety climate at work zones. Mismanaged work zone traffic increases the travel time delays, safety issues, vehicle operating costs (VOC) and other associated costs. Performance measures for the work zone traffic management includes user costs (travel time delay, crash cost, VOC), incident response and clearance time, queue length and community complaint. Different work Zone Traffic Management methodologies are being practiced worldwide and extensive research has been carried out at international level on country specific highway work zone safety but in Pakistan very few studies have been carried out on highway work zones. This research aims to critically analyze the impacts of the different Work Zone Traffic Management methods and recommend the best option for Expressways/Motorways in Pakistan. For the purpose of research, the author has selected a section of Motorway (M-2). Two different work zone traffic management methods are being followed in rehabilitation of M-2 .i.e. Parallel/Adjacent Method and Median Cross-Over Method. Performance measures selected for purpose of analysis are Travel Time Delay, Crash Cost (Safety) and VOC and data collected on section of M-2. After critical analysis, it is concluded that Parallel / Adjacent Method results in lesser Travel Time delay and lesser VOC due to higher operating speeds and thus has higher savings, whereas Median Cross over Methods yield more Crash Cost savings. Keeping in view the driving habits / skills, poor maintenance of vehicles in Pakistan and risk of fatal accidents involved in parallel/adjacent method, median cross over method is preferred.
Źródło:
Journal of Sustainable Development of Transport and Logistics; 2018, 3, 3; 99-108
2520-2979
Pojawia się w:
Journal of Sustainable Development of Transport and Logistics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Striving for smart mobility in Morocco: a case of lanes designated to heavy goods vehicles in Casablanca
Autorzy:
Maaroufi, Mohammed Mouhcine
Stour, Laila
Agoumi, Ali
Powiązania:
https://bibliotekanauki.pl/articles/1818968.pdf
Data publikacji:
2021
Wydawca:
Politechnika Białostocka. Oficyna Wydawnicza Politechniki Białostockiej
Tematy:
sustainable mobility
smart mobility
intelligent transport systems
advanced traffic management
heavy goods vehicle
zrównoważona mobilność
inteligentna mobilność
inteligentne systemy transportowe
zaawansowane zarządzanie ruchem
samochód ciężarowy
Opis:
This article highlights the need to rethink how to manage mobility in Morocco more intelligently, given that it is a major pillar of economic competitiveness. Smart mobility based on Intelligent Transport Systems (ITS) allows to improve and ensure the optimal use of existing infrastructure before embarking on heavy and irreversible infrastructure projects. The case regarding the separation of the urban traffic and the Heavy Goods Vehicles (HGV) traffic circulating between Casablanca Port and Zenata Dry Port is a relevant example where smart mobility could provide efficient solutions without building costly tunnels. A dynamic simulation was made using the Aimsun software to quantify the relevance of the proposed lane designated to HGV in the existing road. This simulation allows to visualise congestion sections and quantify the circulation of vehicles and pedestrians. The article presents defined functions and characteristics of the Advanced Traffic Management (ATM) to ensure the optimal operation and efficient setting of the simulation. All appliances, hardware, and sensors that will be set up on-site will help to improve traffic safety, traffic flow, traffic information, and reduce congestion and pollution. This case study illustrates the complexity of managing the flow of goods in cities and suggests how to solve this type of problems using smart mobility. This research proposes reserving a special lane for HGV. ITS will help this cost-optimal alternative, will promote the urban framework of the coastal road, and contribute to sustainable mobility in Casablanca.
Źródło:
Engineering Management in Production and Services; 2021, 13, 1; 74--88
2543-6597
2543-912X
Pojawia się w:
Engineering Management in Production and Services
Dostawca treści:
Biblioteka Nauki
Artykuł
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