Patent Publication Number: US-2013248055-A1

Title: Multi-Phase Steel, Cold-Rolled Flat Product Produced from Such a Multi-Phase Steel and Method for Producing It

Description:
The invention relates to a method for producing a cold flat product, to a multi-phase steel and to a cold-rolled flat product produced from such a multi-phase steel by cold rolling. The “flat products” according to the invention can be sheets, strips, blanks obtained from them or comparable products. When “cold flat products” are mentioned here, what is meant are flat products produced by cold rolling. 
     There is a requirement for materials, particularly in vehicle body construction, which, on the one hand, have high strengths and, on the other hand, are also deformable to such an extent that intricately shaped components can be formed from them by simple means. 
     A multi-phase steel, which should have a profile of properties which is balanced in this respect, is known from EP 1 367 143 A1. In addition to a comparatively high strength and good deformability, the known steel should also have particularly good weldability. 
     The known steel contains 0.03-0.25% wt. C for this purpose, through the presence of which, in combination with other alloying elements, tensile strengths of at least 700 MPa are to be reached. In addition, the strength of the known steel is to be supported by Mn in contents of 1.4-3.5% wt. Al is used as an oxidising agent when melting the known steel and can be present in the steel in contents of up to 0.1% wt. The known steel can also have up to 0.7% wt, Si, the presence of which enables the ferritic-martensitic structure of the steel to be stabilised. Cr is added to the known steel in contents of 0.05-1% wt., in order to reduce the effect of the heat introduced in the area of the weld seam by the welding process. For the same purpose, 0.005-0.1% wt. Nb are present in the known steel. Nb is additionally to have a positive effect on the deformability of the steel, since its presence brings with it a refinement of the ferrite grain. For the same purpose, 0.05-1% wt. Mo, 0.02-0.5% wt. V, 0.005-0-0-05% wt. Ti and 0.0002-0.002% wt. B can be added to the known steel. Mo and V contribute to the hardenability of the known steel, whilst Ti and B are additionally to have a positive effect on the strength of the steel. 
     Another steel sheet, which consists of a high-strength multi-phase steel and can be deformed well, is known from EP 1 589 126 B1. This known steel sheet contains 0.10-0.28% wt. C, 1.0-2.0% wt. Si, 1.0-3.0% wt. Mn, 0.03-0.10% wt. Nb, up to 0.5% wt. Al, up to 0.15% wt. P and up to 0.02% wt. S. Optionally, up to 1.0% wt. Mo, up to 0.5% wt. Ni, up to 0.5% wt. Cu, up to 0.003% wt. Ca, up to 0.003% wt. rare earth metals, up to 0.1% wt. Ti or up to 0.1% wt. V can be present in the steel sheet. The microstructure of the known steel sheet in relation to its overall structure has a residual austenite content of 5-20% and at least 50% bainitic ferrite. At the same time, the proportion of polygonal ferrite in the microstructure of the known steel sheet is to be at most 30%. By limiting the proportion of polygonal ferrite, bainite is to form the matrix phase in the known steel sheet and residual austenite portions are to be present which contribute to the balance of tensile strength and deformability. The presence of Nb is also to ensure that the residual austenite portion of the microstructure is fine-grained. In order to guarantee this effect, in the course of producing the steel sheet known from EP 1 589 126 B1 a particularly high initial temperature for hot rolling of 1250-1350° C. is chosen. In this temperature range, Nb goes fully into solid solution, so that when hot rolling the steel a large number of fine Nb carbides form, which are present in the polygonal ferrite or in the bainite. 
     EP 1 589 126 B1 goes on to say that although the high initial temperature for the hot rolling is the prerequisite for the fineness of the residual austenite, it does not on its own have the desired effect. Rather, for this purpose, final annealing at temperatures above the A c3  temperature, subsequent controlled cooling at a cooling rate of at least 10° C./s to a temperature in the range from 300-450° C., at which the bainite transformation takes place, and finally maintaining this temperature over a sufficiently long period of time are also required. 
     Against the background of the previously described prior art, the object of the invention was to specify a method for producing a cold flat product from a multi-phase steel having TRIP properties, which has a further increased strength with, at the same time, a high elongation at break. A multi-phase steel and a flat product having this combination of properties should also be created. 
     With respect to the method, the above specified object is achieved according to the invention by performing the production steps specified in Claim  1 . 
     With regard to the steel, the previously specified object is achieved according to the invention by a steel constituted according to Claim  8 . 
     Finally, with regard to the flat product, the above mentioned object is achieved by a cold flat product formed according to Claim  16 . 
    
