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Farm-wide virtual load monitoring for offshore wind structures via Bayesian neural networks. <i>Structural Health Monitoring 23(3)</i>: 1641-1663. <a href=\"https://dx.doi.org/10.1177/14759217231186048\" target=\"_blank\">https://dx.doi.org/10.1177/14759217231186048</a>","AutID":381261,"MonDate":null,"AnaDate":2024,"PeerRev":1,"outputType":"1_A1","OpenAcc":0},{"BRefID":405446,"RR":"<b>Kheffache, A.; Stuyts, B.; Sastre Jurado, C.; Weijtjens, W.; Devriendt, C.; Troch, P.</b> (2024). Advanced simulations of monitored wind turbine monopiles located in the Belgian North Sea under operational quasi-static loading. <i>Ocean Eng. 311</i>: 118914. <a href=\"https://dx.doi.org/10.1016/j.oceaneng.2024.118914\" target=\"_blank\">https://dx.doi.org/10.1016/j.oceaneng.2024.118914</a>","AutID":516000,"MonDate":null,"AnaDate":2024,"PeerRev":1,"outputType":"1_A1","OpenAcc":0},{"BRefID":363508,"RR":"<b>de Nolasco Santos, F.; D'Antuono, P.; Robbelein, K.; Noppe, N.; Weijtjens, W.; Devriendt, C.</b> (2023). Long-term fatigue estimation on offshore wind turbines interface loads through loss function physics-guided learning of neural networks. <i>Renew. Energy 205</i>: 461-474. <a href=\"https://dx.doi.org/10.1016/j.renene.2023.01.093\" target=\"_blank\">https://dx.doi.org/10.1016/j.renene.2023.01.093</a>","AutID":381261,"MonDate":null,"AnaDate":2023,"PeerRev":1,"outputType":"1_A1","OpenAcc":1},{"BRefID":391431,"RR":"<b>Sadeghi, N.; D'Antuono, P.; Noppe, N.; Robbelein, K.; Weijtjens, W.; Devriendt, C.</b> (2023). Quantifying the effect of low-frequency fatigue dynamics on offshore wind turbine foundations: a comparative study. <i>Wind Energy Science 8(12)</i>: 1839-1852. <a href=\"https://dx.doi.org/10.5194/wes-8-1839-2023\" target=\"_blank\">https://dx.doi.org/10.5194/wes-8-1839-2023</a>","AutID":562595,"MonDate":null,"AnaDate":2023,"PeerRev":1,"outputType":"1_A1","OpenAcc":1},{"BRefID":361341,"RR":"<b>Stuyts, B.; Weijtjens, W.; Gkougkoudi-Papaioannou, M.; Devriendt, C.; Troch, P.; Kheffache, A.</b> (2023). Insights from in-situ pore pressure monitoring around a wind turbine monopile. <i>Ocean Eng. 269</i>: 113556. <a href=\"https://dx.doi.org/10.1016/j.oceaneng.2022.113556\" target=\"_blank\">https://dx.doi.org/10.1016/j.oceaneng.2022.113556</a>","AutID":516000,"MonDate":null,"AnaDate":2023,"PeerRev":1,"outputType":"1_A1","OpenAcc":0},{"BRefID":352518,"RR":"<b>Stuyts, B.; Weijtjens, W.; Devriendt, C.</b> (2023). Development of a semi-structured database for back-analysis of the foundation stiffness of offshore wind monopiles. <i>Acta Geotechnica 18</i>: 379-393. <a href=\"https://dx.doi.org/10.1007/s11440-022-01551-3\" target=\"_blank\">https://dx.doi.org/10.1007/s11440-022-01551-3</a>","AutID":381261,"MonDate":null,"AnaDate":2023,"PeerRev":1,"outputType":"1_A1","OpenAcc":1},{"BRefID":352756,"RR":"<b>de Nolasco Santos, F.; Noppe, N.; Weijtjens, W.; Devriendt, C.