Evolution of recycled concrete research: a data-driven scientometric review

Abstract

Recycled aggregate concrete (RAC) is recognized as an environmentally friendly construction material derived from reclaimed concrete components. This paper aims to conduct a comprehensive scientometric analysis of RAC research published between 2000 and 2023 in the Web of Science core database. The study includes analyses of publication trends over time, contributions and collaborations among authors, productivity of institutions and countries, co-citation networks, and keyword co-occurrence patterns. Additionally, the research identifies emerging frontiers in RAC studies. The results are visually presented to provide a holistic overview of the current state of RAC research and future developmental trajectories. The study analyzes publication trends over time, with over 80% of the papers published after 2017, reflecting the growing interest in sustainable construction. Key trends identified include the increasing focus on improving the mechanical properties and durability of RAC, microstructural analysis, and innovative manufacturing techniques. While the field has advanced significantly, challenges remain in areas such as the integration of nanoparticles, biomineralization techniques, carbon capture and utilization, and 3D printing technologies. These challenges underscore the need for continued innovation and exploration. With these advancements, RAC has the potential to play a pivotal role in promoting sustainable construction practices in the future.

Keywords

Recycled aggregate concrete / Recycled concrete / Scientometric approach / Waste material / Quality improvement / Carbonation

References

[1] Adesina A. Recent advances in the concrete industry to reduce its carbon dioxide emissions. Environmental Challenges, 2020, 1: 100004

[2] Zhang N, Duan HB, Miller TR, Tam VW, Liu G, Zuo J. Mitigation of carbon dioxide by accelerated sequestration in concrete debris. Renewable and Sustainable Energy Reviews, 2020, 117: 109495

[3] Roychand R, Li J, Kilmartin-Lynch S, Saberian M, Zhu J, Youssf O, Ngo T. Carbon sequestration from waste and carbon dioxide mineralisation in concrete–A stronger, sustainable and eco-friendly solution to support circular economy. Construction and Building Materials, 2023, 379: 131221

[4] Nawaz A, Chen J, Su X. Exploring the trends in construction and demolition waste (C&DW) research: a scientometric analysis approach. Sustainable Energy Technologies, 2023, 55: 102953

[5] Ramos M, Martinho G, Pina J. Strategies to promote construction and demolition waste management in the context of local dynamics. Waste Management, 2023, 162: 102-112

[6] Wang DY, Lu CX, Zhu ZM, Zhang ZY, Liu SY, Ji YC, Xing ZQ. Mechanical performance of recycled aggregate concrete in green civil engineering. Case Studies in Construction Materials, 2023, 19: e02384

[7] Salesa Á, Pérez-Benedicto JA, Colorado-Aranguren D, López-Julián PL, Esteban LM, Sanz-Baldúz LJ, Sáez-Hostaled JL, Ramis J, Olivares D. Physico-mechanical properties of multi-recycled concrete from precast concrete industry. Journal of Cleaner Production, 2017, 141: 248-255

[8] Elansary AA, Ashmawy MM, Abdalla HA. Effect of recycled coarse aggregate on physical and mechanical properties of concrete. Advances in Structural Engineering, 2021, 24(3): 583-595

[9] Singh A, Miao XZ, Zhou X, Deng Q, Li JN, Zou SA, Duan ZH. Use of recycled fine aggregates and recycled powders in sustainable recycled concrete. Journal of Building Engineering, 2023, 77: 107370

[10] Chen HJ, Yen T, Chen KH. Use of building rubbles as recycled aggregates. Cement and Concrete Research, 2003, 33(1): 125-132

[11] Pavlu T, Pazderka J, Fořtová K, Řepka J, Mariaková D, Vlach T. The structural use of recycled aggregate concrete for renovation of massive external walls of Czech fortification. Buildings-Basel., 2022, 12(5): 671

[12] Tam VWY, Soomro M, Evangelista ACJ. A review of recycled aggregate in concrete applications (2000–2017). Construction and Building Materials, 2018, 172: 272-292

[13] Vintimilla C, Etxeberria M. Limiting the maximum fine and coarse recycled aggregates-Type A used in structural concrete. Construction and Building Materials, 2023, 380: 131273

[14] Zhang CB, Hu MM, Sprecher B, Yang XN, Zhong XY, Li C, Tukker A. Recycling potential in building energy renovation: A prospective study of the Dutch residential building stock up to 2050. Journal of Cleaner Production, 2021, 301: 126835

[15] Buck, A. D. (1976). Recycled concrete as a source of aggregate.

