Abstract
In electrochemical capacitors electrode is the key factor to determine the energy density and power density; hence the selection of electrode materials is the most crucial part. The specific energy of commercial supercapacitors is limited to 5–6 Wh kg−1, whereas for batteries the lower limit is 35–40 Wh kg−1. In this chapter, the type of electrochemical capacitors, the storage principles, and the characteristics of composite electrode based on carbon nanotubes and carbon-based materials, transition metal oxides, and conducting polymers are briefly discussed. The composites combine the large pseudocapacitance with the fast charging/discharging double-layer capacitance and excellent mechanical properties of the carbon nanotubes. Most of the commercially available devices use carbon electrodes and organic electrolytes, and research efforts have been done to increase the specific capacitance of supercapacitor electrodes based on carbon nanotubes. Composite electrodes based on carbon nanotubes exhibit excellent electronic conductivity, electrochemical charge-storage properties, fast charge/discharge switching, and specific power making them promising electrode materials for high-power supercapacitors due to their unique properties of carbon nanotubes.
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References
Conway BE (1999) Electrochemical supercapacitors: scientific fundamentals and technological applications. Kluwer Academic/Plenum Publisher, New York
Burke A (2000) J Power Sources 91:37
Winter M, Brodd RJ (2004) Chem Rev 104:4245
Miller JR, Simon P (2008) Science 321:651
Simon P, Gogotsi Y (2008) Nat Mater 7:845
Zhang Y, Feng H, Wu XB, Wang LZ, Zhang AQ, Xia TC, Dong HC, Li XF, Zhang LS (2009) Int J Hydrogen Energy 34:4889
Zheng JP (2005) J Electrochem Soc 152:A1864
Miller JR (2006) Electrochim Acta 52:1703
Yuan CZ, Gao B, Zhang XG (2007) J Power Sources 173:606
Fan Z, Chen JH, Cui KZ, Sun F, Xu Y, Kuang YF (2007) Electrochim Acta 52:2959
Kim IH, Kim KB (2006) J Electrochem Soc 153:A383
Lao ZJ, Konstantinov K, Tournaire Y, Ng SH, Wang GX, Liu HK (2006) J Power Sources 162:1451
Toupin M, Brousse T, Belanger D (2002) Chem Mater 14:3946
Wu MS, Huang YA, Yang CH, Jow HH (2007) Int J Hydrogen Energy 32:4153
Wu NL (2002) Mater Chem Phys 75:6
Yang XH, Wang YG, Xiong HM, Xia YY (2007) Electrochim Acta 53:752
Kotz R, Carlen M (2000) Electrochim Acta 45:2483
Frackowiak E, Beguin F (2001) Carbon 39:937
Pandolfo AG, Hollenkamp AF (2006) J Power Sources 157:11
Zhang LL, Zhao XS (2009) Chem Soc Rev 38:2520
Peng C, Zhang S, Jewell D, Chen GZ (2008) Prog Nat Sci 18:777
Becker HL (1957) US Patent 2,800,616
Pierson HO (1993) Handbook of carbon, graphite, diamond and fullerenes. Noyes Publications, Park Ridge
Fitzer E, Köchling KH, Boehm HP, Marsh H (1995) Pure Appl Chem 67:473