    
     Advantageous embodiments of the invention are specified in the dependent claims and are explained in detail below together with the general concepts of the invention. 
     A multi-phase steel according to the invention contains (in % wt.) C: 0.14-0.25%, Mn: 1.7-2.5%, Si: 1.4-2.0%, Al: &lt;0.1%, Cr: &lt;0.1%, Mo: &lt;0.05%, Nb: 0.02-0.06%, S: up to 0.01%, P: up to 0.02%, N: up to 0.01% and optionally at least one element from the group “Ti, B, V”, according to the following stipulation: Ti: up to 0.1%, B: up to 0.002%, V: up to 0.15%, with the remainder iron and unavoidable impurities. 
     In the course of the method according to the invention, the steel according to the invention is melted and cast into a semi-finished product. This semi-finished product can be a slab or a thin slab. 
     The semi-finished product is then, as required, reheated to a temperature of 1100-1300° C., in order to obtain a microstructure of the base product which is uniformly heated through, Reheating temperatures of a maximum of 1250° C., in particular a maximum of 1220° C., lead to an improved surface of the product produced according to the invention, with optimised production costs. 
     Starting from the reheating temperature, the semi-finished product is subsequently hot rolled into a hot strip. The final temperature of the hot rolling is 820-950° C. according to the invention, in order to ensure a good initial state of the microstructure for cooling on the run-out rolling passed through following hot rolling. 
     The hot strip obtained is subsequently wound into a coil at a coiling temperature of 400-750° C., in particular 530-600° C., so that the cold rolling later carried out can be performed without great rolling forces and in order to prevent grain boundary oxidation. 
     After coiling, the hot strip is cold rolled into a cold flat product at cold rolling degrees of 30-80%, in particular 50-70%, in order to guarantee a sufficiently high driving force for the recrystallisation processes during subsequent annealing. Here, cold rolling degrees of 30-65%, in particular 50-65%, particularly reliably produce the desired result. 
     The cold flat product obtained is then subjected to a heat treatment which comprises continuously annealing and overageing the cold flat product. 
     The annealing temperature set during continuous annealing is according to the invention at least 20° C. higher than the A c1  temperature of the steel and must not exceed the A c3  temperature of the steel. 
     The A c3  temperature of the steel according to the invention can, according to Leslie, see W. C. Leslie “The Physical Metallurgy of Steel”, Mc Graw-Hill Book Company, 1981, p. 275, be calculated according to the following formula [4]: 
         A   c3 =910−203(% C)̂0.5−15.2(% Ni)+44.7(% Si)+104(% V)+31.5(% Mo)+13.1(% W)−30(% Mn)−11(% Cr)−20(% Cu)+700(% P)+400(% Al)+400(% Ti)  [4]
         with % C=C content, % Ni=Ni content, % Si=Si content, % V=V content, % Mo=Mo content, % W=W content, % Mn=Mn content, % Cr=Cr content, % Cu=Cu content, % P=P content, % Al=Al content and % Ti=Ti content of the steel.       