[16] Wang JG, Zhang JX, Cao DD, Dang HX, Ding B. Comparison of recycled aggregate treatment methods on the performance for recycled concrete. Construction and Building Materials, 2020, 234: 117366

[17] Shi CJ, Li YK, Zhang JK, Li WG, Chong LL, Xie ZB. Performance enhancement of recycled concrete aggregate–a review. Journal of Cleaner Production, 2016, 112: 466-472

[18] Tam VW, Wattage H, Le KN, Buteraa A, Soomro M. Methods to improve microstructural properties of recycled concrete aggregate: a critical review. Construction and Building Materials, 2021, 270: 121490

[19] Guo ZG, Chen C, Lehman DE, Xiao WG, Zheng SL, Fan BJ. Mechanical and durability behaviours of concrete made with recycled coarse and fine aggregates. European Journal of Environmental and Civil Engineering, 2020, 24(2): 171-189

[20] Zhang HH, Xiao JZ, Tang YX, Duan ZH, Poon CS. Long-term shrinkage and mechanical properties of fully recycled aggregate concrete: Testing and modelling. Cement and Concrete Composites, 2022, 130: 104527

[21] Zheng YX, Xi XY, Zhang Y, Zhang P, Du CW. Review of mechanical properties and strengthening mechanism of fully recycled aggregate concrete under high temperature. Construction and Building Materials, 2023, 394: 132221

[22] Xu YJ, Chen HN, Liang YH, Shen J, Yang HX. Study on fracture characteristics and fracture mechanism of fully recycled aggregate concrete using AE and DIC techniques. Construction and Building Materials, 2024, 419: 135540

[23] Chen WH, Wang Q, Huang ZY, Du HJ. Hydration mechanism and mechanical properties of a developed low-carbon and lightweight strain-hardening cementitious composites. Journal of Sustainable Cement-Based Materials, 2024, 13(5): 661-677

[24] Zhang ZY, Lei Y, Richard Liew JY, Liu M, Wong G, Du HJ. Embodied carbon saving potential of using recycled materials as cement substitute in Singapore’s buildings. npj Materials Sustainabilit, 2024, 2(1): 27

[25] Neupane, R. P., Imjai, T., Makul, N., Garcia, R., Kim, B., & Chaudhary, S. (2023). Use of recycled aggregate concrete in structural members: a review focused on Southeast Asia. Journal of Asian Architecture and Building Engineering, 1–24. https://doi.org/10.1080/13467581.2023.2270029

[26] Xiao JZ, Tawana M, Huang X. Review of studies on structural performance of recycled aggregate concrete in China. Science China Technological Sciences, 2012, 55: 2727-2739

[27] Oikonomou ND. Recycled concrete aggregates. Cement and Concrete Composites, 2005, 27(2): 315-318

[28] Xuetong M, Debin G. Experimental study of compressive properties and environmental impact of recycled aggregate. Frontiers in Materials, 2021, 8: 725493

[29] Raza A, Rafique U, Haq FU. Mechanical and durability behavior of recycled aggregate concrete made with different kinds of wastewater. Journal of Building Engineering, 2021, 34: 101950

[30] Ahmed HT, Aly AM. Recycled waste materials in landscape design for sustainable development (Al-Ahsa as a model). Sustainability-Basel., 2023, 15(15): 11705

[31] Poon CS, Chan D. Paving blocks made with recycled concrete aggregate and crushed clay brick. Construction and building materials, 2006, 20(8): 569-577

[32] Rahman MA, Imteaz M, Arulrajah A, Disfani MM. Suitability of recycled construction and demolition aggregates as alternative pipe backfilling materials. Journal of Cleaner Production, 2014, 66: 75-84

[33] McCulloch T, Kang D, Shamet R, Lee SJ, Nam BH. Long-term performance of recycled concrete aggregate for subsurface drainage. Journal of Performance of Constructed Facilities, 2017, 31(4): 04017015

[34] Harzing AW, Alakangas S. Google Scholar, Scopus and the Web of Science: A longitudinal and cross–disciplinary comparison. Scientometrics, 2016, 106: 787-804

[35] Mongeon P, Paul-Hus A. The journal coverage of Web of Science and Scopus: A comparative analysis. Scientometrics, 2016, 106: 213-228

[36] Mingers J, Leydesdorff L. A review of theory and practice in scientometrics. European journal of operational research, 2015, 246(1): 1-19

[37] Aria M, Cuccurullo C. Bibliometrix: an R–tool for comprehensive science mapping analysis. Journal of informetrics, 2017, 11: 959-975

[38] Hassan-Montero Y, De-Moya-Anegón F, Guerrero-Bote VP. SCImago Graphica: a new tool for exploring and visually communicating data. Prof. Inform., 2022, 31(5): e310502

[39] Van Eck NJ, Waltman L. Software survey: Vosviewer, a computer program for bibliometric mapping. Scientometrics, 2010, 84: 523-538

[40] Van Eck NJ, Waltman L. Citation-based clustering of publications using CitNetExplorer and VOSviewer. Scientometrics, 2017, 111: 1053-1070

[41] He B, Armaghani DJ, Lai SH, He X, Asteris PG, Sheng D. A deep dive into tunnel blasting studies between 2000 and 2023—A systematic review. Tunnelling and Underground Space Technology, 2024, 147: 105727

[42] Zandifaez P, Nezhad AA, Zhou H, Dias-da-Costa D. A systematic review on energy-efficient concrete: Indicators, performance metrics, strategies, and future trends. Renewable and Sustainable Energy Reviews, 2024, 194: 114306