McEnaney B (1999) Structure and bonding in carbon materials. In: Burchell TD (ed) Carbon materials for advanced technologies. Pergamon/Elsevier, Amsterdam, p 1
Inagaki M, Radovic LR (2002) Carbon 40:2263
Bockris JO’M, Kita H (1961) J Electrochem Soc 108:676
Engelsman K, Lorenz WJ, Schmidt E (1980) J Electroanal Chem 114:1
Rudge A, Raistrick I, Gottesfeld S, Ferraris JP (1994) Electrochim Acta 39:273
Andreas HA, Conway BE (2006) Electrochim Acta 28:6510
Li HF, Xi H, Zhu SM, Wen ZY, Wang RD (2006) Micropor Mesopor Mater 96:357
Nakamura M, Nakanishi M, Yamamoto K (1996) J Power Sources 60:225
Kinoshita K (1988) Carbon: electrochemical and physiochemical properties. Wiley-Interscience, New York
An KH, Kim WS, Park YS, Moon JM, Bae DJ, Lim SC, Lee YS, Lee YH (2001) Adv Funct Mater 11:387
An KH, Jeon KK, Heo JK, Lim SC, Bae DJ, Lee YH (2002) J Electrochem Soc 149:A1058
Lee YH, An KH, Lim SC, Kim WS, Jeong HJ, Doh CH, Moon SI (2002) New Diam Front Carbon Technol 12:209
McEnaney B (2002) Energy storage in carbon materials, IV International Conference Catalysis and Adsorption in Fuel Processing and Environmental Protection, Kudowa Zdrój, Poland, Prace Naukowe Insttutu Chemii i Technologii Nafty I Wegla. Politechniki Wroclawskiej, Konferencje 10(57):s.11
Baughman RH, Zakhidov AA, de Heer WA (2002) Science 297:787
Frackowiak E, Delpeux S, Jurewicz K, Szostak K, Cazorla-Amoros D, B’eguin F (2002) Chem Phys Lett 361:35
Frackowiak E, Jurewicz K, Szostak K, Delpeux S, B’eguin F (2002) Fuel Process Tech 77/78:213
Brezesinski T, Wang J, Tolbert SH, Dunn BJ (2011) Sol–gel Sci Technol 57:330
Sun Z, Liu Z, Han B, Miao S, Du J, Miao Z (2006) Carbon 44:888
Tao B, Zhang J, Miao F, Hui S, Wan L (2010) Electrochim Acta 55:5258
Byon HR, Lee SW, Chen S, Hammond PT, Yang SH (2011) Carbon 49:457
Chen YM, Cai JH, Huang YS, Lee KY, Tsai DS (2011) Nanotechnology 22:115706
Lee JY, An KH, Heo JK, Lee YH (2003) J Phys Chem B 107:8812 C
Zhou CF, Kumar S, Doyle CD, Tour JM (2005) Chem Mater 17:1997
Vidotti M, Salvador RP, Ponzio EA, De-Torresi SIC (2007) J Nanosci Nanotech 7:3221
Vidottia M, Silva MR, Salvador RP, De-Torresi SIC, Dall’Antonia LH (2008) Electrochim Acta 53:4030
Zheng JP, Cygan PJ, Jow TR (1995) J Electrochem Soc 142:2699
Zheng JP, Jow TR (1996) J Power Sources 62:155
Lee BJ, Sivakkumar SR, Ko JM, Kim JH, Kim DY (2006) J Power Sources 168:546
Wen J, Zhou Z (2006) Mater Chem Phys 98:442
Kim IH, Kim JH, Lee YH, Kim KB (2005) J Electrochem Soc 152:A2170
Lee JK, Pathan HM, Jung KD, Joo OS (2006) J Power Sources 159:1527
Park JH, Ko JM, Park OO (2003) J Electrochem Soc 150:A864
Liu X, Huber TA, Kopac MC, Pickup PG (2009) Electrochim Acta 54:7141
Seo MK, Saouab A, Park SJ (2010) Mater Sci Eng B 167:65
Yan S, Qu P, Wang H, Tian T, Xiao Z (2008) Mater Res Bullet 43:2818
Yan S, Wang H, Qu P, Zhang Y, Xiao Z (2009) Synth Met 159:158
Kim BC, Wallace GG, Yoon YI, Ko JM, Too CO (2009) Synth Met 159:1389