     The overageing temperature during the overageing treatment is typically set at 350-500° C., in particular 370-460° C., in order to cause the austenite to be further enriched with carbon. 
     The continuous annealing operation required by the invention, at an annealing temperature which at most reaches the A c3  temperature, ensures that the microstructure of the cold flat product produced according to the invention acquires comparably high martensite contents of 12-40% vol. and as a consequence thereof a high level of tensile strength R m  of at least 980 MPa. At the same time, the steel produced according to the invention has good formability which is demonstrated by an elongation at break A 80  in the transverse direction of at least 15%. The yield point R eL  of the steel according to the invention is consistently above 500 MPa. The multi-phase steel according to the invention thereby possesses TRIP properties. 
     The annealing time over which the cold flat product is annealed at the annealing temperature is typically at most 300 s, so that a sufficiently high proportion of austenite enriched with carbon can form in the two-phase region of the steel. 
     The duration of the overageing treatment carried out after annealing can be up to 800 s, in order to stabilise the residual austenite in an optimum manner. 
     In order to obtain a retransformation into ferrite and suppress the formation of perlite, the cold flat product can be rapidly cooled after annealing, starting from the annealing temperature corresponding at most to the A c3  temperature, to an intermediate temperature of 500° C. at a cooling rate of at least 5° C./s. 
     The cold flat product can be annealed in the course of a hot-dip coating operation, in which the cold flat product is provided with a metallic protective coating. 
     It is also possible to provide the cold strip produced according to the invention with a protective coating after the heat treatment by means of electrolytic coating or another deposition process. 
     Additionally or alternatively, it can also be advantageous to coat the cold flat product with an organic protective coating. 
     Optionally, the cold strip obtained can also be subjected to another subsequent rolling operation at degrees of deformation of up to 3.0%, in order to improve its dimensional stability, surface condition and mechanical properties. 
     The hot strip can be subjected to annealing before cold rolling, in order to improve the cold rollability of the hot strip. This can advantageously be carried out as batch annealing or continuous annealing. The annealing temperatures set during the annealing which prepares the cold rolling are typically 400-700° C. 
     Carbon increases the amount and the stability of the residual austenite in a steel according to the invention. In steel according to the invention, therefore, at least 0.14% wt. carbon is present, in order to stabilise the austenite to room temperature and prevent a complete transformation of the austenite formed during an annealing treatment into martensite, ferrite or bainite or bainitic ferrite. Over 0.25% wt. carbon contents, however, have a negative effect on the weldability. The positive effects of carbon can be particularly reliably utilised in steel according to the invention if C contents of 0.19-0.24% wt., in particular up to 0.23% wt., are present therein, wherein a minimum content of 0.21% wt. C is particularly advantageous. 
     Mn like C contributes to the strength and to increasing the amount and the stability of the residual austenite. However, Mn contents which are too high increase the risk of liquation development. Furthermore, they have a negative effect on the elongation at break, since the ferrite and bainite transformations are greatly retarded and as a result comparatively large amounts of martensite remain in the microstructure. The Mn content of a steel according to the invention is set at 1.7-2.5% wt. 
     Steel according to the invention contains 1.4-2.0% wt. Si. At contents of more than 1.4% wt., Si supports the stabilisation of the residual austenite and suppresses carbide formation in the bainite range during the overageing treatment carried out in the course of processing the steel according to the invention. The bainite transformation does not fully take place as a result of the presence of Si, so that only bainitic ferrite is formed and the carbide formation does not come about. In this way, the stability of residual austenite enriched with carbon aimed for according to the invention is obtained. Furthermore, Si contributes to increasing the strength by means of solid solution hardening. However, with contents of more than 2% wt., a deterioration in the surface quality and the risk of development of brittleness during hot rolling must be expected. 
     Al is used for removal of oxygen during the production of a steel according to the invention. A steel according to the invention therefore has Al contents of less than 0.1% wt. 
     Cr and Mo are not wanted in a steel according to the invention and are, therefore, only to be present in ineffective amounts, since they retard the bainitic transformation and hinder the stabilising of the residual austenite. Therefore, according to the invention, the Cr content is limited to less than 0.1% wt. and the Mo content of a steel according to the invention to less than 0.05% wt. 
     A steel according to the invention contains Nb in contents of 0.02-0.06% wt. and optionally one or more of the elements “Ti, V, B”, in order to increase the strength of the steel according to the invention. Nb, Ti and V form very fine precipitations with the C and N present in the steel according to the invention. These precipitations have a strength-increasing and yield-point-increasing effect through particle hardening and grain refinement. The grain refinement is also very advantageous for the forming properties of the steel. 
     Ti removes N by chemical combination even during solidification or at very high temperatures, so that possible negative effects of this element on the properties of the steel according to the invention are reduced to a minimum. In order to make use of this effect, in addition to the ever-present Nb up to 0.1% wt. Ti and up to 0.15% wt. V can be added to a steel according to the invention. 
     Exceeding the upper limits predetermined according to the invention of the contents of micro-alloying elements would result in retarding the recrystallisation during annealing, so that during real production this would either not be able to be achieved or would require an additional furnace output. 
     The positive effect of the presence of Ti in relation to the removal of the N contents by chemical combination can be particularly used in a targeted way if the Ti content “% Ti” of a multi-phase steel according to the invention fulfils the following condition [3]: 
       % Ti≧3.4×%  N,   [3]
 