[43] Tan H, Li J, He M, Li J, Zhi D, Qin F, Zhang C. Global evolution of research on green energy and environmental technologies: a bibliometric study. Journal of Environmental Management, 2021, 297: 113382

[44] Yao YL, Liu X, Shao ZW, Wang GS, Sun DN, Hong BN. Analyzing and mapping the current status, hotspots, and perspectives of lightweight cellular concrete: a bibliometric evaluation from 2000 to 2022. Journal of Building Engineering, 2024, 87: 109001

[45] Hsu JW, Huang DW. Correlation between impact and collaboration. Scientometrics, 2011, 86(2): 317-324

[46] Han YL, Yang ZH, Ding T, Xiao JZ. Environmental and economic assessment on 3D printed buildings with recycled concrete. Journal of Cleaner Production, 2021, 278: 123884

[47] Liu HR, Xiao JZ, Ding T. Flexural performance of 3D-printed composite beams with ECC and recycled fine aggregate concrete: Experimental and numerical analysis. Engineering Structures, 2023, 283: 115865

[48] Xiao JZ, Zhang HH, Tang YX, Deng Q, Wang DC, Poon CS. Fully utilizing carbonated recycled aggregates in concrete: Strength, drying shrinkage and carbon emissions analysis. Journal of Cleaner Production, 2022, 377: 134520

[49] Ding T, Xiao JZ, Chen E, Khan AUR. Experimental study of the seismic performance of concrete beam-column frame joints with DfD connections. Journal of the Structural Engineering. American Society of Civil Engineers, 2020, 146(4): 04020036

[50] Xiao JZ, Wang CH, Ding T, Akbarnezhad A. A recycled aggregate concrete high-rise building: Structural performance and embodied carbon footprint. Journal of Cleaner Production, 2018, 199: 868-881

[51] Xiao JZ, Xie QH, Li ZW, Wang W. Fire resistance and post-fire seismic behavior of high strength concrete shear walls. Fire Technology, 2017, 53: 65-86

[52] Evangelista L, De Brito J. Durability of crushed fine recycled aggregate concrete assessed by permeability-related properties. Magazine of Concrete Research, 2019, 71(21): 1142-1150

[53] Kurda R, De Brito J, Silvestre JD. A comparative study of the mechanical and life cycle assessment of high-content fly ash and recycled aggregates concrete. Journal of Building Engineering, 2020, 29: 101173

[54] Pedro D, De Brito J, Evangelista L. Durability performance of high-performance concrete made with recycled aggregates, fly ash and densified silica fume. Cement and Concrete Composites, 2018, 93: 63-74

[55] Roberto da Silva S, De Brito J, De Oliveira Andrade JJ. Synergic effect of recycled aggregate, fly ash, and hydrated lime in concrete production. Journal of Building Engineering, 2023, 70: 106370

[56] Casanova S, Silva RV, De Brito J, Pereira MFC. Mortars with alkali-activated municipal solid waste incinerator bottom ash and fine recycled aggregates. Journal of Cleaner Production, 2021, 289: 125707

[57] Kurda R, De Brito J, Silvestre JD. Carbonation of concrete made with high amount of fly ash and recycled concrete aggregates for utilization of CO2. Journal of CO2 Utilization, 2019, 29: 12-19

[58] Price DJDS. Little Science, Big Science and Beyond, 1965 Columbia University Press

[59] Xiao JZ, Li L, Shen LM, Poon CS. Compressive behaviour of recycled aggregate concrete under impact loading. Cement and Concrete Research, 2015, 71: 46-55

[60] Li L, Xiao JZ, Xuan DX, Poon CS. Effect of carbonation of modeled recycled coarse aggregate on the mechanical properties of modeled recycled aggregate concrete. Cement and Concrete Composites, 2018, 89: 169-180

[61] Xiao JZ, Poon CS, Wang YY, Zhao YX, Ding T, Geng Y, Ye TH, Li L. Fundamental behaviour of recycled aggregate concrete–overview I: Strength and deformation. Magazine of Concrete Research, 2022, 74(19): 999-1010

[62] Poon CS, Shen PL, Jiang Y, Ma ZH, Xuan DX. Total recycling of concrete waste using accelerated carbonation: a review. Cement and Concrete Research, 2023, 173: 107284

[63] Li L, Xuan DX, Sojobi AO, Liu SH, Poon CS. Efficiencies of carbonation and nano silica treatment methods in enhancing the performance of recycled aggregate concrete. Construction and Building Materials, 2021, 308: 125080

[64] Hossain MU, Poon CS, Lo IM, Cheng JC. Comparative LCA on using waste materials in the cement industry: a Hong Kong case study. Resources, Conservation and Recycling, 2017, 120: 199-208

[65] Li L, Xuan DX, Sojobi AO, Liu SH, Chu SH, Poon CS. Development of nano-silica treatment methods to enhance recycled aggregate concrete. Cement and Concrete Composites, 2021, 118: 103963