McKeown DA, Hagans PL, Carette LPL, Russell AE, Swider KE, Rolison DR (1999) J Phys Chem B 103:4825
Dmowski W, Egami T, Swider-Lyons KE, Love CT, Rolison DR (2002) J Phys Chem B 106:12677
Qin X, Durbach S, Wu GT (2004) Carbon 42:451
Arabale G, Wagh D, Kulkarni M, Mulla IS, Vernerkar SP, Vijayamohanan K, Rao AM (2003) Chem Phys Lett 376:207
Hsieh TF, Chuang CC, Chen WJ, Huang JH, Chen WT, Shu CM (2012) Carbon 50:1740
Deng GH, Xiao X, Chen JH, Zeng XB, He DL, Kuang YF (2005) Carbon 43:1557
Chen Y, Liu C, Li F, Cheng HM (2005) J Alloys Compd 397:282 [79]
Subramanian V, Zhu HW, Wei BQ (2006) Electrochem Commun 8:827
Taguchi A, Inoue S, Akamaru S, Hara M, Watanabe K, Abe T (2006) J Alloys Compd 414:137
Wang HE, Lu Z, Qian D, Fang S, Zhang J (2008) J Alloys Compd 466:250
Adelkhani H, Ghaemi M (2010) J Alloys Compd 493:175
Gong K, Yu P, Su L, Xiong S, Mao L (2007) J Phys Chem C 111:1882
Fan Z, Chen J, Zhang B, Sun F, Liu B, Kuang Y (2008) Mater Res Bull 43:2085
Li J, Yang Q, Zhitomirsky I (2008) J Power Sources 185:1569
Ma SB, Nam KW, Yoon WS, Yang XQ, Ahn KY, Ohd KH, Kim KB (2008) J Power Sources 178:483
Yue H, Huang X, Yang Y (2008) Mater Lett 62:3388
Bordjiba T, Bélanger D (2009) J Electrochem Soc 156:A378
Chou SL, Wang JZ, Chew SY, Liu HK, Dou SX (2008) Electrochem Commun 10:1724
Reddy ALM, Shaijumon MM, Gowda SR, Ajayan PM (2009) Nano Lett 9:1002
Zhang H, Cao G, Wang Z, Yang Y, Shi Z, Gu Z (2008) Nano Lett 9:2664
Zhou Y, He B, Zhang F, Li H (2004) J Solid State Electrochem 8:482
Raymundo-Pinero E, Khomenko V, Frackowiak E, Beguin F (2005) J Electrochem Soc 152:A229
Fan Z, Chen J, Wang M, Cui K, Zhou H, Kuang Y (2006) Diam Relat Mater 15:1478
Li J, Zhitomirsky I (2009) J Mater Process Tech 209:3452
Nam KW, Lee CW, Yang XQ, Cho BW, Yoon WS, Kim KB (2009) J Power Sources 188:323
Lin CK, Wu CH, Tsai CY, Chen CY, Wang SC (2010) Surf Coat Tech 205:1595
Amade R, Jover E, Caglar B, Mutlu T, Bertran E (2011) J Power Sources 196:5779
Wang Y, Liu H, Sun X, Zhitomirsky I (2009) Scr Mater 61:1079
Lin YP, Tsai CB, Ho WH, Wu NL (2011) Mater Chem Phys 130:367
Tang W, Hou YY, Wang XJ, Bai Y, Zhu YS, Sun H, Yue YB, Wu YP, Zhu K, Holze R (2012) J Power Sources 197:330
Teng F, Santhanagopalan S, Wang Y, Meng DD (2010) J Alloys Compd 499:259
Li X, Wei B (2012) Nano Energy 1:479
Fan Z, Xie M, Jin X, Yan J, Wei T (2011) J Electroanal Chem 659:191
Yan J, Fan Z, Wei T, Cheng J, Shao B, Wang K, Song L, Zhang M (2009) J Power Sources 194:1202
Kang YJ, Kim B, Chung H, Kim W (2010) Synth Met 160:2510
Zhang J, Wang Y, Zang J, Xin G, Yuan Y, Qu X (2012) Carbon 50:5196
Sivakkumar SR, Ko JM, Kim DY, Kim BC, Wallace GG (2007) Electrochim Acta 52:7377
Li Q, Liu J, Zou J, Chunder A, Chen Y, Zhai L (2011) J Power Sources 196:565
Wang H, Peng C, Peng F, Yu H, Yang J (2011) Mater Sci Eng B 176:1073
Li Q, Anderson JM, Chen Y, Zhai L (2012) Electrochim Acta 59:548
Ko JM, Kim KM (2009) Mater Chem Phys 114:837
