Page 203 - 《水资源与水工程学报》2024年第5期
P. 203

! 5#          bcd, J: 4efghfgA^ijk`al*+m:no                                                  1 9 9

                                            2
            æno*-, EoTì, '(:– R S 0.310 *E                     ‰hš*Q<k·§Ù$õ;㜝。óÏ8ó–
                               2
            ß 0.830, |§:– R S 0.503 *Eß 0.721; '(              %Ðh'D¹N–É'(·§ì<Öàà, t)Q
            :– MRES 1.381 âtß 0.084, |§:– MRES                 WÀ$-– TPI •48P(æ。o‡, †ª¼½‹
            3.107 âtß 0.096; '(:– R′ S 0.659*Eß                қ, ·§8ó–é·§Ó¹öa!«/ߗH¨
            0.894, |§:– R′ S 0.809 *Eß 0.900。                  –O¬, ÙqŽÐh'D¹N8Prh–no*E
                 ˆ֪, /Ÿ*5– TBM¹³·§8ó–W                       E<*Ô。

                                       m 4 uv 1 |uv 2 ;ñ TPI »Œ­®wóôîTt
                ¹N        ¹³·§               ìã             ·§ì             R 2         MRE          R′

                           '(:          66+097~61+858        1317         0.830        0.084        0.894
                ¹N 1
                           |§:          61+858~60+799         370         0.721        0.096        0.900
                           '(:          66+097~61+858        1507         0.310        1.381        0.659
                ¹N 2
                           |§:          61+858~60+799         406         0.503        3.107        0.809

                                                                  ª·2022[J]. !">7'’,2022,35(4):140.
            4 ] \
                                                               [3]GONGQiuming,LIUQuansheng,ZHANGQianbing.Tun
                                                                  nelboringmachines (TBMs)indifficultgrounds[J].Tun
                 yŽ+ÿmà4Ìt™¬r1– TBM¹³·
                                                                  nellingandUndergroundSpaceTechnology,2016,57:13.
            §‹–¤8ó–o„–0F°c, /Ÿ(»ú6&
                                                               [4]HOUShaokang,LIUYaoru,YANGQiang.Realtimepre
            7`aaX[^Õ TBM¹³·§–+îq¢, *5
                                                                  dictionofrockmassclassificationbasedonTBM operation
            À:€– TBM¹³·§8ó–W‰, ð9Ý"¹³
                                                                  bigdataandstackingtechniqueofensemblelearning [J].
            £*Q、 ˜y¹³£¾:¤¹³,·â; 3 #öa。                            JournalofRockMechanicsandGeotechnicalEngineering,
            n%, «¬ü×8P*Qhp$1 LSTM'‰•¨                             2022,14(1):123143.
            À TPI 8P¹N, |§ÀÖ*·§8ó–W‰–<                         [5]/0§, Á 1. T`5hü|–è2`a[J]. è2`a
            kr。W5–&¨¼—¾ªÕ。                                       '’,2019,52(5):111.
                 ( 1) *5À™¬r$1–Ý"¹³£*Q4                        [6]¸·%, Ûµ¶, ð"3, L. (» GRU'‰–‹Œ¹³
                                                                  ,·8P: “€A6 19 ã®Y£[J]. aP&'……
            Ì, œVÀ(»H&æŠ9‰–¹³£˜y¾:W
                                                                  ’,2023,40(1):123131.
            ²。Âü, •¨À(»IqJKLMh–¹³,·
                                                               [7]45ñ, ² 6, «77, L. (»8¹d¯Ñ83– TBM
            LMâ;W‰, vö8V¡––LMhê·¤èé
                                                                  ¹³,·8P¹N0F[J]. ^_•8( !¹Ÿ),2023,
            Yt, {°À¹³,·–LMâ;。
                                                                  43(4):583591.
                 ( 2) ·§8ó–ÿ%¹³rh,·¤ T-p º
                                                               [8]¼9˜, ¼1›, : ;, L. (»·§§Ï–‹Œ/&g
            ¡ŽæÆÈýþ–Žz¼½Ò›, ˆö8ó–%, ·                             d¯Ño„89¤Ÿ¬[J]. ^_•8( !¹Ÿ),2023,
            §–cwaæIvàÈ, ¹³,·!–€ò¸( Õ                              43(3):478485.
            ôḤôI¸) W“*ó, ·§JìIYC。                           [9]FREITAGS,CAOBT,NINI J,etal.Recurrentneural
                 ( 3) «¬ TPI 8P|§ÀÖ*5–·§8ó–                       networksandproperorthogonaldecompositionwithinterval
            W‰–<kr, ¼½nÌ, ·§ˆö8ó–%, |§                            dataforrealtimepredictionsofmechanisedtunnellingproces
                           2
            :–º¡Žæ R Z 0.503 *Eß 0.721; #—„·                      ses[J].ComputersandStructures,2018,207:258273.
                                                               [10]ALSAHLYA,HEGEMANNF,K?NIGM,etal.Integrated
            R′ Z 0.809*Eß 0.900; *}#ŽF+ MREZ
                                                                   BIMtoFEMapproachinmechanisedunnelling [J].Geome
            3.107 âß 0.096, ü×8P¹N–8PF+›n
                                                                   chanicsandTunnelling ,2020,13(2):212220.
            ât, 8P(æno*-。
                                                               [11]NINI J,BUIHG,MESCHKEG.BIMtoIGA:afully
                                                                   automaticdesignthroughanalysisworkflowforsegmented
            p¶RS:                                                  tunnellinings[J].AdvancedEngineeringInformatics,
            [1],A-. Ÿ"^_kA`a„ºz–BeŠe°[J].                         2020,46:101137.
                ^_•8,2017,37(2):123134.                       [12]CHENRenpeng,ZHANGPin,KANGXin,etal.Predic
            [2]《 !">7'’》 š.y. !"uv^_`a'™0FË                        tionofmaximumsurfacesettlementcausedbyearthpres
   198   199   200   201   202   203   204   205   206   207   208