     wherein “% N” denotes the respective N content of the multi-phase steel. 
     The positive effect of Ti in a steel according to the invention occurs in a particularly reliable manner if its Ti content is at least 0.01% wt. 
     By adding up to 0.002% wt. boron, ferrite formation can be retarded during cooling, so that a larger amount of austenite is present in the bainite range. The amount and the stability of the residual austenite can thereby be increased. Furthermore, instead of normal ferrite, bainitic ferrite is formed which contributes to increasing the yield point. 
     Practice-oriented variants of the steel according to the invention, which are particularly favourable with regard to the costs and the profile of properties of the steel according to the invention, result if the Ti content is limited to 0.02% wt. and B is present in contents of 0.0005-0.002% wt. or V is present in contents of 0.06-0.15% wt. 
     In the microstructure of a steel according to the invention, at least 10% vol. ferrite, in particular at least 12% vol. ferrite, and at least 6% vol. residual austenite and optionally 5-40% vol. bainite are present, in order on the one hand to ensure the sought after high strength and on the other hand to ensure good deformability of the steel. For this purpose, dependent on the amount of the remaining microstructure constituents, up to 90% vol. of the microstructure can consist of ferrite, wherein the residual austenite contents of the microstructure can be up to a maximum of 25% vol. Contents of at least 12% vol. martensite in the microstructure of the steel according to the invention contribute to its strength, wherein the martensite content should be limited to a maximum of 40% vol., in order to guarantee a sufficient ductility of the steel according to the invention. 
     Preferably, the residual austenite of a steel according to the invention is enriched with carbon in such a way that its C inRA  content calculated according to the formula [1] published in the article by A. Zarel Hanzaki et al. in ISIJ Int. Vol. 35, No. 3, 1995, pp. 324-331 is more than 0.6% wt. 
         C   inRA =( a   RA   −a   γ )/0.0044  [1]
     with a γ : 0.3578 nm (the lattice constant of the austenite);
       a RA : the respective lattice parameter of the residual austenite in nm measured on the finished cold strip after the final cooling.   
       

     The amount of carbon present in the residual austenite has a significant effect on the TRIP properties and the ductility of a steel according to the invention. Accordingly, it is advantageous if the C inRA  content is as high as possible. 
     With regard to the high stability of the residual austenite aimed for, it is furthermore advantageous if it has a grade G RA  of residual austenite (“residual austenite grade”) calculated according to formula [2] of more than 6. 
         G   RA =% RA× C   inRA   [2]
     with % RA: the residual austenite content of the multi-phase steel in % vol.;
       C inRA : the C content of the residual austenite calculated according to formula [1].   
       

     As proof of the properties of sheets constituted and produced according to the invention, the melts S1 to S7 according to the invention specified in Table 1 were melted and processed into cold flat products K1-K23. Additionally, the A c3  temperature calculated according to the above specified formula [4] and the A c1  temperature calculated according to the following formula [5], likewise according to the textbook by Leslie already mentioned above, are recorded in Table 1: 
         Ac 1=723−10.7(% Mn)−16.9(% Ni)+29.1(% Si)+16.9(% Cr)+290(% As)+6.38(% W)  [5]
         with % Mn=Mn content, % Ni=Ni content, % Si=Si content, % Cr=Cr content, % As=As content, % W=W content of the steel.       