Zheng H, Wang J, Jia Y, Ma C (2012) J Power Sources 216:508
Zheng H, Tang F, Jia Y, Wang L, Chen Y, Lim M, Zhang L, Lu GM (2009) Carbon 47:1534
Ma SB, Nam KW, Yoon WS, Yang XQ, Ahn KY, Oh KH, Kim KB (2007) Electrochem Commun 9:2807
Wang JG, Yang Y, Huang ZH, Kang F (2012) Electrochim Acta 75:213
Nam KW, Kim KB (2002) J Electrochem Soc 149:A346
Cheng J, Gao GP, Yang YS (2006) J Power Sources 159:734
Nelson PA, Owen JR (2003) J Electrochem Soc 150:A1313
Zhang FB, Zhou YK, Li HL (2004) Mater Chem Phys 83:260
Wang YG, Xia YY (2006) Electrochim Acta 51:3223
Nam KW, Kim KH, Lee ES, Yoon WS, Yang XQ, Kim KB (2008) J Power Sources 182:642
Chang HY, Chang HC, Lee KY (2013) Vacuum 87:164
Lee JY, Liang K, An KH, Lee YH (2005) Synth Met 150:153
Hwang SG, Ryu SH, Yun SR, Ko JM, Kim KM, Ryu KS (2011) Mater Chem Phys 130:507
Kim SJ, Park GJ, Kim BC, Chung JK, Wallace GG, Park SY (2012) Synth Met 161:2641
Zhang Y, Sun X, Pan L, Li H, Sun Z, Sun C, Tay BK (2009) J Alloys Compd 480:L17
Zhang Y, Sun X, Pan L, Li H, Sun Z, Sun C, Tay BK (2009) Solid State Ion 180:1525
Kim DW, Rhee KY, Park SJ (2012) J Alloys Compd 530:6
Li ZJ, Chang TX, Yun GQ, Jia Y (2012) Powder Technol 224:306
Jayalakshmi M, Rao MM, Venugopal N, Kim KB (2007) J Power Sources 166:578
Lang J, Yan X, Xue Q (2011) J Power Sources 196:7841
Battumur T, Ambade SB, Ambade RB, Pokharel P, Lee DS, Han SH, Lee W, Lee SH (2013) Curr Appl Phys 13:196–204
Shakir I, Shahid M, Cherevko S, Chung CH, Kang DJ (2011) Electrochim Acta 58:76
Bolto BA, McNeill R, Weiss DE (1963) Aust J Chem 16:1090
Chiang CK, Fincher CR, Park YW, Heeger AJ, Shirakawa H, Louis EJ, Gau SC, McDiarmid AG (1977) Phys Rev Lett 39:1098
Boara G, Sparpaglione M (1995) Synth Met 72:135
Morvant MC, Reynolds JR (1998) Synth Met 92:57
Hung S, Wen T, Gopalan A (2002) Mater Lett 55:165
Noh KA, Kim DW, Jin CS, Shin KH, Kim JH, Ko JM (2003) J Power Sources 124:593
Lota K, Khomenko V, Frackowiak E (2004) J Phys Chem Solids 65:295
Gupta V, Miura N (2006) Mater Lett 60:1466
Fan LZ, Maier J (2006) Electrochem Commun 8:937
Xu Y, Wang J, Sun W, Wang S (2006) J Power Sources 159:370
Chen WC, Wen TC, Teng HS (2003) Electrochim Acta 48:641
Laforgue A, Simon P, Fauvarque JF, Sarrau JF, Lailler P (2001) J Electrochem Soc 148:A1130
Laforgue A, Simon P, Fauvarque JF, Mastragostino M, Sovai F, Sarrau JF, Lailler P, Conte M, Rossi E, Saguatti S (2003) J Electrochem Soc 150:A645
Feast WJ (1986) Synthesis of conducting polymers. In: Skotheim TA (ed) Handbook of conducting polymers, vol 1. Marcel Dekker Inc, New York, pp 1–43, 981
Nalawa HS, Dalton LR, Schmidt WF, Rabe JG (1985) Polym Commun 27:240
Burke A (2007) Electrochim Acta 53:1083
Frackowiak E, Khomenko V, Jurewicz K, Lota K, Beguin F (2006) J Power Sources 153:413
Deng MG, Yang BC, Hu YD (2005) J Mater Sci 40:5021
Sivakkumar SR, Kim WJ, Choi JA, MacFarlane DR, Forsyth M, Kim DW (2007) J Power Sources 171:1062
