Title :
Decision support system for peak load dispatching
Author :
Liu Jin ; Yu Jilai ; Liu Zhuo
Author_Institution :
Electr. Eng. Dept., Harbin Inst. of Technol., Harbin, China
Abstract :
According to the decision demands from peak load dispatching (PLD) in power system, we develop a decision support system (DSS) for PLD by means of computer technology. In the DSS, we design a platform of data warehouse after data pre-processing, and propose an integration support technique by applying pattern recognition, robust regression and optimal load dispatch approach on the platform. We develop a software system for the DSS to implement the entire peak load dispatch process, and achieve the above all functions automatically. The extracted useful information from large amounts of data may provide the accurate forecasting peak loads and the effective decision-making information of the peak period for the dispatchers and managers of power system. The validity of the designed system for PLD is shown by the simulation results to an actual power system in China.
Keywords :
data warehouses; decision support systems; demand side management; load dispatching; pattern recognition; power system management; regression analysis; PLD; computer technology; data preprocessing; data warehouse; decision demands; decision support system; optimal load dispatch; pattern recognition; peak load dispatching; power system; robust regression; Data mining; Data warehouses; Decision support systems; Load modeling; Meteorology; Power systems; Vectors;
Conference_Titel :
Methods and Models in Automation and Robotics (MMAR), 2013 18th International Conference on
Conference_Location :
Miedzyzdroje
Print_ISBN :
978-1-4673-5506-3
DOI :
10.1109/MMAR.2013.6669889