     In the course of producing the&#39;cold flat products K1-K23 which are present here as cold strips or cold sheets, in each case one of the steel melts S1-S7 was cast into a slab. The reheated slab was subsequently hot rolled into a hot strip. The hot strip obtained was coiled and after coiling was cold rolled into a cold strip. 
     Each cold flat product is subjected to a heat treatment after cold rolling, which comprised annealing at an annealing temperature GT over an annealing time GZ, subsequent accelerated cooling with a cooling rate V to 500° C. and an overageing treatment at an overageing temperature UAT over an overageing time UAt. The different heat treatment variants applied are specified in Table 2. 
     For each of the cold flat products K1-K23, the steel composition and the parameters “reheating temperature Wat”, “hot rolling final temperature Wet”, “coiling temperature Ht” and “cold rolling degree KWg” set during its production are recorded in Table 3. Additionally, Table 3 specifies for each cold flat product K1-K23 which of the heat treatments listed in Table 2 was applied during its production. Finally, in Table 3 the tensile strength R m , the yield point R eL , the elongation at break A 80  in the transverse direction, the residual austenite content RA, the C content C inRA  of the residual austenite, the grade G RA  of the residual austenite and the martensite content M are specified for each of the cold flat products K1-K23 as well. 
     The tests prove that cold flat products K1-K20, which in each case have an optimum combination consisting of a tensile strength Rm of more than 980 MPa and an elongation at break A 80  in the transverse direction of more than 15%, can be reliably produced using the approach according to the invention. In contrast, the cold flat products K21, K22 and K23, in each case annealed at an annealing temperature GT above the A c3  temperature of the respective steel, do not reach this strength level. 
     
       
         
           
               
             
               
                 TABLE 1 
               
             
            
               
                   
               
               
                 (content data in % wt., remainder iron and unavoidable impurities) 
               
            
           
           
               
               
               
               
               
               
               
               
               
               
               
               
               
               
            
               
                 Melt 
                 C 
                 Si 
                 Mn 
                 Al 
                 Nb 
                 V 
                 Ti 
                 P 
                 S 
                 N 
                 B 
                 A c3   
                 A c1   
               
               
                   
               
            
           
           
               
               
               
               
               
               
               
               
               
               
               
               
               
               
            
               
                 S1 
                 0.217 
                 1.75 
                 1.85 
                 0.021 
                 0.04 
                 0.01 
                 0.01 
                 0.004 
                 0.003 
                 0.0016 
                 0.0004 
                 853 
                 754 
               
               
                 S2 
                 0.24 
                 1.75 
                 1.8 
                 0.021 
                 0.04 
                 0.01 
                 0.02 
                 0.004 
                 0.003 
                 0.0036 
                 0.001 
                 853 
                 755 
               
               
                 S3 
                 0.217 
                 1.75 
                 2.2 
                 0.021 
                 0.04 
                 0.01 
                 0.01 
                 0.004 
                 0.003 
                 0.0049 
                 0.0004 
                 842 
                 750 
               
               
                 S4 
                 0.23 
                 1.65 
                 2.0 
                 0.05 
                 0.04 
                 0.02 
                 0.01 
                 0.015 
                 0.003 
                 0.005 
                 0.0005 
                 861 
                 750 
               
               
                 S5 
                 0.21 
                 1.75 
                 1.85 
                 0.02 
                 0.04 
                 0.01 
                 0.01 
                 0.004 
                 0.002 
                 0.0016 
                 0.0004 
                 854 
                 754 
               
               
                 S6 
                 0.226 
                 1.44 
                 2.47 
                 0.08 
                 0.06 
                 0.02 
                 0.01 
                 0.005 
                 0.002 
                 0.0025 
                 0.0003 
                 844 
                 738 
               
               
                 S7 
                 0.211 
                 1.97 
                 1.76 
                 0.048 
                 0.02 
                 0.08 
                 0.02 
                 0.009 
                 0.003 
                 0.0037 
                 0.0008 
                 893 
                 761 
               
               
                   
               
            
           
         
       
     
     
       
         
           
               
               
               
               
               
               
               
             
               
                   
                 TABLE 2 
               
               
                   
                   
               
               
                   
                 Heat 
                 GT 
                 GZ 
                 V 
                 UAT 
                 UAt 
               
               
                   
                 treatment 
                 [° C.] 
                 [s] 
                 [° C./s] 
                 [° C.] 
                 [s] 
               
               
                   
                   
               
             
            
               
                   
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 A 
                 820 
                 60 
                 15 
                 375 
                 60 
               
               
                   
                 B 
                 820 
                 60 
                 15 
                 375 
                 120 
               
               
                   
                 C 
                 820 
                 60 
                 15 
                 375 
                 360 
               
               
                   