[66] Peng LG, Zhao YX, Ban JX, Wang YZ, Shen PL, Lu JX, Poon CS. Enhancing the corrosion resistance of recycled aggregate concrete by incorporating waste glass powder. Cement and Concrete Composites, 2023, 137: 104909

[67] Asghar R, Khan MA, Alyousef R, Javed MF, Ali M. Promoting the green Construction: Scientometric review on the mechanical and structural performance of geopolymer concrete. Construction and Building Materials, 2023, 368: 130502

[68] Ahmad W, Ahmad A, Ostrowski KA, Aslam F, Joyklad P. A scientometric review of waste material utilization in concrete for sustainable construction. Case Studies in Construction Materials, 2021, 15: e00683

[69] Small H. Co–citation in the scientific literature: A new measure of the relationship between two documents. Journal of the Association for Information Science and Technology, 1973, 24: 265-269

[70] Small H. Visualizing science by citation mapping. Journal of the Association for Information Science and Technology, 1999, 50: 799-813

[71] Yan E, Ding Y. Scholarly network similarities: How bibliographic coupling networks, citation networks, cocitation networks, topical networks, coauthorship networks, and coword networks relate to each other. Journal of the American Society for Information Science and Technology, 2012, 63(7): 1313-1326

[72] Etxeberria M, Vázquez E, Marí A, Barra M. Influence of amount of recycled coarse aggregates and production process on properties of recycled aggregate concrete. Cement and Concrete Research, 2007, 37(5): 735-742

[73] Meyer C. The greening of the concrete industry. Cement and Concrete Composites, 2009, 31(8): 601-605

[74] Xiao JZ, Li JB, Zhang C. Mechanical properties of recycled aggregate concrete under uniaxial loading. Cement and Concrete Research, 2005, 35(6): 1187-1194

[75] Xiao JZ, Li WG, Fan YH, Huang X. An overview of study on recycled aggregate concrete in China (1996–2011). Construction and Building Materials, 2012, 31: 364-383

[76] De Juan MS, Gutiérrez PA. Study on the influence of attached mortar content on the properties of recycled concrete aggregate. Construction and Building Materials, 2009, 23(2): 872-877

[77] Behera M, Bhattacharyya SK, Minocha AK, Deoliya R, Maiti S. Recycled aggregate from C&D waste & its use in concrete – a breakthrough towards sustainability in construction sector: a review. Construction and Building Materials, 2014, 68: 501-516

[78] Evangelista L, De Brito J. Mechanical behaviour of concrete made with fine recycled concrete aggregates. Cement and Concrete Composites, 2007, 29(5): 397-401

[79] Poon CS, Shui ZH, Lam L. Effect of microstructure of ITZ on compressive strength of concrete prepared with recycled aggregates. Construction and building materials, 2004, 18(6): 461-468

[80] Tam VWY, Gao XF, Tam CM. Microstructural analysis of recycled aggregate concrete produced from two-stage mixing approach. Cement and Concrete Research, 2005, 35(6): 1195-1203

[81] Poon CS, Shui ZH, Lam L, Fok H, Kou SC. Influence of moisture states of natural and recycled aggregates on the slump and compressive strength of concrete. Cement and Concrete Research, 2004, 34(1): 31-36

[82] Tabsh SW, Abdelfatah AS. Influence of recycled concrete aggregates on strength properties of concrete. Construction and Building Materials, 2009, 23(2): 1163-1167

[83] Akhtar A, Sarmah AK. Construction and demolition waste generation and properties of recycled aggregate concrete: a global perspective. Journal of Cleaner Production, 2018, 186: 262-281

[84] Rao A, Jha KN, Misra S. Use of aggregates from recycled construction and demolition waste in concrete. Resources Conservation and Recycling, 2007, 50(1): 71-81

[85] Sagoe-Crentsil KK, Brown T, Taylor AH. Performance of concrete made with commercially produced coarse recycled concrete aggregate. Cement and Concrete Research, 2001, 31(5): 707-712

[86] Guo H, Shi CJ, Guan XM, Zhu JP, Ding YH, Ling TC, Zhang HB, Wang YL. Durability of recycled aggregate concrete–A review. Cement and Concrete Composites, 2018, 89: 251-259

[87] Gálvez-Martos JL, Styles D, Schoenberger H, Zeschmar-Lahl B. Construction and demolition waste best management practice in Europe. Resources, Conservation and Recycling, 2018, 136: 166-178

[88] Kisku N, Joshi H, Ansari M, Panda SK, Nayak S, Dutta SC. A critical review and assessment for usage of recycled aggregate as sustainable construction material. Construction and Building Materials, 2017, 131: 721-740

[89] Naderpour H, Rafiean AH, Fakharian P. Compressive strength prediction of environmentally friendly concrete using artificial neural networks. J. Build. Eng., 2018, 16: 213-219

