generation scheduling in large-scale power systems with wind farms using mica

نویسندگان

hossein nasiragdam

journal of artificial intelligence in electrical engineering nariman najafian

journal of artificial intelligence in electrical engineering

چکیده

the growth in demand for electric power and the rapid increase in fuel costs, in whole of theworld need to discover new energy resources for electricity production. among of the nonconventionalresources, wind and solar energy, is known as the most promising deviceselectricity production in the future. in this thesis, we study follows to long-term generationscheduling of power systems in the presence of wind units considering demand responseprograms for a power generation system with the conventional structure containing 10 units ofthermal power plants, 2 units of large-scale wind farms, with regard to demand responseprograms. in this study, the model of equation order 2, used to model the cost of thermal powerplants. due to the apparent wind farm modeling of wind speed in the months of the year has beenused the productivity of each month. for modeling the demand, response of the concept of virtualgeneration demand resources is used and production costs of the final objective function areapplied. all simulations, performed in matlab. the results showed that the cost of basic stateallocated more values by itself, by considering responding load would be happened the costreduction and the amount of this reduction changes with participation value and increasesamount of lower cost by increasing participation value.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Generation Scheduling in Large-Scale Power Systems with Wind Farms Using MICA

The growth in demand for electric power and the rapid increase in fuel costs, in whole of theworld need to discover new energy resources for electricity production. Among of the nonconventionalresources, wind and solar energy, is known as the most promising deviceselectricity production in the future. In this thesis, we study follows to long-term generationscheduling of power systems in the pre...

متن کامل

A solution to the generation scheduling problem in power systems with large-scale wind farms using MICA

This paper presents a novel solution, based on the Imperialistic Competition Algorithm (ICA), in order to determine the feasible optimal solution of the Generation Scheduling (GS) problem, in power systems with large scale wind farms. The reserve requirement, load balance and wind power availability constraints are considered in this work. In order to solve a highly constrained GS problem, a mo...

متن کامل

wind farm impact on generation adequacy in power systems

در سال های اخیر به دلیل افزایش دمای متوسط کره زمین، بشر به دنبال روش های جایگزین برای تامین توان الکتریکی مورد نیاز خود بوده و همچنین در اکثر نقاط جهان سوزاندن سوخت های فسیلی در نیروگاه های حرارتی به عنوان مهم ترین روش تولید توان الکتریکی مطرح بوده است. به دلیل توجه به مسایل زیست محیطی، استفاده از منابع انرژی تجدید پذیر در سال های اخیر شدت یافته است. نیروگاه های بادی به عنوان یک منبع تولید توان...

15 صفحه اول

Reliability Assessment of Power Generation Systems in Presence of Wind Farms Using Fuzzy Logic Method

A wind farm is a collection of wind turbines built in an area to provide electricity. Wind power is a renewable energy resource and an alternative to non-renewable fossil fuels. In this paper impact of wind farms in power system reliability is investigate and a new procedure for reliability assessment of wind farms in HL1 level is proposed. In proposed procedure, application of Fuzzy – Markov f...

متن کامل

reliability assessment of power generation systems in presence of wind farms using fuzzy logic method

a wind farm is a collection of wind turbines built in an area to provide electricity. wind power is a renewable energy resource and an alternative to non-renewable fossil fuels. in this paper impact of wind farms in power system reliability is investigate and a new procedure for reliability assessment of wind farms in hl1 level is proposed. in proposed procedure, application of fuzzy – markov f...

متن کامل

How Does Large-scale Wind Power Generation Affect Energy and Reserve Prices?

Intermittent nature of wind power faced ISO and power producers with new challenges. Wind power uncertainty has increased the required reserve capacity and deployment reserve. Consequently, large-scale wind power generation increases ISO costs and consequently reserve prices. On the other hand, since wind power producers are price taker, large-scale wind power generation decreases residual dema...

متن کامل

منابع من

با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید


عنوان ژورنال:
journal of artificial intelligence in electrical engineering

جلد ۴، شماره ۱۶، صفحات ۳۵-۴۴

میزبانی شده توسط پلتفرم ابری doprax.com

copyright © 2015-2023