</b> (2022). Data-driven farm-wide fatigue estimation on jacket-foundation OWTs for multiple SHM setups. <i>Wind Energy Science 7(1)</i>: 299-321. <a href=\"https://dx.doi.org/10.5194/wes-7-299-2022\" target=\"_blank\">https://dx.doi.org/10.5194/wes-7-299-2022</a>","AutID":381261,"MonDate":null,"AnaDate":2022,"PeerRev":1,"outputType":"1_A1","OpenAcc":1},{"BRefID":352814,"RR":"<b>Fallais, D.J.M.; Henkel, M.; Noppe, N.; Weijtjens, W.; Devriendt, C.</b> (2022). Multilevel RTN removal tools for dynamic FBG strain measurements corrupted by peak-splitting artefacts. <i>Sensors 22(1)</i>: 92. <a href=\"https://dx.doi.org/10.3390/s22010092\" target=\"_blank\">https://dx.doi.org/10.3390/s22010092</a>","AutID":490173,"MonDate":null,"AnaDate":2022,"PeerRev":1,"outputType":"1_A1","OpenAcc":1},{"BRefID":353041,"RR":"<b>Henkel, M.; Weijtjens, W.; Devriendt, C.</b> (2021). Fatigue stress estimation for submerged and sub-soil welds of offshore wind turbines on monopiles using modal expansion. <i>Energies (Basel) 14(22)</i>: 7576. <a href=\"https://dx.doi.org/10.3390/en14227576\" target=\"_blank\">https://dx.doi.org/10.3390/en14227576</a>","AutID":381261,"MonDate":null,"AnaDate":2021,"PeerRev":1,"outputType":"1_A1","OpenAcc":1},{"BRefID":337447,"RR":"<b>Weijtjens, W.; Stang, A.; Devriendt, C.; Schaumann, P.</b> (2021). Bolted ring flanges in offshore-wind support structures - in-situ validation of load-transfer behaviour. <i>Journal of Constructional Steel Research 176</i>: 106361. <a href=\"https://hdl.handle.net/10.1016/j.jcsr.2020.106361\" target=\"_blank\">https://hdl.handle.net/10.1016/j.jcsr.2020.106361</a>","AutID":381261,"MonDate":null,"AnaDate":2021,"PeerRev":1,"outputType":"1_A1","OpenAcc":0},{"BRefID":337874,"RR":"<b>Henkel, M.; Häfele, J.; Weijtjens, W.; Devriendt, C.; Gebhardt, C.G.; Rolfes, R.</b> (2020). Strain estimation for offshore wind turbines with jacket substructures using dual-band modal expansion. <i>Mar. Struct. 71</i>: 102731. <a href=\"https://hdl.handle.net/10.1016/j.marstruc.2020.102731\" target=\"_blank\">https://hdl.handle.net/10.1016/j.marstruc.2020.102731</a>","AutID":451242,"MonDate":null,"AnaDate":2020,"PeerRev":1,"outputType":"1_A1","OpenAcc":0},{"BRefID":311412,"RR":"<b>Hubler, C.; Weijtjens, W.; Gebhardt, C.G.; Rolfes, R.; Devriendt, C.</b> (2019). Validation of improved sampling concepts for offshore wind turbine fatigue design. <i>Energies (Basel) 12(4)</i>: 603. <a href=\"https://dx.doi.org/10.3390/en12040603\" target=\"_blank\">https://dx.doi.org/10.3390/en12040603</a>","AutID":381261,"MonDate":null,"AnaDate":2019,"PeerRev":1,"outputType":"1_A1","OpenAcc":1},{"BRefID":323107,"RR":"<b>Maia, Q.A.; Weijtjens, W.; Devriendt, C.; Morato, P.G.; Rigo, P.; Sørensen, J.D.</b> (2019). Prediction of remaining fatigue life of welded joints in wind turbine support structures considering strain measurement and a joint distribution of oceanographic data. <i>Mar. Struct. 66</i>: 307-322. <a href=\"https://dx.doi.org/10.1016/j.marstruc.2019.05.002\" target=\"_blank\">https://dx.doi.org/10.1016/j.marstruc.2019.05.002</a>","AutID":409945,"MonDate":null,"AnaDate":2019,"PeerRev":1,"outputType":"1_A1","OpenAcc":0},{"BRefID":311523,"RR":"<b>Maes, K.; Weijtjens, W.; de Ridder, E.-J.; Lombaert, G.