[90] Verian KP, Ashraf W, Cao Y. Properties of recycled concrete aggregate and their influence in new concrete production. Resources, Conservation and Recycling, 2018, 133: 30-49

[91] Ghisellini P, Ripa M, Ulgiati S. Exploring environmental and economic costs and benefits of a circular economy approach to the construction and demolition sector. A literature review. Journal of Cleaner Production, 2018, 178: 618-643

[92] Wang B, Yan L, Fu Q, Kasal B. A comprehensive review on recycled aggregate and recycled aggregate concrete. Resources, Conservation and Recycling, 2021, 171: 105565

[93] Ma CK, Awang AZ, Omar W. Structural and material performance of geopolymer concrete: A review. Construction and Building Materials, 2018, 186: 90-102

[94] Dimitriou G, Savva P, Petrou MF. Enhancing mechanical and durability properties of recycled aggregate concrete. Construction and Building Materials, 2018, 158: 228-235

[95] Liang C, Pan B, Ma Z, He Z, Duan Z. Utilization of CO2 curing to enhance the properties of recycled aggregate and prepared concrete: a review. Cement and Concrete Composites, 2020, 105: 103446

[96] Gholampour A, Gandomi AH, Ozbakkaloglu T, Xie T. New formulations for mechanical properties of recycled aggregate concrete using gene expression programming. Construction and Building Materials, 2017, 130: 122-145

[97] Xuan D, Zhan B, Poon CS. Durability of recycled aggregate concrete prepared with carbonated recycled concrete aggregates. Cement and Concrete Composites, 2017, 84: 214-221

[98] Thomas J, Thaickavil NN, Wilson PM. Strength and durability of concrete containing recycled concrete aggregates. Journal of Building Engineering, 2018, 19: 349-365

[99] Katkhuda H, Shatarat N. Improving the mechanical properties of recycled concrete aggregate using chopped basalt fibers and acid treatment. Construction and Building Materials, 2017, 140: 328-335

[100] Marathe S, Sadowski Ł, Shree N. Geopolymer and alkali-activated permeable concrete pavements: Bibliometrics and systematic current state of the art review, applications, and perspectives. Construction and Building Materials, 2024, 421: 135586

[101] Zhou S, Li ZJ, Li K, Jia Y, Wang C, Zhuang XY. Microcapsule-enabled self-healing concrete: A bibliometric analysis. Frontiers of Structural and Civil Engineering, 2023, 17(11): 1611-1629

[102] Shi XS, Collins FG, Zhao XL, Wang QY. Mechanical properties and microstructure analysis of fly ash geopolymeric recycled concrete. Journal of Hazardous Materials, 2012, 237: 20-29

[103] Lu B, Shi CJ, Cao ZJ, Guo MZ, Zheng JL. Effect of carbonated coarse recycled concrete aggregate on the properties and microstructure of recycled concrete. Journal of Cleaner Production, 2019, 233: 421-428

[104] Lu JX, Yan X, He P, Poon CS. Sustainable design of pervious concrete using waste glass and recycled concrete aggregate. Journal of cleaner production, 2019, 234: 1102-1112

[105] Singh RP, Vanapalli KR, Cheela VRS, Peddireddy SR, Sharma HB, Mohanty B. Fly ash, GGBS, and silica fume based geopolymer concrete with recycled aggregates: Properties and environmental impacts. Construction and Building Materials, 2023, 378: 131168

[106] Luo M, Ji A, Li X, Yang DY. Performance evaluation of self-healing recycled concrete using biomineralization modified recycled aggregate as bacterial carrier. Journal of Building Engineering, 2024, 86: 109000

[107] Tam VW, Soomro M, Evangelista ACJ. Quality improvement of recycled concrete aggregate by removal of residual mortar: a comprehensive review of approaches adopted. Construction and Building Materials, 2021, 288: 123066

[108] Mi TW, Peng LG, Yu KQ, Zhao YX. Enhancement strategies for recycled brick aggregate concrete using MICP and EICP treatments. Journal of Building Engineering, 2023, 79: 107909

[109] Xie D, Zhang R, Wang J. The influence of environmental factors and precipitation precursors on enzyme-induced carbonate precipitation (EICP) process and its application on modification of recycled concrete aggregates. Journal of Cleaner Production, 2023, 395: 136444

[110] Liu XY, Liu L, Lyu K, Li TY, Zhao PZ, Liu RD, Zuo JQ, Fu F, Shah SP. Enhanced early hydration and mechanical properties of cement-based materials with recycled concrete powder modified by nano-silica. Journal of Building Engineering, 2022, 50: 104175

[111] Zadeh AH, Mamirov M, Kim S, Hu J. CO2-treatment of recycled concrete aggregates to improve mechanical and environmental properties for unbound applications. Construction and Building Materials, 2021, 275: 122180

[112] Cantero B, Bravo M, De Brito J, Del Bosque IS, Medina C. Water transport and shrinkage in concrete made with ground recycled concrete-additioned cement and mixed recycled aggregate. Cement and Concrete Composites, 2021, 118: 103957