Zhou Y, Qin ZY, Li L, Zhang Y, Wei YL, Wang LF, Zhu MF (2010) Electrochim Acta 55:3904
Meng C, Liu C, Fan S (2009) Electrochem Commun 11:186
Lee H, Kim H, Cho MS, Choi J, Lee Y (2011) Electrochim Acta 56:7460
Mi H, Zhang X, Xu Y, Xiao F (2010) Appl Surf Sci 256:2284
Ju YW, Choi GR, Jung HR, Lee WJ (2008) Electrochim Acta 53:5796
Lu X, Dou H, Yuan C, Yang S, Hao L, Zhang F, Shen L, Zhang L, Zhang X (2012) J Power Sources 197:319
Sharma RK, Karakoti A, Seal S, Zhai L (2010) J Power Sources 195:1256
Liu R, Cho S, Lee SB (2008) Nanotechnology 19:215710
Downes C, Nugent J, Ajayan PM, Duquette C, Santhanam KSV (1999) Adv Mater 11:1028
Chen JH, Huang ZP, Wang DZ, Yang SX, Li WZ, Wen JG, Ren ZF (2001) Synth Met 125:289
Lin X, Xu Y (2008) Electrochim Acta 53:4990
Fanga Y, Liua J, Yud DJ, Wickstedd JP, Kalkane K, Topale CO, Flandersb BN, Wuc J, Li J (2010) J Power Sources 195:674
Hu Y, Zhao Y, Li Y, Li H, Shao H, Qu L (2012) Electrochim Acta 66:279
Gupta V, Miura N (2006) J Power Sources 157:616
Gupta V, Miura N (2006) Electrochim Acta 52:1721
Zhang H, Cao G, Wang Z, Yang Y, Shi Z, Gu Z (2008) Electrochem Commun 10:1056
Zhang J, Kong LB, Wang B, Luo YC, Kang L (2009) Synth Met 159:260
Nuria FA, Martti K, Viera S, Ursula DW, Siegmar R (2004) Diam Relat Mater 13:256
Gao M, Huang S, Dai L, Wallace G, Gao R, Wang Z (2000) Angew Chem 39:3664
Baibarac M, Baltog I, Godon C, Lefrant S, Chauvet O (2004) Carbon 42:3143
Guo M, Chen J, Li J, Tao B, Yao S (2005) Anal Chim Acta 532:71
Shaffer MSP, Fan X, Windle AH (1998) Carbon 36:1603
Sandler J, Shaffer M, Prasse T, Bauhofer W, Schulte K, Windle AH (1999) Polymer 40:5967
Shaffer MSP, Windle AH (1999) Adv Mater 11:937
Chen GZ, Shaffer MSP, Coleby D, Dixon G, Zhou W, Fray DJ, Windle AH (2000) Adv Mater 12:522
Frackowiak F, Metenier K, Bertagna V, B’eguin F (2000) Appl Phys Lett 77:2421
An KH, Jeon KK, Kim WS, Park YS, Lim SC, Bae DJ, Lee YH (2001) J Korean Phys Soc 39:S511
Inagaki M, Konno H, Tanaike O (2010) J Power Sources 195:7880
Niu C, Sichel EK, Hoch R, Moy D, Tennent H (1997) Appl Phys Lett 70:1480
Jiang Q, Qu MZ, Zhou GM, Zhang BL, Yu ZL (2002) Mater Lett 57:988
Jiang Y, Lin L (2012) Sens Actuat A Phys doi:10.1016/j.sna.2012.04.012
Frehill F, Vos JG, Benrezzak S, Koos AA, Konya Z, Ruther MG, Blau WJ, Fonseca A, Nagy JB, Biro LP, Minett AI, Panhuis M (2002) J Am Chem Soc 124:13694
Georgakilas V, Kordatos K, Prato M, Guldi DM, Holzinger M, Hirsch A (2002) J Am Chem Soc 124:760
Fu K, Li HP, Zhou B, Kitaygorodskiy A, Allard LF, Sun YP (2004) J Am Chem Soc 126:4669
Paiva MC, Zhou B, Fernando KAS, Lin Y, Kennedy JM, Sun YP (2004) Carbon 42:2849
Masarapu C, Zeng HF, Hung KH, Wei B (2009) ACS Nano 3:2199
Moore JJ, Kang JH, Wen JZ (2012) Mater Chem Phys 134:68
Emmenegger C, Mauron P, Züttel A, Nützenadel C, Schneuwly A, Gallay R, Schlapbach L (2000) Appl Surf Sci 162/163:452