</b> (2018). Inverse estimation of breaking wave loads on monopile wind turbines. <i>Ocean Eng. 163</i>: 544-554. <a href=\"https://dx.doi.org/10.1016/j.oceaneng.2018.05.049\" target=\"_blank\">https://dx.doi.org/10.1016/j.oceaneng.2018.05.049</a>","AutID":381577,"MonDate":null,"AnaDate":2018,"PeerRev":1,"outputType":"1_A1","OpenAcc":0},{"BRefID":311593,"RR":"<b>Noppe, N.; Weijtjens, W.; Devriendt, C.</b> (2018). Modeling of quasi-static thrust load of wind turbines based on 1 s SCADA data. <i>Wind Energy Science 3(1)</i>: 139-147. <a href=\"https://dx.doi.org/10.5194/wes-3-139-2018\" target=\"_blank\">https://dx.doi.org/10.5194/wes-3-139-2018</a>","AutID":381611,"MonDate":null,"AnaDate":2018,"PeerRev":1,"outputType":"1_A1","OpenAcc":1},{"BRefID":295615,"RR":"<b>Iliopoulos, A.; Weijtjens, W.; Van Hemelrijck, D.; Devriendt, C.</b> (2017). Fatigue assessment of offshore wind turbines on monopile foundations using multi-band modal expansion. <i>Wind Energ. 20(8)</i>: 1463-1479. <a href=\"https://dx.doi.org/10.1002/we.2104\" target=\"_blank\">https://dx.doi.org/10.1002/we.2104</a>","AutID":257931,"MonDate":null,"AnaDate":2017,"PeerRev":1,"outputType":"1_A1","OpenAcc":0},{"BRefID":256718,"RR":"<b>Iliopoulos, A.; Shirzadeh, R.; Weijtjens, W.; Guillaume, P.; Van Hemelrijck, D.; Devriendt, C.</b> (2016). A modal decomposition and expansion approach for prediction of dynamic responses on a monopile offshore wind turbine using a limited number of vibration sensors. <i>Mechanical Systems and Signal Processing 68-69</i>: 84-104. <a href=\"http://dx.doi.org/10.1016/j.ymssp.2015.07.016\" target=\"_blank\">dx.doi.org/10.1016/j.ymssp.2015.07.016</a>","AutID":232070,"MonDate":null,"AnaDate":2016,"PeerRev":1,"outputType":"1_A1","OpenAcc":0},{"BRefID":285532,"RR":"<b>Maes, K.; Iliopoulos, A.; Weijtjens, W.; Devriendt, C.; Lombaert, G.</b> (2016). Dynamic strain estimation for fatigue assessment of an offshore monopile wind turbine using filtering and modal expansion algorithms. <i>Mechanical Systems and Signal Processing 76-77</i>: 592-611. <a href=\"https://dx.doi.org/10.1016/j.ymssp.2016.01.004\" target=\"_blank\">https://dx.doi.org/10.1016/j.ymssp.2016.01.004</a>","AutID":188754,"MonDate":null,"AnaDate":2016,"PeerRev":1,"outputType":"1_A1","OpenAcc":0},{"BRefID":285547,"RR":"<b>Weijtjens, W.; Verbelen, T.; De Sitter, G.; Devriendt, C.</b> (2016). Foundation structural health monitoring of an offshore wind turbinea full-scale case study. <i>Structural Health Monitoring 15(4)</i>: 389-402. <a href=\"https://dx.doi.org/10.1177/1475921715586624\" target=\"_blank\">https://dx.doi.org/10.1177/1475921715586624</a>","AutID":188871,"MonDate":null,"AnaDate":2016,"PeerRev":1,"outputType":"1_A1","OpenAcc":0},{"BRefID":256862,"RR":"<b>Shirzadeh, R.; Weijtjens, W.; Guillaume, P.; Devriendt, C.</b> (2015). The dynamics of an offshore wind turbine in parked conditions: a comparison between simulations and measurements. <i>Wind Energ. 18(10)</i>: 1685-1702. <a href=\"http://dx.doi.org/10.1002/we.1781\" target=\"_blank\">dx.doi.org/10.1002/we.1781</a>","AutID":220548,"MonDate":null,"AnaDate":2015,"PeerRev":1,"outputType":"1_A1","OpenAcc":0},{"BRefID":257189,"RR":"<b>Devriendt, C.; Magalhaes, F.; Weijtjens, W.; De Sitter, G.; Cunha, A.; Guillaume, P.