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Evaluation of A Hybrid CNN-TCN-LSTM Model for Traffic Flow Prediction

کلیدواژه: Traffic Speed Prediction, Machine learning, Inductive Loop Detector, Combined Model Convolutional Neural Network

نویسندگان: Hosseinali Farhad, Shirmohammadi Zahra, Ahangar Kiasari Mohammad, Yousefi Abolfazl, Farmani Mojtaba

ناشر: EARTH OBSERVATION AND GEOMATICS ENGINEERING - EARTH OBSERVATION AND GEOMATICS ENGINEERING

Accurate prediction of road traffic speed has a crucial impact in estimating traffic condition and plays a role in optimizing transportation and traffic system’s function. However, the nonlinear nature of traffic systems and the complexity of uncertainty introduce challenges for speed variables. The... ادامه

سال:2023

لینک به محتوا با زبان هدف

نوع سند: Article

7 دانلود

20 بازدید

مشاهده/دانلود

Evaluating Hybrid Models and Google Earth Engine for Predicting Climate Change Impacts on Runoff in the Kasilian Catchment, Northern Iran

کلیدواژه: remote sensing, hybrid models, Google Earth Engine (GEE), Erosion, sediment yield

نویسندگان: Hajian Farhad, Yousefi Elham, Monshizadeh Naeen Hossein

ناشر: پژوهش های خشکسالی و تغییر اقلیم - Journal of Drought and Climate Change Research

This study investigates the impact of climate change on annual rainfall and runoff of Kasilian catchment through two distinct approaches. Firstly, it utilizes hybrid models by integrating the Hydrologic Engineering Center's Hydrologic Modeling System (HEC-HMS) with Artificial Neural Networks (ANN), ... ادامه

سال:2024

لینک به محتوا با زبان هدف

نوع سند: Article

41 دانلود

63 بازدید

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Development of Electromagnetic Flowmeters Model using a Hybrid Approach Based on Numerical Simulation Results and Data Estimation Method

کلیدواژه: Electromagnetic flowmeter, Computational fluid dynamics, Magnetic induction intensity, Turbulent flow

نویسندگان: Yousefi Mohsen, Moayyedi Mohammad Kazem

ناشر: نشریه پژوهشی مهندسی مکانیک ایران (فارسی) - IRANIAN JOURNAL OF MECHANICAL ENGINEERING (ENGLISH)

Electromagnetic flowmeters are high-precision devices that can be used to measure fluid flow in engineering systems, including municipal water supply networks. In this research, electromagnetic flowmeter modeling has been used which is a hybrid model based on numerical simulation results of turbulen... ادامه

سال:2022

لینک به محتوا با زبان هدف

نوع سند: Article

72 دانلود

119 بازدید

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Improving the Energy Management of Parallel Hybrid Electric Vehicle by Dynamic Programming Using Electro-Thermal Model of Battery

کلیدواژه: Battery Temperature,Dynamic Programming,Energy Management,Hybrid Electric Vehicles,Thermal Management

نویسندگان: RAHMANI ZAHRA,

ناشر: کنترل - Journal of Control

In this paper, an offline energy management system (EMS) is proposed for parallel hybrid electric vehicles (HEVs). The proper energy management system is necessary for dividing torque between electrical motor and Internal Combustion Engine (ICE). The battery is a crucial component of hybrid electric... ادامه

سال:2020

لینک به محتوا با زبان هدف

نوع سند: Article

0 دانلود

103 بازدید

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Developing a Hybrid Resilience Model for Urban Water supply Networks Case Study: Babol City

کلیدواژه: Resilience assessment, Passive Defense, water distribution network, IRAM, ERASMUS

نویسندگان: Mohammadpour Zahra, Nekooie Mohammad Ali, Zakeri Khatir Hadi

ناشر: پدافند غیر عامل

Water supply networks are considered one of the most vital infrastructures of a country, as they fulfill the fundamental biological needs of humans, industries, and urban centers. Even a short-term disruption in their performance can lead to severe economic and social consequences due to their criti... ادامه