[113] He ZH, Hu HB, Casanova I, Liang CF, Du SG. Effect of shrinkage reducing admixture on creep of recycled aggregate concrete. Construction and Building Materials, 2020, 254: 119312

[114] Khoury E, Cazacliu B, Remond S. Impact of the initial moisture level and pre-wetting history of recycled concrete aggregates on their water absorption. Materials and Structures, 2017, 50: 1-12

[115] Kumar, P., & Singh, N. (2023). Performance of recycled concrete aggregates based self-compacting concrete containing coal combustion ashes and silica fume. European Journal of Environmental and Civil Engineering., 1–26. https://doi.org/10.1080/19648189.2023.2293816

[116] Ahmad J, Martínez-García R, De-Prado-Gil J, Irshad K, El-Shorbagy MA, Fediuk R, Vatin NI. Concrete with partial substitution of waste glass and recycled concrete aggregate. Materials, 2022, 15(2): 430

[117] Gyawali TR. Re-use of concrete/brick debris emerged from big earthquake in recycled concrete with zero residues. Cleaner Waste Systems, 2022, 2: 100007

[118] Haddad K, Haddad O, Aggoun S, Kaci S. Correlation between the porosity and ultrasonic pulse velocity of recycled aggregate concrete at different saturation levels. Canadian Journal of Civil Engineering, 2017, 44(11): 911-917

[119] Zhan BJ, Xuan DX, Zeng W, Poon CS. Carbonation treatment of recycled concrete aggregate: Effect on transport properties and steel corrosion of recycled aggregate concrete. Cement and Concrete Composites, 2019, 104: 103360

[120] Yang L, Zhu ZD, Zhang DW, Sun H, Huo WW, Zhang J, Wan Y, Zhang C. Influence mechanism of Nano-SiO2 on geopolymer recycled concrete: Change mechanism of the microstructure and the anti-carbonation mechanism. Cement and Concrete Composites, 2024, 146: 105364

[121] Sun DZ, Fan X, Xie YL, Ren XD, Ding F, Wu R, Ji HG. Experimental study and multi-objective optimization of the shear mechanical properties of recycled aggregate concrete with hybrid fibers and nano SiO2. Construction and Building Materials, 2024, 429: 136463

[122] Deng YS, Zhang KQ, Fu YB, Zhao HL, Yao ZG. Analysis and optimization of design parameters for recycled concrete modified with nano-CaCO3 considering environmental and economic and mechanical properties. Journal of Material Cycles and Waste Management, 2023, 25(6): 3651-3663

[123] Wu HQ, Zhu Z, Chen YL, Li H, Jiang WQ. Mechanical properties of short polypropylene fiber enhanced recycled concrete under cyclic compression. Structural Concrete, 2023, 24(4): 4751-4766

[124] Ahmed W, Lim CW. Evaluating fracture parameters of basalt fiber reinforced and pozzolana slurry modified recycled concrete produced from waste. Structures, 2023, 50: 1476-1492

[125] Feng Y, Wang WJ, Wang SQ. Multiscale analysis of recycled coarse aggregate concrete under the synergistic action of KH560 and PVA fibers. Construction and Building Materials, 2024, 419: 135433

[126] Ashraf MJ, Idrees M, Akbar A. Performance of silica fume slurry treated recycled aggregate concrete reinforced with carbon fibers. J. Build. Eng., 2023, 66: 105892

[127] Xu, J., Wang, X., Yao, W., Kulminskaya, A. A., & Shah, S. P. (2024). Microbial-inspired self-healing of concrete cracks by sodium silicate-coated recycled concrete aggregates served as bacterial carrier. Frontiers of Structural and Civil Engineering., 1–16. https://doi.org/10.1007/s11709-023-0993-7

[128] Rosa L, Becattini V, Gabrielli P, Andreotti A, Mazzotti M. Carbon dioxide mineralization in recycled concrete aggregates can contribute immediately to carbon-neutrality. Resources Conservation and Recycling, 2022, 184: 106436

[129] Mi R, Pan G. Slowing down CO2 effective diffusion speeds in recycled aggregate concrete by using carbon capture technology and high-quality recycled aggregate. Journal of Building Engineering, 2022, 45: 103628

[130] Li LK, Liu Q, Huang TY, Peng WZ. Mineralization and utilization of CO2 in construction and demolition wastes recycling for building materials: a systematic review of recycled concrete aggregate and recycled hardened cement powder. Separation and Purification Technology, 2022, 298: 121512

[131] Zou S, Xiao JZ, Ding T, Duan ZH, Zhang QT. Printability and advantages of 3D printing mortar with 100% recycled sand. Construction and Building Materials, 2021, 273: 121699

[132] Wu HX, Liang CF, Zhang ZY, Yao PP, Wang CQ, Ma ZM. Utilizing heat treatment for making low-quality recycled aggregate into enhanced recycled aggregate, recycled cement and their fully recycled concrete. Construction and Building Materials, 2023, 394: 132126