</b> (2014). Structural health monitoring of offshore wind turbines using automated operational modal analysis. <i>Structural Health Monitoring 13(6)</i>: 644-659. <a href=\"http://dx.doi.org/10.1177/1475921714556568\" target=\"_blank\">dx.doi.org/10.1177/1475921714556568</a>","AutID":188754,"MonDate":null,"AnaDate":2014,"PeerRev":1,"outputType":"1_A1","OpenAcc":0},{"BRefID":242486,"RR":"<b>Devriendt, C.; Weijtjens, W.; El-Kafafy, M.; De Sitter, G.</b> (2014). Monitoring resonant frequencies and damping values of an offshore wind turbine in parked conditions. <i>IET Renew. Power Gener.  8(4)</i>: 433-441. <a href=\"http://dx.doi.org/10.1049/iet-rpg.2013.0229\" target=\"_blank\">http://dx.doi.org/10.1049/iet-rpg.2013.0229</a>","AutID":197874,"MonDate":null,"AnaDate":2014,"PeerRev":1,"outputType":"1_A1","OpenAcc":0}],"PeerRevRef":[{"BRefID":382970,"RR":"<b>Robbelein, K.; Daems, P.-J.; Verstraeten, T.; Noppe, N.; Weijtjens, W.; Helsen, J.; Devriendt, C.</b> (2023). Effect of curtailment scenarios on the loads and lifetime of offshore wind turbine generator support structures. <i>Journal of Physics: Conference Series 2507</i>: 012013. <a href=\"https://dx.doi.org/10.1088/1742-6596/2507/1/012013\" target=\"_blank\">https://dx.doi.org/10.1088/1742-6596/2507/1/012013</a>","AutID":556306,"MonDate":null,"AnaDate":2023,"PeerRev":1,"outputType":"2_PeerRevRef","OpenAcc":1},{"BRefID":354362,"RR":"<b>de Nolasco Santos, F.; Noppe, N.; Weijtjens, W.; Devriendt, C.</b> (2020). SCADA-based neural network thrust load model for fatigue assessment: cross validation with in-situ measurements. <i>Journal of Physics: Conference Series 1618(2)</i>: 022020. <a href=\"https://dx.doi.org/10.1088/1742-6596/1618/2/022020\" target=\"_blank\">https://dx.doi.org/10.1088/1742-6596/1618/2/022020</a>","AutID":498504,"MonDate":null,"AnaDate":2020,"PeerRev":1,"outputType":"2_PeerRevRef","OpenAcc":1},{"BRefID":354366,"RR":"<b>Noppe, N.; Hubler, C.; Devriendt, C.; Weijtjens, W.</b> (2020). Validated extrapolation of measured damage within an offshore wind farm using instrumented fleet leaders. <i>Journal of Physics: Conference Series 1618(2)</i>: 022005. <a href=\"https://dx.doi.org/10.1088/1742-6596/1618/2/022005\" target=\"_blank\">https://dx.doi.org/10.1088/1742-6596/1618/2/022005</a>","AutID":498504,"MonDate":null,"AnaDate":2020,"PeerRev":1,"outputType":"2_PeerRevRef","OpenAcc":1},{"BRefID":311603,"RR":"<b>Hubler, C.; Weijtjens, W.; Rolfes, R.; Devriendt, C.</b> (2018). Reliability analysis of fatigue damage extrapolations of wind turbines using offshore strain measurements. <i>Journal of Physics: Conference Series 1037</i>: 032035. <a href=\"https://dx.doi.org/10.1088/1742-6596/1037/3/032035\" target=\"_blank\">https://dx.doi.org/10.1088/1742-6596/1037/3/032035</a>","AutID":381261,"MonDate":null,"AnaDate":2018,"PeerRev":1,"outputType":"2_PeerRevRef","OpenAcc":1},{"BRefID":295711,"RR":"<b>Weijtjens, W.; Verbelen, T.; Capello, E.; Devriendt, C.