A Multiobjective Interval Programming Model for Wind-Hydrothermal Power System Dispatching Using 2-Step Optimization Algorithm

Wind-hydrothermal power system dispatching has received intensive attention in recent years because it can help develop various reasonable plans to schedule the power generation efficiency. But future data such as wind power output and power load would not be accurately predicted and the nonlinear n...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:TheScientificWorld Ročník 2014; číslo 2014; s. 1 - 9
Hlavní autoři: Ren, Kun, Qu, Jihong
Médium: Journal Article
Jazyk:angličtina
Vydáno: Cairo, Egypt Hindawi Publishing Corporation 01.01.2014
John Wiley & Sons, Inc
Wiley
Témata:
Algorithms
Buildings and facilities
Energy-Generating Resources
Fuel cells
Heuristic
Hydroelectric power plants
Linear programming
Mathematical optimization
Methods
Models, Theoretical
Power plants
Probability distribution
Production scheduling
Random variables
Runoff
Studies
Wind
Wind power
ISSN:2356-6140, 1537-744X, 1537-744X
On-line přístup:Získat plný text
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Popis
Shrnutí:Wind-hydrothermal power system dispatching has received intensive attention in recent years because it can help develop various reasonable plans to schedule the power generation efficiency. But future data such as wind power output and power load would not be accurately predicted and the nonlinear nature involved in the complex multiobjective scheduling model; therefore, to achieve accurate solution to such complex problem is a very difficult task. This paper presents an interval programming model with 2-step optimization algorithm to solve multiobjective dispatching. Initially, we represented the future data into interval numbers and simplified the object function to a linear programming problem to search the feasible and preliminary solutions to construct the Pareto set. Then the simulated annealing method was used to search the optimal solution of initial model. Thorough experimental results suggest that the proposed method performed reasonably well in terms of both operating efficiency and precision.
Bibliografie:ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
Academic Editor: Hanfei Tuo
ISSN:2356-6140
1537-744X
1537-744X
DOI:10.1155/2014/825216