                 D 
                 820 
                 60 
                 15 
                 425 
                 30 
               
               
                   
                 E 
                 820 
                 60 
                 15 
                 425 
                 60 
               
               
                   
                 F 
                 820 
                 60 
                 15 
                 425 
                 120 
               
               
                   
                 G 
                 820 
                 60 
                 15 
                 450 
                 30 
               
               
                   
                 H 
                 820 
                 60 
                 15 
                 450 
                 60 
               
               
                   
                 I 
                 820 
                 60 
                 15 
                 450 
                 120 
               
               
                   
                 J 
                 820 
                 60 
                 50 
                 425 
                 30 
               
               
                   
                 K 
                 820 
                 60 
                 50 
                 425 
                 60 
               
               
                   
                 L 
                 820 
                 60 
                 50 
                 425 
                 120 
               
               
                   
                 M 
                 820 
                 60 
                 100 
                 425 
                 120 
               
               
                   
                 N 
                 840 
                 60 
                 100 
                 425 
                 120 
               
               
                   
                 O 
                 860 
                 60 
                 100 
                 425 
                 120 
               
               
                   
                 P 
                 800 
                 100 
                 15 
                 375 
                 120 
               
               
                   
                 Q 
                 820 
                 80 
                 15 
                 375 
                 60 
               
               
                   
                 R 
                 840 
                 80 
                 15 
                 425 
                 60 
               
               
                   
                 S 
                 860 
                 80 
                 50 
                 425 
                 120 
               
               
                   
                   
               
            
           
         
       
     
     
       
         
           
               
               
               
               
               
               
               
               
               
               
               
               
               
               
               
               
             
               
                   
                 TABLE 3 
               
               
                   
                   
               
               
                   
                   
                   
                   
                   
                   
                   
                   
                   
                   
                   
                   
                   
                   
                   
                 Acc. 
               
               
                   
                   
                 Anneal. 
                 WaT 
                 WeT 
                 HAT 
                 KWg 
                 R el   
                 R m   
                 A 80   
                 RA 
                 a RA   
                 C inRA   
                 Grade 
                 Martensite 
                 to 
               
               
                   
                 Melt 
                 Nr. 
                 [° C.] 
                 [° C.] 
                 [° C.] 
                 [%] 
                 [Mpa] 
                 [Mpa] 
                 [%] 
                 [% vol.] 
                 [nm] 
                 [% wt.] 
                 RA 
                 [%] 
                 inv.? 
               
               
                   
                   
               
             
            
               
                   
               
            
           
           
               
               
               
               
               
               
               
               
               
               
               
               
               
               
               
               
            
               
                 K1 
                 S1 
                 K 
                 1101 
                 890 
                 600 
                 45 
                 542 
                 986 
                 21.8 
                 19.0 
                 0.3610 
                 0.73 
                 13.87 
                 12 
                 YES 
               
               
                 K2 
                 S1 
                 R 
                 1242 
                 890 
                 540 
                 50 
                 583 
                 1042 
                 21.2 
                 19.8 
                 0.3609 
                 0.71 
                 14.06 
                 20 
                 YES 
               
               
                 K3 
                 S1 
                 N 
                 1235 
                 820 
                 520 
                 56 
                 571 
                 1027 
                 20.3 
                 16.9 
                 0.3608 
                 0.89 
                 11.66 
                 21 
                 YES 
               
               
                 K4 
                 S2 
                 J 
                 1190 
                 880 
                 600 
                 40 
                 615 
                 1086 
                 16.9 
                 15.0 
                 0.3609 
                 0.71 
                 10.65 
                 37 
                 YES 
               
               
                 K5 
                 S2 
                 K 
                 1222 
                 900 
                 510 
                 56 
                 627 
                 1049 
                 20.9 
                 17.5 
                 0.3611 
                 0.76 
                 13.30 
                 29 
                 YES 
               
               
                 K6 
                 S2 
                 L 
                 1178 
                 910 
                 510 
                 64 
                 633 
                 1025 
                 21.4 
                 18.5 
                 0.3611 
                 0.75 
                 13.88 
                 19 
                 YES 
               