سال:2025

لینک به محتوا با زبان هدف

نوع سند: Article

30 دانلود

68 بازدید

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Concept Analysis of Health-related Hardiness in Older People with Multiple Diseases Using a Hybrid Model

کلیدواژه: health-related hardiness,aging,multiple diseases,hybrid model

نویسندگان: GHAFFARI FATEMEH, FOTOKIAN ZAHRA, Jannat Alipoor Zahra

ناشر: مجله دانشگاه علوم پزشکی مازندران - Journal of Mazandaran University of Medical Sciences

Background and purpose: Patients with hardiness personality could better control the psychological distress induced by multiple diseases. The present study aimed to clarify the concept of health related hardiness in older individuals with multiple diseases. Materials and methods: A hybrid method was... ادامه

سال:2020

لینک به محتوا با زبان هدف

نوع سند: Article

0 دانلود

100 بازدید

مشاهده/دانلود

Gone With the Wind: A Critique of Corporate Governance in the Social Security Organization and Civil Servants Pension Fund

کلیدواژه: Corporate Governance, pension funds, Stakeholders, Board of Directors, Transparency, Accountability, responsibility

نویسندگان: Ghasemi Mojtaba, Johari Hassan

ناشر: پژوهش حقوق عمومی - Public Law Research

Introduction Pension funds play a crucial role in Iran by providing retirement provisions through paying pension benefits to retirees and their eligible survivors. However, the pension funds currently experience a critical situation due to a significant disparity ... ادامه

سال:2024

لینک به محتوا با زبان هدف

نوع سند: Article

29 دانلود

66 بازدید

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Examining the Role and Status of the Basis of Inferencing Islamic Law in the Judgements of the General Body of the Administrative Justice

کلیدواژه: Administrative Justice,provision,principles of Islamic jurisprudence,reasons of annulment,judicial control

نویسندگان: Hosseini Almousavi Seyed Mojtaba

ناشر: حقوق اداری - Administrative Law

The judicial control of the Administrative Justice is realized by conforming the provision with the law. The correct interpretation of the law requires a coherent intellectual-scientific system that negates the possibility of any misapprehension. The general body of the Administrative Justice influe... ادامه

سال:2023

لینک به محتوا با زبان هدف

نوع سند: Article

84 دانلود

124 بازدید

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A Model for Innovative claimate in Islamic Azad University Based on Organizational Learning, Organizational Justice and Ethical Leadership

کلیدواژه: innovative climate,organizational learning.Organizational justice,ethical ledearship

نویسندگان: SAMADIAN ABOLFAZL, NAZEM FATTAH, Saber Grekani Afsaneh

ناشر: مدیریت بر آموزش سازمان ها - MANAGING EDUCATION IN ORGANIZATION

The purpose of this study was to present a model for innovative climate in Islamic Azad University Based on Organizational Learning, Organizational Justice and Ethical Leadership. The research method is descriptive-survey with emphasis on structural equation modeling and the statistical population o... ادامه

سال:2020

لینک به محتوا با زبان هدف

نوع سند: Article

0 دانلود

123 بازدید

مشاهده/دانلود

Modeling Lean Manufacturing Strategies in the Supply Chain of Natural Stone Industry: A Hybrid Simulation and Multi-Criteria Decision-Making Approach

کلیدواژه: Best-Worst Method, Discrete event simulation, lean manufacturing strategies, Multi-Criteria Decision Making, Vikor

نویسندگان: Mirzaaliyan Maede, Hajian Heidary Mojtaba

ناشر: مدیریت صنعتی - Industrial Management Journal

Objective: Reducing waste and improving productivity are crucial challenges in today’s competitive manufacturing landscape. Lean production tackles these issues by eliminating activities that do not add value, cutting costs, and enhancing quality. However, the success of lean implem... ادامه

سال:2025

لینک به محتوا با زبان هدف

نوع سند: Article

9 دانلود

21 بازدید

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