1、?1.5 Mt/a?11.49 km?4?5.5 km?62.62 km?2?5?15?2.23 m?2?3?177.84 Mt?125.73Mt?1.5 Mt/a?59.8 a?330d?10?1.?2.?3.?4.?5.?-?6.?7.?8.?9.?10.?IGABP?An incorporate genetic algorithm based back propagation eural network model for coal and gas outburst intensity prediction?ABSTRACT This design includes of three p
2、arts:the general part,special subject part and translated part.The general part is a new design of Xuehu mine.Xuehu mine lines in North of Yongcheng in Henan province.The run of the minefield is 11.49 km,the width is about 4-5.5 km.The Second2 is the main coal seam,and its dip angle is 5 to 15 degre
3、e.The thickness of the mine is about 2.23 m in all.hardness is 2 3,The normal flow of the mine is big,The coal seam have the danger of explosion,but do not burn by itself.Mine is managed as the coal and gas outburst mine.The proved reserves of the minefield are 177.84 million tons.The recoverable re
4、serves are 125.73 million tons.The design of mine production capacity is 1.5 Mt/a,and the service life of the mine is 59.8 years.The mine farmland is a dual vertical shaft and two level development.transport roadway using a belt conveyor to transport coal,auxiliary transport tramcar transport,return
5、 air roadway for return air.Mine ventilation mode are the central parallel ventilation early,Two Wing Opposite Angle Type latter,and the central parallel diagonal ventilation for last.The working system“four-six”is used in the Xuehu mine.It produced 330d/a.Mining methods is the full-seam cutting,lon
6、gwall mining to the dip or to the rise.This design includes ten chapters:1.An outline of the mine field geology;2.Boundary and the reserves of mine;3.The service life and working system of mine;4.development engineering of coalfield;5.The layout of panels;6.The method used in coal mining;7.Transport
7、ation of the underground;8.The lifting of the mine;9.The ventilation and the safety operation of the mine;10.The basic economic and technical norms.Thematic part s topic is the prevention of coal and gas outburst and the Practices of Xuehu Mine.it introduced the general rules of measures of Xuexu Mi
8、ne.Translation part of main contentses is Waste-filling in fully-mechanized coal mining and its application,English topic is:An incorporate genetic algorithm based back propagation eural network model for coal and gas outburst intensity prediction?Keywords?Shaft;two levels;band;the full-seam cutting
9、.?.1 1?.1 1.1?.1 1.1.1?.1 1.1.2?.1 1.1.3?.1 1.1.4?.1 1.1.5?.2 1.1.6?.2 1.2?.3 1.2.1?.3 1.2.2?.3 1.2.3?.4 1.2.4?.7 1.3?.7 1.3.1?.7 1.3.2?.8 1.3.3?.8 1.3.4?.10 1.3.5?.10 1.3.6?.10 1.3.7?.10 2?.13 2.1?.13 2.2?.13 2.3?.13 2.4?.14 2.4.1?.14 2.4.2?.14 2.4.3?.14 2.4.4?.14 2.5?.15 2.5.1?.16 3?.18 3.1?.18 3.
10、2?.18 3.2.1?.18 3.2.2?.18 3.2.3?.19 3.2.4?.19 4?.20 4.1?.20 4.1.1?.20 4.1.2?.21 4.1.3?.21 4.1.4?.22 4.1.5?.22 4.1.6?.22 4.2?.22 4.3?.27 4.3.1?.27 4.3.2?.33 4.3.3?.33 5?.38 5.1?.38 5.1.1?.38 5.1.2?.38 5.1.3?.38 5.1.4?.38 5.1.5?.38 5.2?.38 5.2.1?.38 5.2.2?.39 5.2.3?.39 5.2.4?.41 5.2.5?.41 5.3?.42 6?.4
11、3 6.1?.43 6.1.1?.43 6.1.2?.43 6.1.3?.43 6.1.4?.44 6.1.5?.45 6.1.6?.47 6.1.7?.48 6.1.8?.49 6.2?.51 6.2.1?.51 6.2.2?.51 7?.54 7.1?.54 7.1.1?.54 7.1.2?.54 7.1.3?.54 7.1.4?.54 7.2?.55 7.2.1?.55 7.2.2?.56 7.3?.57 7.3.1?.57 7.3.2?.58 7.3.3?.58 8?.60 8.1?.60 8.2?.60 8.2.1?.60 8.2.2?.62 9?.64 9.1?.64 9.1.1?
12、.64 9.1.2?.64 9.1.3?.64 9.1.4?.64 9.1.5?.64 9.2?.64 9.2.1?.65 9.2.2?.65 9.2.3?.65 9.2.4?.66 9.2.5?.67 9.3?.67 9.3.1?.67 9.3.2?.71 9.4?.71 9.4.1?.72 9.4.2?.72 9.4.3?.72 9.4.4?.77 9.5?.77 9.5.1?.77 9.5.2?.79 9.6?.81 9.6.1?.81 9.6.2?.81 9.6.3?.81 10?.83?.84?.86?.86 1?.86 2?.86 2.1?.86 2.2?.86 2.3?.86 3
13、?.87 3.1?.87 3.2?.87 3.2.1?.87 3.2.2?.88 3.2.3?.88 3.2.4?.88 3.2.5?.88 3.2.6?.88 4?.89 5?.89 5.1?.89 5.2?.90 5.3?.90 6?2303?.90 6.1?.90 6.2?.91 6.3?.91 6.4?.92 6.5?.92 7?.93 7.1?.93 7.1.1?.93 7.1.2?.94 7.1.3?.96 7.1.4?.97 7.2?.97 7.2.1?.97 7.2.2?.97 7.2.3?.99 7.2.4?.100 7.2.5?.100 7.2.6?.101 7.2.7?.
14、101?.101?.104?.104 An incorporate genetic algorithm based back propagation eural network model for coal and gas outburst intensity prediction.104 1 Introduction.105 2 Genetic algorithm improvement.105 2.1 Basic idea and strategy.105 2.2 Self-adapted crossover rate.106 2.3 Self-adapted mutation rate.
15、106 2.4 Heuristic stop conditions.106 3 IGABP model for predicting coal and gas outburst intensity.107 4 Case st.108 4.1 Predicting model building and its application.108 4.2 Model performance analysis.109 4.3 An analysis of the experimental results.111 5 Conclusions.111 6 Acknowledgements.112 Refer
16、ences.112?.114?IGABP?.114 1?.115 2?.115 2.1?.115 2.2?.115 2.3?.116 2.4?.116 3?.116 4?.117 4.1?.117 4.2?.118?.120 5?.120 6?.121?.121?.122?1.1?.2?1.2?.5?2.1?.13?2.2?.15?2.3?.17?4.1?.23?4.2?.23?4.3?.24?4.4?.24?4.5?.28?4.6?.29?4.7?.30?4.8?.31?4.9?.32?4.10?.34?4.11?.35?4.12?.36?4.13?.37?5.1?.40?5.2?.40?6.1?.44?6.2?.52?6.3?.53?9.1?.73?9.2?.74?9.3?.75?9.4?.75?9.5?.80?6.1 2303?.91?6.2 2303?.91?6.3 2303?.92?6.4 2303?.93?7.1 2303?.101?1.1?2?.8?1.2?P?P?F?.11?1.3?.11?1.4?.12?2.1?.14?2.2?.15?2.3?.16?2.4?.17?