[133] Chiranjeevi K, Yatish RG, Kumar DH, Mulangi RH, Shankar AR. Utilization of recycled concrete aggregates for pavement base courses–A detailed laboratory study. Construction and Building Materials, 2024, 411: 134122

[134] Malysz GN, Bosse RM, Gidrão GDMS, Silvestro L, Dal Molin DCC, Masuero AB. Service-life prediction of recycled coarse aggregate concrete under natural carbonation: a time-dependent reliability analysis. Construction and Building Materials, 2023, 387: 131632

[135] Chen XY, Ai YZ, Wu QY, Cheng SK, Wei YC, Xu X, Fan T. Potential use of nano calcium carbonate in polypropylene fiber reinforced recycled aggregate concrete: Microstructures and properties evaluation. Construction and Building Materials, 2023, 400: 132871

[136] Fan, C. C., Zheng, Y. X., Zhuo, J. B., Du, C. W., & Hu, S. W. (2024). Study on mechanical and bonding properties of nano-SiO2 reinforced recycled concrete: macro test and micro analysis. Journal of Building Engineering, 109877. https://doi.org/10.1016/j.jobe.2024.109877

[137] Sun YW, Liu KW, Sun DS, Jiang NJ, Xu WY, Wang AG. Evaluation of urea hydrolysis for MICP technique applied in recycled aggregate: concentration of urea and bacterial spores. Construction and Building Materials, 2024, 419: 135366

[138] Feng ZY, Zhao YX, Zeng WL, Lu ZM, Shah SP. Using microbial carbonate precipitation to improve the properties of recycled fine aggregate and mortar. Construction and Building Materials, 2020, 230: 116949

[139] Ouyang JZ, Liu KW, Sun DS, Xu WY, Wang AG, Ma R. A focus on Ca2+ supply in microbial induced carbonate precipitation and its effect on recycled aggregate. Journal of Building Engineeri, 2022, 51: 104334

[140] Liu ZW, Chin CS, Xia J. Novel method for enhancing freeze–thaw resistance of recycled coarse aggregate concrete via two-stage introduction of denitrifying bacteria. Journal of Cleaner Production, 2022, 346: 131159

[141] Grabiec AM, Klama J, Zawal D, Krupa D. Modification of recycled concrete aggregate by calcium carbonate biodeposition. Construction and Building Materials, 2012, 34: 145-150

[142] Wang JY, Vandevyvere B, Vanhessche S, Schoon J, Boon N, De Belie N. Microbial carbonate precipitation for the improvement of quality of recycled aggregates. Journal of Cleaner Production, 2017, 156: 355-366

[143] Nain N, Surabhi R, Yathish NV, Krishnamurthy V, Deepa T, Tharannum S. Enhancement in strength parameters of concrete by application of Bacillus bacteria. Construction and Building Materials, 2019, 202: 904-908

[144] Achal V, Pan X. Influence of calcium sources on microbially induced calcium carbonate precipitation by Bacillus sp. CR2. Applied biochemistry and biotechnology, 2014, 173: 307-317

[145] Tang BW, Fan M, Yang ZQ, Sun YS, Yuan LJ. A comparison study of aggregate carbonation and concrete carbonation for the enhancement of recycled aggregate pervious concrete. Construction and Building Materials, 2023, 371: 130797

[146] Zhang T, Chen M, Wang YT, Zhang MZ. Roles of carbonated recycled fines and aggregates in hydration, microstructure and mechanical properties of concrete: a critical review. Cement and Concrete Composites, 2023, 138: 104994

[147] Zhan BJ, Poon CS, Liu Q, Kou SC, Shi CJ. Experimental study on CO2 curing for enhancement of recycled aggregate properties. Construction and Building Materials, 2014, 67: 3-7

[148] Liu BJ, Qin JL, Shi JY, Jiang JY, Wu X, He ZH. New perspectives on utilization of CO2 sequestration technologies in cement-based materials. Construction and Building Materials, 2021, 272: 121660

[149] Kazemian M, Shafei B. Carbon sequestration and storage in concrete: A state-of-the-art review of compositions, methods, and developments. Journal of CO2 Utilization, 2023, 70: 102443

[150] Chinzorigt G, Lim MK, Yu M, Lee H, Enkbold O, Choi D. Strength, shrinkage and creep and durability aspects of concrete including CO2 treated recycled fine aggregate. Cement and Concrete Research, 2020, 136: 106062

[151] Zheng YX, Zhang YH, Zhang P. Methods for improving the durability of recycled aggregate concrete: A review. Journal of Materials Research and Technology, 2021, 15: 6367-6386

[152] Singh M, Danie Roy AB, Waseem S, Singh H. Feasibility and performance analysis of carbonated recycled aggregate concrete. International Journal of Sustainable Engineering, 2021, 14(4): 761-775

[153] Xuan DX, Zhan BJ, Poon CS. Development of a new generation of eco-friendly concrete blocks by accelerated mineral carbonation. Journal of Cleaner Production, 2016, 133: 1235-1241