               
                 K7 
                 S3 
                 D 
                 1180 
                 900 
                 490 
                 62 
                 604 
                 1098 
                 16.5 
                 15.5 
                 0.3607 
                 0.66 
                 10.23 
                 37 
                 YES 
               
               
                 K8 
                 S3 
                 F 
                 1250 
                 950 
                 490 
                 60 
                 632 
                 1015 
                 19.1 
                 17.5 
                 0.3611 
                 0.75 
                 13.13 
                 18 
                 YES 
               
               
                 K9 
                 S3 
                 I 
                 1109 
                 910 
                 450 
                 57 
                 621 
                 1058 
                 18.7 
                 16.5 
                 0.3611 
                 0.74 
                 12.21 
                 32 
                 YES 
               
               
                 K10 
                 S4 
                 H 
                 1223 
                 890 
                 400 
                 54 
                 650 
                 1100 
                 16.7 
                 15.0 
                 0.3607 
                 0.65 
                 9.75 
                 38 
                 YES 
               
               
                 K11 
                 S4 
                 G 
                 1114 
                 900 
                 520 
                 61 
                 617 
                 1023 
                 20.1 
                 16.3 
                 0.3609 
                 0.7 
                 11.41 
                 26 
                 YES 
               
               
                 K12 
                 S5 
                 P 
                 1193 
                 870 
                 510 
                 58 
                 580 
                 1012 
                 21.1 
                 18.3 
                 0.3611 
                 0.74 
                 13.54 
                 27 
                 YES 
               
               
                 K13 
                 S5 
                 Q 
                 1200 
                 830 
                 700 
                 45 
                 582 
                 992 
                 18.6 
                 17.2 
                 0.3610 
                 0.72 
                 12.38 
                 14 
                 YES 
               
               
                 K14 
                 S5 
                 B 
                 1202 
                 920 
                 560 
                 45 
                 530 
                 1008 
                 22.1 
                 19.1 
                 0.3610 
                 0.73 
                 13.94 
                 18 
                 YES 
               
               
                 K15 
                 S6 
                 L 
                 1209 
                 890 
                 450 
                 50 
                 620 
                 1089 
                 17.1 
                 15.5 
                 0.3609 
                 0.7 
                 10.85 
                 40 
                 YES 
               
               
                 K16 
                 S6 
                 M 
                 1203 
                 890 
                 580 
                 75 
                 612 
                 1070 
                 17.8 
                 14.0 
                 0.3606 
                 0.63 
                 8.82 
                 33 
                 YES 
               
               
                 K17 
                 S6 
                 G 
                 1190 
                 870 
                 620 
                 70 
                 580 
                 1063 
                 19.4 
                 17.7 
                 0.3609 
                 0.71 
                 12.57 
                 33 
                 YES 
               
               
                 K18 
                 S7 
                 A 
                 1197 
                 900 
                 500 
                 49 
                 602 
                 1099 
                 20.9 
                 17.0 
                 0.3611 
                 0.75 
                 12.75 
                 40 
                 YES 
               
               
                 K19 
                 S7 
                 C 
                 1201 
                 923 
                 630 
                 60 
                 602 
                 1085 
                 19.2 
                 16.0 
                 0.3608 
                 0.68 
                 10.88 
                 36 
                 YES 
               
               
                 K20 
                 S6 
                 I 
                 1190 
                 910 
                 625 
                 61 
                 613 
                 1038 
                 19.8 
                 17.1 
                 0.3609 
                 0.7 
                 11.97 
                 28 
                 YES 
               
               
                 K21 
                 S5 
                 E 
                 1200 
                 898 
                 600 
                 50 
                 551 
                 993 
                 21.6 
                 17.0 
                 0.3611 
                 0.75 
                 12.75 
                 13 
                 YES 
               
               
                 K22 
                 S4 
                 0 
                 1191 
                 860 
                 612 
                 56 
                 662 
                 944 
                 17.3 
                 13.6 
                 0.3605 
                 0.62 
                 8.43 
                 11 
                 NO 
               
               
                 K23 
                 S7 
                 S 
                 1198 
                 860 
                 620 
                 57 
                 554 
                 936 
                 22.1 
                 22.5 
                 0.3610 
                 0.73 
                 16.43 
                 9 
                 NO