International Scientific Journals
of Scientific Technical Union of Mechanical Engineering "Industry 4.0"

  • Journals
  • Submission
  • Events
  • About us
  • Contact

Author: Angjelevska B.

  • TECHNOLOGIES

    TRAFFIC PRODUCTION MODEL USING MULTIPLE REGRESSION ANALYSIS AND RADIAL BASIS FUNCTION NEURAL NETWORK

    • Atanasova V.
    • Duraku R.
    • Angjelevska B.
    • Krstanoski N.
    Machines. Technologies. Materials., Vol. 11 (2017), Issue 12, pg(s) 591-594
    • Abstract
    • View Article
    •  Article PDF

    In order to establish this model, several independent variables of aggregate level and dependent variables have been taken into account for traffic production of a region for a period of 24 hours. The objective of this paper is to identify and estimate the main variables which are significant for development of a suitable model for forecasting the traffic production for Anamorava region. Establishment and assessment of a model will be done using techniques such as Multiple Regression Analysis (MRA) and Radial Basis Function Neural Network (RBFNN). The results gained according to these two techniques will be compared to find out differences. In this regard performance analysis through indicators R2, ME, RSME which are also used to show errors in forecasting. The results are in favour of RBFNN model because it performs better than MRA in forecasting traffic production.

  • TECHNOLOGIES

    CALCULATION OF TRANSPORT DEMAND BY APPLYING SOFTWARE PACKAGE PTV Vision VISUM

    • Atanasova V.
    • Angjelevska B.
    • Krstanoski N.
    • Cvetanovski I.
    Machines. Technologies. Materials., Vol. 11 (2017), Issue 3, pg(s) 134-136
    • Abstract
    • View Article
    •  Article PDF

    The contemporary lifestyle leads to rapid increase of number of motorized traffic participants thus, there is a need of traffic planning. The task of any modern traffic planning is creating such road network that will be reviewed, safe, with appropriate capacity, economical in terms of exploitation costs and cost for building, also designed to be compatible with structure of the city. In the field of traffic engineering exist a wide range of software packages for different purposes, with different performance and quality. One of them is world leading software package for traffic analyzes and forecast of transport demand, PTV Vision VISUM.

    In this paper will be represented the steps of the methodology for calculation of transport demand, starting from setting the background, drawing the traffic network until the forecast using an appropriate software package PTV Vision – VISUM in which the base is standard four step transport demand model.

Congresses and conferences

  • VII International Scientific Conference
    "High Technologies. Business. Society"
    07.-10.03.2022 - Borovets, Bulgaria
  • XV International Conference for Young Researchers
    "Technical Sciences. Industrial Management"
    09.-12.03.2022 - Borovets, Bulgaria
  • XIX International Congress
    "Machinеs. Technolоgies. Materials"
    winter session
    09.-12.03.2022 - Borovets, Bulgaria
  • XXVIII International Scientific Technical Conference
    "Foundry"
    06.-08.04.2022 - Pleven, Bulgaria
  • X International Scientific Conference
    "Engineering. Technologies. Education. Safety"
    06.-09.06.2022 - Borovets, Bulgaria
  • XXX International Scientific Conference
    "trans&MOTAUTO"
    20.-23.06.2022 - Burgas, Bulgaria
  • VIII International Scientific Congress
    "Innovations"
    20.-23.06.2022 - Varna, Bulgaria
  • X International Scientific Congress
    "Agricultural Machinery"
    21.-25.06.2022 - Burgas, Bulgaria
  • VII International Scientific Conference
    "Industry 4.0"
    summer session
    22.-25.06.2022 - Varna, Bulgaria
  • VII International Scientific Conference
    "Conserving Soils and Water"
    24.-27.08.2022 - Borovets, Bulgaria
  • VIII International Scientific Conference
    "Materials Science. Non-Equilibrium Phase Transformations"
    05.-08.09.2022 - Varna, Bulgaria
  • XVII International Congress
    "Machines. Technologies. Materials"
    summer session
    07.-10.09.2022 - Varna, Bulgaria
  • VI International Scientific Conference on Security
    "Confsec"
    05.-08.12.2022 - Borovets, Bulgaria
  • VII International Scientific Conference
    "Industry 4.0"
    winter session
    07.-10.12.2022 - Borovets, Bulgaria
  • VI International Scientific Conference
    "Mathematical Modeling"
    07.-10.12.2022 - Borovets, Bulgaria

Scientific Technical Union of Mechanical Engineering "Industry-4.0"

108, Rakovski Str., 1000 Sofia, Bulgaria
tel. (+359 2) 987 72 90, tel./fax (+359 2) 986 22 40,
office@stumejournals.com