Assessment of Electricity Demand in Iran's Industrial Sector Using Different Intelligent Optimization Techniques
نویسندگان
چکیده
ASSESSMENT OF ELECTRICITY DEMAND IN IRAN'S INDUSTRIAL SECTOR USING DIFFERENT INTELLIGENT OPTIMIZATION TECHNIQUES M. A. Behrang a , E. Assareh a , M. R. Assari b & A. Ghanbarzadeh c a Department of Mechanical Engineering, Islamic Azad University, Dezful Branch, Iran b Department of Mechanical Engineering, Engineering Faculty, Jundi Shapour University, Dezful, Iran c Department of Mechanical Engineering, Engineering Faculty, Shahid Chamran University, Ahvaz, Iran
منابع مشابه
Estimation of Electricity Demand in Residential Sector Using Genetic Algorithm Approach
This paper aimed at estimation of the per capita consumption of electricity in residential sector based on economic indicators in Iran. The Genetic Algorithm Electricity Demand Model (GAEDM) was developed based on the past data using the genetic algorithm approach (GAA). The economic indicators used during the model development include: gross domestic product (GDP) in terms of per capita and ...
متن کاملIran's Electrical Energy Demand Forecasting Using Meta-Heuristic Algorithms
This study aims to forecast Iran's electricity demand by using meta-heuristic algorithms, and based on economic and social indexes. To approach the goal, two strategies are considered. In the first strategy, genetic algorithm (GA), particle swarm optimization (PSO), and imperialist competitive algorithm (ICA) are used to determine equations of electricity demand based on economic and social ind...
متن کاملشبیهسازی تقاضای برق صنایع ایران با استفاده از سیستم داینامیک
Nowadays, electricity is one of the most significant infrastructures required for economic development of countries. Hence, predicting electricity demand is very important especially in industry as a major electricity-consuming sector. The majority of studies under the subject of electricity demand have been performed by econometrics and it is not possible to investigate the effect of different...
متن کاملبررسی ارتباط مصرف برق با ادوار تجاری در ایران با تأکید بر بخش صنعت
The purpose of this study is to evaluate electricity consumption over the business cycles of industrial production of Iran from1967 to 2013. In this paper, the existence of co-integration between electricity consumption and industrial production is checked using ARDL approach; furthermore, causal relationship between electricity consumption and industrial production is investigated. The finding...
متن کاملمدلسازی تقاضای برق در بخش صنعت ایران: رویکرد مدل سری زمانی ساختاری
This paper tries to model the electricity demand in Iran’s industrial sector which captures economic factors and also non-economic exogenous factors. The structural time series model (STSM) approach is employed which allows using economic theory and time series flexibility. In this approach the role of UEDT (Underlying Energy Demand Trend) including technological improvement and structural chan...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Applied Artificial Intelligence
دوره 25 شماره
صفحات -
تاریخ انتشار 2011