Coal blending optimization of coal preparation production process based on improved GA

被引:31
|
作者
Guo Xi-jin [1 ]
Chen Ming [1 ]
Wu Jia-wei [1 ]
机构
[1] China Univ Min & Technol, Sch Informat & Elect Engn, Xuzhou 221116, Peoples R China
关键词
ASAGA; coal preparation production process; coal blending optimization;
D O I
10.1016/j.proeps.2009.09.103
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Coal blending optimization of coal preparation production process is one of the most important segments in the schedule of coal preparation production, and the last link of product quality control in coal preparation plant. It can increase the diversity of prepared coal, quality stability and flexibility of production. In the work, a model of coal blending schedule was given with the objective of economic benefits. Relations of optimization parameters were obtained by process analysis, and their model are non-linear. Using adaptive simulated annealing genetic algorithm (ASAGA), coal blending parameters were optimized. Simulation shows that GSAA can obtain better optimization effects and the optimal parameters have instructive significance on production schedule.
引用
收藏
页码:654 / 660
页数:7
相关论文
共 50 条
  • [21] A Coal Blending Optimization Model for Minimizing the Cost of Coal-Fired Power Enterprises
    Yao, Li
    Zhang, Zhi
    Guan, Li
    Fang, Le
    2023 5TH ASIA ENERGY AND ELECTRICAL ENGINEERING SYMPOSIUM, AEEES, 2023, : 1412 - 1417
  • [22] New hybrid optimization model for power coal blending
    Liao, YF
    Wu, CH
    Ma, XQ
    PROCEEDINGS OF 2005 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-9, 2005, : 4023 - 4027
  • [23] COAL PREPARATION SYSTEM OPTIMIZATION FOR PREPARING QUALITY COMPLIANCE COAL
    SINHA, AK
    MINING ENGINEERING, 1984, 36 (01) : 22 - 22
  • [24] Expert control based on neural networks and mathematical models for the coal blending process
    Wu, Min
    Shen, Deyao
    Kongzhi Lilun Yu Yinyong/Control Theory and Applications, 2000, 17 (06): : 868 - 872
  • [25] COAL HYDROGENATION CHARS AS BLENDING AGENTS FOR COKE PRODUCTION
    WOOD, RE
    BODILY, DM
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 1979, (APR): : 87 - 87
  • [26] STUDY AND APPLICATION OF TWO-LEVEL OPTIMIZATION OF COAL BLENDING FOR POWER PLANT BASED ON ON-LINE COAL IDENTIFICATION
    Xia, Ji
    Peng, Peng
    Zhang, Cheng
    Yang, Tao
    Chen, Gang
    PROCEEDINGS OF THE ASME POWER CONFERENCE - 2011, VOL 1, 2012, : 221 - +
  • [27] Optimization of Coal Production Based on the Modeling of the Jig Operation
    Surowiak, Agnieszka
    Niedoba, Tomasz
    Wahman, Mustapha
    Hassanzadeh, Ahmad
    ENERGIES, 2023, 16 (04)
  • [28] Optimization of coal blending operations under uncertainty - robust optimization approach
    Amini, Seyed Hassan
    Vass, Christopher
    Shahabi, Mehrdad
    Noble, Aaron
    INTERNATIONAL JOURNAL OF COAL PREPARATION AND UTILIZATION, 2022, 42 (01) : 30 - 50
  • [29] A Multi-objective Simulated Annealing Algorithmbased Coal Blending Optimization Approach in Coking Process
    Zi, Jinkai
    Jin, Feng
    Zhao, Jun
    Wang, Wei
    Liu, Quanli
    2020 IEEE INTL CONF ON DEPENDABLE, AUTONOMIC AND SECURE COMPUTING, INTL CONF ON PERVASIVE INTELLIGENCE AND COMPUTING, INTL CONF ON CLOUD AND BIG DATA COMPUTING, INTL CONF ON CYBER SCIENCE AND TECHNOLOGY CONGRESS (DASC/PICOM/CBDCOM/CYBERSCITECH), 2020, : 103 - 109
  • [30] Interaction of blended-coal combustion process:influence of coal blending methods on combustion characteristics
    Ma L.
    Wang T.-W.
    Fang Q.-Y.
    Tan P.
    Zhang C.
    Chen G.
    Fang, Qing-Yan (qyfang@hust.edu.cn), 1600, China Coal Society (41): : 2340 - 2346