Wang G, Ling Y, Qian F, Yang X, Liu XX, Li Y (2011) J Power Sources 196:5209
Pumera M (2011) Energy Environ Sci 4:668
Buglione L, Pumera M (2012) Electrochem Commun 17:45
Stoller MD, Park S, Zhu Y, An J, Ruoff RS (2008) Nano Lett 8:3498
Qiu L, Yang X, Gou X, Yang W, Ma ZF, Wallace GG, Li D (2010) Chem Eur J 16:10653
Kim KS, Park SJ (2011) Electrochim Acta 56:1629
Lu T, Pan L, Li H, Nie C, Zhu M, Sun Z (2011) J Electroanal Chem 661:270
Yang SY, Chang KH, Tien HW, Lee YF, Li SM, Wang YS, Wang JY, Ma CCM, Hu CC (2011) J Mater Chem 21:2374
Rakhi RB, Alshareef HN (2011) J Power Sources 196:8858
Lu X, Zhang F, Dou H, Yuan C, Yang S, Hao L, Shen L, Zhang L, Zhang X (2012) Electrochim Acta 69:160
Yan J, Wei T, Fan Z, Qian W, Zhang M, Shen X, Wei F (2010) J Power Sources 195:3041
Yu AP, Roes I, Davies A, Chen ZW (2010) Appl Phys Lett 96:253105
Yang XW, Zhu JW, Qiu L, Li D (2011) Adv Mater 23:2833
Huang ZD, Zhang B, Liang R, Zheng QB, Oh SW, Lin XY, Yousefi N, Kim JK (2012) Carbon 50:4239
Lu X, Dou H, Gao B, Yuan C, Yang S, Hao L, Shen L, Zhang X (2011) Electrochim Acta 56:5115
Endo M, Maeda T, Takeda T, Kim YJ, Koshiba K, Hara H et al (2001) J Electrochem Soc 148:A910
Endo M, Kim YJ, Maeda T, Koshiba K, Katayama K, Dresselhaus MS (2001) J Mater Res 16:3402
Wang DW, Li F, Liu M, Lu GQ, Cheng HM (2008) Angew Chem Int Ed 47:373
Korenblit Y, Rose M, Kockrick E, Borchardt L, Kvit A, Kaskel S, Yushin G (2010) Am Chem Soc Nano 4:1337
Miller JR, Outlaw RA, Holloway BC (2010) Science 329:1637
Pech D, Brunet M, Durou H, Huang P, Mochalin V, Gogotsi Y, Taberna PL, Simon P (2010) Nat Nano 5:651
Lei ZB, Christov N, Zhang LL, Zhao XS (2011) J Mater Chem 21:2274
Zheng C, Qian W, Wei F (2012) Mater Sci Eng B 177:1138
Chmiola J, Yushin G, Gogotsi Y, Portet C, Simon P, Taberna PL (2006) Science 313:1760
Li QY, Li ZS, Lin L, Wang XY, Wang YF, Zhang CH, Wang HQ (2010) Chem Eng J 156:500
Lei Z, Bai D, Zhao XS (2012) Microporous Mesoporous Mater 147:86
Yi B, Chen X, Guo K, Xu L, Chen C, Yan H, Chen J (2011) Mater Res Bull 46:2168
Bordjiba T, Mohamedi M, Dao LH, Aissa B, El Khakani MA (2007) Chem Phys Lett 441:88
Kim B, Chung H, Kim W (2010) J Phys Chem C 114:15223
Portet C, Yushin G, Gogotsi Y (2007) Carbon 45:2511
Salitra G, Soffer A, Eliad L, Cohen Y, Aurbach D (2000) J Electrochem Soc 147:2486
Chang KH, Hu CC (2006) Appl Phys Lett 88:193102
Cheng Q, Tang J, Ma J, Zhang H, Shinya N, Qinc LC (2011) Phys Chem Chem Phys 13:17615
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Prasanth, R., Shankar, R., Gupta, N., Rana, S., Ahn, JH. (2015). Application of Carbon Nanotubes for Resolving Issues and Challenges on Electrochemical Capacitors. In: Kar, K., Pandey, J., Rana, S. (eds) Handbook of Polymer Nanocomposites. Processing, Performance and Application. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-45229-1_32
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