</b> (2017). Vibration based structural health monitoring of the substructures of five offshore wind turbines. <i>Procedia Engineering 199</i>: 2294-2299. <a href=\"https://dx.doi.org/10.1016/j.proeng.2017.09.187\" target=\"_blank\">https://dx.doi.org/10.1016/j.proeng.2017.09.187</a>","AutID":197874,"MonDate":null,"AnaDate":2017,"PeerRev":1,"outputType":"2_PeerRevRef","OpenAcc":1},{"BRefID":311701,"RR":"<b>Noppe, N.; Iliopoulos, A.; Weijtjens, W.; Devriendt, C.</b> (2016). Full load estimation of an offshore wind turbine based on SCADA and accelerometer data. <i>Journal of Physics: Conference Series 753</i>: 072025. <a href=\"https://dx.doi.org/10.1088/1742-6596/753/7/072025\" target=\"_blank\">https://dx.doi.org/10.1088/1742-6596/753/7/072025</a>","AutID":380051,"MonDate":null,"AnaDate":2016,"PeerRev":1,"outputType":"2_PeerRevRef","OpenAcc":1},{"BRefID":311702,"RR":"<b>Weijtjens, W.; Noppe, N.; Verbelen, T.; Iliopoulos, A.; Devriendt, C.</b> (2016). Offshore wind turbine foundation monitoring, extrapolating fatigue measurements from fleet leaders to the entire wind farm. <i>Journal of Physics: Conference Series 753</i>: 092018. <a href=\"https://dx.doi.org/10.1088/1742-6596/753/9/092018\" target=\"_blank\">https://dx.doi.org/10.1088/1742-6596/753/9/092018</a>","AutID":381261,"MonDate":null,"AnaDate":2016,"PeerRev":1,"outputType":"2_PeerRevRef","OpenAcc":1},{"BRefID":257155,"RR":"<b>Iliopoulos, A.N.; Weijtjens, W.; Van Hemelrijck, D.; Devriendt, C.</b> (2015). Prediction of dynamic strains on a monopile offshore wind turbine using virtual sensors. <i>Journal of Physics: Conference Series 628</i>: 012108. <a href=\"https://dx.doi.org/10.1088/1742-6596/628/1/012108\" target=\"_blank\">https://dx.doi.org/10.1088/1742-6596/628/1/012108</a>","AutID":188754,"MonDate":null,"AnaDate":2015,"PeerRev":1,"outputType":"2_PeerRevRef","OpenAcc":1},{"BRefID":247371,"RR":"<b>De Sitter, G.; Weijtjens, W.; El Kafafy, M.; Devriendt, C.</b> (2013). Monitoring changes in the soil and foundation characteristics of an offshore wind turbine using automated operational modal analysis, <b><i>in</i></b>: Basu, B. (Ed.) <i>Damage Assessment of Structures X. 10th International Conference on Damage Assessment of Structures (DAMAS), July 08-10, 2013, Dublin. Key Engineering Materials,</i> 569-570: pp. 652-659. <a href=\"https://dx.doi.org/10.4028/www.scientific.net/KEM.569-570.652\" target=\"_blank\">https://dx.doi.org/10.4028/www.scientific.net/KEM.569-570.652</a>","AutID":197620,"MonDate":null,"AnaDate":2013,"PeerRev":1,"outputType":"2_PeerRevRef","OpenAcc":0}],"BookChap":[{"BRefID":361323,"RR":"<b>Bel-Hadj, Y.; Weijtjens, W.</b> (2023). Anomaly detection in vibration signals for structural health monitoring of an offshore wind turbine, <b><i>in</i></b>: Rizzo, P. <i>et al.</i> <i>European Workshop on Structural Health Monitoring. EWSHM 2022 - Volume 3.</i> pp. 348-358. <a href=\"https://dx.doi.org/10.1007/978-3-031-07322-9_36\" target=\"_blank\">https://dx.doi.org/10.1007/978-3-031-07322-9_36</a>","AutID":516166,"MonDate":null,"AnaDate":2023,"PeerRev":0,"outputType":"4_BookChap","OpenAcc":0},{"BRefID":361326,"RR":"<b>D'Antuono, P.; Weijtjens, W.; Devriendt, C.</b> (2023). On the minimum required sampling frequency for reliable fatigue lifetime estimation in structural health monitoring. How much is enough?, <b><i>in</i></b>: Rizzo, P. <i>et al.