A Novel Social-environmental-economic Dispatch Model for Thermal/wind Power Generation and Application

نویسندگان

  • Dongxiao Niu
  • Yanan Wei
  • Y. WEI
چکیده

A novel model including social, environmental and economic benefits is proposed in hybrid thermal/wind power system and studied by Karush-Kuhn-Tucker and hybrid particle swarm optimization techniques. Our work is the first to develop social dispatch model by calculating risk caused by wind power. Then the novel multi-objective optimization model of social-environment-economic dispatch is established. Karush-KuhnTucker method is used to convert multi-objective model into single-objective one. Particle swarm algorithm and multiplier method are combined to solve constraint optimization problem. So an improved Karush-Kuhn-Tucker and hybrid particle swarm optimization algorithm is proposed. Several scenarios are discussed to evaluate the simulation of three optimization models respectively considering economic dispatch, environmental-economic dispatch, and social-environmental-economic dispatch. The experimental studies show that the proposed algorithm is more accurate with less computational time than commonly used optimization methods. The actual implementation results demonstrate that the model and algorithm are effective and practical to improve the security of power system and reduce power operation costs, energy consumption and emissions.

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

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Optimal Scheduling of Coordinated Wind-Pumped Storage-Thermal System Considering Environmental Emission Based on GA Based Heuristic Optimization Algorithm

The integration of renewable wind and pumped storage with thermal power generation allows for dispatch of wind energy by generation companies (GENCOs) interested in participation in energy and ancillary services markets. However, to realize the maximum economic profit, optimal coordination and accounting for reduction in cost for environmental emission is necessary. The goal of this study is to...

متن کامل

A Multi-Objective Economic Load Dispatch Considering Accessibility of Wind Power with Here-And-Now Approach

The major problem of wind turbines is the great variability of wind power production. The dynamic change of the wind speed returns the quantity of the power injected to networks. Therefore, wind–thermal generation scheduling problem plays a key role to implement clean power producers in a competitive environment. In deregulated power systems, the scheduling problem has various objectives than i...

متن کامل

Risk Analysis and Economic Load Dispatch Evaluation of Network with High Wind Power Penetration

This study based on investigation for integration wind power into conventional power system with its impact on fossil fuel generators and their generation management. Wind power as environmental friendly energy source can reduce the operational cost of the system due to considering no cost for energizing the generator in comparing with fossil fuel generators. However due to unpredictable nature...

متن کامل

Day-ahead economic dispatch of coupled desalinated water and power grids with participation of compressed air energy storages

Nowadays, water and electricity are closely interdependent essential sources in human life that affect socio-economic growth and prosperity. In other words, electricity is a fundamental source to supply a seawater desalination process, while fresh water is used for cooling this power plant. Therefore, mutual vulnerability of water treatment and power generation systems is growing because of inc...

متن کامل

System-wide emissions implications of increased wind power penetration.

This paper discusses the environmental effects of incorporating wind energy into the electric power system. We present a detailed emissions analysis based on comprehensive modeling of power system operations with unit commitment and economic dispatch for different wind penetration levels. First, by minimizing cost, the unit commitment model decides which thermal power plants will be utilized ba...

متن کامل

ذخیره 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 نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2013