[154] Wu YQ, Mehdizadeh H, Mo KH, Ling TC. High-temperature CO2 for accelerating the carbonation of recycled concrete fines. Journal of Building Engineering, 2022, 52: 104526

[155] Li ZJ, Wang L, Ma GW. Mechanical improvement of continuous steel microcable reinforced geopolymer composites for 3D printing subjected to different loading conditions. Composites Part B: Engineering, 2020, 187: 107796

[156] Buswell RA, Da Silva WL, Bos FP, Schipper HR, Lowke D, Hack N, Kloft H, Mechtcherine V, Wangler T, Roussel N. A process classification framework for defining and describing Digital Fabrication with Concrete. Cement and Concrete Research, 2020, 134: 106068

[157] Dapena E, Alaejos P, Lobet A, Pérez D. Effect of recycled sand content on characteristics of mortars and concretes. Journal of Materials in Civil Engineering, 2011, 23(4): 414-422

[158] Kazemian A, Yuan X, Cochran E, Khoshnevis B. Cementitious materials for construction-scale 3D printing: Laboratory testing of fresh printing mixture. Construction and Building Materials, 2017, 145: 639-647

[159] Ting GHA, Tay YWD, Qian Y, Tan MJ. Utilization of recycled glass for 3D concrete printing: Rheological and mechanical properties. J. Mater. Cycles Waste, 2019, 21: 994-1003

[160] Ding T, Xiao JZ, Qin F, Duan ZH. Mechanical behavior of 3D printed mortar with recycled sand at early ages. Construction and Building Materials, 2020, 248: 118654

[161] Hou SD, Xiao JZ, Duan ZH, Ma GW. Fresh properties of 3D printed mortar with recycled powder. Construction and Building Materials, 2021, 309: 125186

[162] Zhang HH, Xiao JZ, Duan ZH, Zou SA, Xia B. Effects of printing paths and recycled fines on drying shrinkage of 3D printed mortar. Construction and Building Materials, 2022, 342: 128007

[163] Qian H, Hua SD, Yue HF, Feng GY, Qian LY, Jiang WJ, Zhang LL. Utilization of recycled construction powder in 3D concrete printable materials through particle packing optimization. Journal of Building Engineering, 2022, 61: 105236

[164] Hammoudi A, Moussaceb K, Belebchouche C, Dahmoune F. Comparison of artificial neural network (ANN) and response surface methodology (RSM) prediction in compressive strength of recycled concrete aggregates. Construction and Building Materials, 2019, 209: 425-436

[165] Ji YC, Wang DY, Wang J. Study of recycled concrete properties and prediction using machine learning methods. Journal of Building Engineering, 2024, 94: 110067

[166] Amiri M, Hatami F. Prediction of mechanical and durability characteristics of concrete including slag and recycled aggregate concrete with artificial neural networks (ANNs). Construction and Building Materials, 2022, 325: 126839

[167] Rong X, Liu YB, Chen P, Lv XY, Shen C, Yao BQ. Prediction of creep of recycled aggregate concrete using back-propagation neural network and support vector machine. Structural Concrete, 2023, 24(2): 2229-2244

[168] Jin LB, Dong TY, Fan T, Duan J, Yu HL, Jiao PF, Zhang WB. Prediction of the chloride diffusivity of recycled aggregate concrete using artificial neural network. Mater. Today Commun, 2022, 32: 104137

[169] Duan ZH, Kou SC, Poon CS. Using artificial neural networks for predicting the elastic modulus of recycled aggregate concrete. Construction and Building Materials, 2013, 44: 524-532

[170] Zhang YR, Luo W, Wang JJ, Wang YF, Xu YQ, Xiao JZ. A review of life cycle assessment of recycled aggregate concrete. Construction and Building Materials, 2019, 209: 115-125

[171] Xing WQ, Tam VWY, Le KN, Hao JL, Wang J. Life cycle assessment of recycled aggregate concrete on its environmental impacts: a critical review. Construction and Building Materials, 2022, 317: 125950

[172] Visintin P, Xie T, Bennett B. A large-scale life-cycle assessment of recycled aggregate concrete: The influence of functional unit, emissions allocation and carbon dioxide uptake. Journal of Cleaner Production, 2020, 248: 119243

[173] Zhang MY, Liu XL, Kong LJ. Evaluation of carbon and economic benefits of producing recycled aggregates from construction and demolition waste. Journal of Cleaner Production, 2023, 425: 138946

[174] Pal A, Ahmed KS, Hossain FZ, Alam MS. Machine learning models for predicting compressive strength of fiber-reinforced concrete containing waste rubber and recycled aggregate. Journal of Cleaner Production, 2023, 423: 138673

[175] Rezaei F, Memarzadeh A, Davoodi MR, Dashab MA, Nematzadeh M. Mechanical features and durability of concrete incorporating recycled coarse aggregate and nano-silica: Experimental study, prediction, and optimization. Journal of Building Engineering, 2023, 73: 106715