</i> <i>European Workshop on Structural Health Monitoring. EWSHM 2022 - Volume 1.</i> pp. 133-142. <a href=\"https://dx.doi.org/10.1007/978-3-031-07254-3_14\" target=\"_blank\">https://dx.doi.org/10.1007/978-3-031-07254-3_14</a>","AutID":516171,"MonDate":null,"AnaDate":2023,"PeerRev":0,"outputType":"4_BookChap","OpenAcc":0},{"BRefID":361335,"RR":"<b>de Nolasco Santos, F.; Robbelein, K.; D'Antuono, P.; Noppe, N.; Weijtjens, W.; Devriendt, C.</b> (2023). Towards a fleetwide data-driven lifetime assessment methodology of offshore wind support structures based on SCADA and SHM data, <b><i>in</i></b>: Rizzo, P. <i>et al.</i> <i>European Workshop on Structural Health Monitoring. EWSHM 2022 - Volume 1.</i> pp. 123-132. <a href=\"https://dx.doi.org/10.1007/978-3-031-07254-3_13\" target=\"_blank\">https://dx.doi.org/10.1007/978-3-031-07254-3_13</a>","AutID":516000,"MonDate":null,"AnaDate":2023,"PeerRev":0,"outputType":"4_BookChap","OpenAcc":0},{"BRefID":364478,"RR":"<b>Goethals, A.; Mentens, J.; Mathys, P.; Rumes, B.; Moerman, D.; Heylen, B.; Mouffe, L.; Gabriëls, S.; Deleu, P.; Paladin, P.; Weijtjens, W.; Jordaens, P.J.; Moulaert, I.; Dauwe, S.</b> (2023). Energie (inclusief kabels en leidingen). <i>Compendium voor Kust en Zee = Compendium for Coast and Sea 2023</i>: 1-26. <a href=\"https://dx.doi.org/10.48470/45\" target=\"_blank\">https://dx.doi.org/10.48470/45</a>","AutID":480638,"MonDate":null,"AnaDate":2023,"PeerRev":0,"outputType":"4_BookChap","OpenAcc":1},{"BRefID":364479,"RR":"<b>Goethals, A.; Mentens, J.; Mathys, P.; Rumes, B.; Moerman, D.; Heylen, B.; Mouffe, L.; Gabriëls, S.; Deleu, P.; Paladin, P.; Weijtjens, W.; Jordaens, P.J.; Moulaert, I.; Dauwe, S.</b> (2023). Energy (including cables and pipes). <i>Compendium voor Kust en Zee = Compendium for Coast and Sea 2023</i>: 1-25. <a href=\"https://dx.doi.org/10.48470/46\" target=\"_blank\">https://dx.doi.org/10.48470/46</a>","AutID":480638,"MonDate":null,"AnaDate":2023,"PeerRev":0,"outputType":"4_BookChap","OpenAcc":1},{"BRefID":350059,"RR":"<b>Goethals, A.; Mentens, J.; Mathys, P.; Rumes, B.; Moerman, D.; Heylen, B.; Mouffe, L.; Gabriëls, S.; Deleu, P.; Paladin, P.; Weijtjens, W.; Jordaens, P.J.; Moulaert, I.; Dauwe, S.</b> (2022). Energie (inclusief kabels en leidingen), <b><i>in</i></b>: Dauwe, S. <i>et al.</i> <i>Kennisgids Gebruik Kust en Zee 2022 - Compendium voor Kust en Zee.</i> pp. 79-104","AutID":480610,"MonDate":null,"AnaDate":2022,"PeerRev":0,"outputType":"4_BookChap","OpenAcc":1},{"BRefID":350075,"RR":"<b>Goethals, A.; Mentens, J.; Mathys, P.; Rumes, B.; Moerman, D.; Heylen, B.; Mouffe, L.; Gabriëls, S.; Deleu, P.; Paladin, P.; Weijtjens, W.; Jordaens, P.J.; Moulaert, I.; Dauwe, S.</b> (2022). Energy (including cables and pipes), <b><i>in</i></b>: Dauwe, S. <i>et al.</i> <i>Knowledge Guide Coast and Sea 2022 - Compendium for Coast and Sea.</i> pp. 79-102","AutID":480638,"MonDate":null,"AnaDate":2022,"PeerRev":0,"outputType":"4_BookChap","OpenAcc":1},{"BRefID":338132,"RR":"<b>Henkel, M.; Weijtjens, W.; Devriendt, C.</b> (2019). 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