Title :
On power plant load dispatching strategy prevents frequent mills operation
Author :
Qing, Li ; Jizhen, Liu ; Yuguang, Niu ; Jianlin, Wang ; Cheng, Tian
Author_Institution :
Sch. of Control & Comput. Eng., North China Electr. Power Univ., Beijing, China
Abstract :
There are some load areas of thermal power units, around which some coal mills need frequent starting and stopping. In this paper, those areas are considered as Prohibited Operating Zones (POZs), and a new strategy is proposed to solve this issue. PPLD with POZs can be treated as a special non-convex space optimization problem and new method is needed. An improved GA-TS algorithm is proposed intend to search optimal solution. There are three major improvements on the algorithm, including application of Elite Solution List (ESL), design of solution repair strategy, and stop criterion of Tabu Search. In final part of this paper, simulation on a thermal plant with 8 units show effectiveness of the proposed strategy and improved GA-TS algorithm.
Keywords :
coal; concave programming; genetic algorithms; load dispatching; milling; search problems; thermal power stations; GA-TS algorithm; coal mills; elite solution list; mills operation; nonconvex space optimization; power plant load dispatching; prohibited operating zones; solution repair strategy; tabu search; thermal power units; improved GA-TS algorithm; power plant load dispatching (PPLD); prohibited operating zones (POZs);
Conference_Titel :
Intelligent Control and Information Processing (ICICIP), 2011 2nd International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4577-0813-8
DOI :
10.1109/ICICIP.2011.6008349