Designing an Integrated Model of Mathematical Planning and IoT with Emphasis on Cost-Time-Routing Optimization of Intercity Transportation Systems

Journal of System Management

دوره 8، شماره 3 - شماره پیاپی 31، آذر 2022، صفحه 95-107   

نوع مقاله: Research Paper

شناسه دیجیتال (DOI): 10.30495/jsm.2022.1965042.1674

نویسندگان

Shahrzad Babaie¹؛ Mohammad Seyedhosseini^{* 2}؛ Mohammadreza Motadel³

¹Department of Industrial Management, Faculty of Management and Economics, Science and Research Branch, Islamic Azad University, Tehran, Iran.

²Iran university of science and technology

³Faculty of Management, Central Tehran Branch, Islamic Azad University

چکیده

The issue of transportation, which today as a socio-political phenomenon plays a very sensitive and important role in the quality and socio-economic structure of a society, forms the basis of modern urban life and the needs of human movement. In this research, our goal is to design a system dynamics model in the form of combined transport system to try to reduce costs, time and increase customer satisfaction by taking into account the uncertainty in the combined transport system, especially uncertainty in demand. Considering the productivity required by both of passengers and urban management, the importance of the issue and its impact on other sectors, as well as the lack of sufficient research in this field, in this study, the design of intra-city transportation system will be studied. The purpose of this planning is to determine the location of stations for public transportation as well as to determine the best route to reach the next station. Initially, the IoT system is used to collect and analyze historical data.
Then the effective parameters and input values of the mathematical programming model are determined. The implementation of the model determines the appropriate outcomes for the decision variables. In other words, this leads to determining the optimal stations and the appropriate route to transport passengers between stations so that travel time and cost are minimized. In addition to material profitability, this includes passenger satisfaction, increased willingness to use public transport, reduced traffic, and reduced environmental impact, increased reliability of public transport and more accurate forecast of vehicle arrival at the station.

کلیدواژه‌ها

Mathematical planning؛ IoT؛ Cost-time optimization؛ Intra-city transportation systems routing

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