Adaptive control of filler wire speed in wire arc additive manufacturing: impact of inter-layer dwell time on metallurgical and mechanical aspects of ER70S-6 deposits
Gas metal arc welding (GMAW) integrated wire arc additive manufacturing (WAAM) depicts non-uniform layers, spatter, thermal distortions, metal overflow, and mechanical anisotropy. The prime cause for these issues is improper thermal energy management due to the current controlled wire feeding mechan...
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description | Gas metal arc welding (GMAW) integrated wire arc additive manufacturing (WAAM) depicts non-uniform layers, spatter, thermal distortions, metal overflow, and mechanical anisotropy. The prime cause for these issues is improper thermal energy management due to the current controlled wire feeding mechanism. Here, an autonomous wire feed system (AWFS) has been designed and integrated into the GMAW-WAAM to eliminate such issues. It fine-tunes the wire feed speed (WFS) and maintains a steady flow of arc current. With this developed system, initially, twenty single beads are deposited using ER70S-6 feedstock under different conditions of welding voltage (U), travel speed (TS), and WFS. Later on, an optimum deposit condition has been formulated using response surface methodology-RSM (U ≈ 21.7 V, TS ≈ 8.6%, and WFS ≈ 2.7 m/min). Under this deposit condition, thin-layered parts are manufactured, where inter-layer dwell time (IDT) is only varied (from 2 to 4 min) to illustrate its significance over metallographic and mechanical performances. It is observed that with increasing IDTs, the morphological attributes of the deposit are improved (straight side wall with low surface waviness) with a reduction in grain size that further boosts the hardness and mechanical performances (increased strength and wear resistance). The occurrence of compressive residual stress could additionally support the enhancements in mechanical strength. In addition to the improvements in mechanical performances, the anisotropy in mechanical strength was also reduced ( |
doi_str_mv | 10.1007/s00170-024-13981-2 |
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The prime cause for these issues is improper thermal energy management due to the current controlled wire feeding mechanism. Here, an autonomous wire feed system (AWFS) has been designed and integrated into the GMAW-WAAM to eliminate such issues. It fine-tunes the wire feed speed (WFS) and maintains a steady flow of arc current. With this developed system, initially, twenty single beads are deposited using ER70S-6 feedstock under different conditions of welding voltage (U), travel speed (TS), and WFS. Later on, an optimum deposit condition has been formulated using response surface methodology-RSM (U ≈ 21.7 V, TS ≈ 8.6%, and WFS ≈ 2.7 m/min). Under this deposit condition, thin-layered parts are manufactured, where inter-layer dwell time (IDT) is only varied (from 2 to 4 min) to illustrate its significance over metallographic and mechanical performances. It is observed that with increasing IDTs, the morphological attributes of the deposit are improved (straight side wall with low surface waviness) with a reduction in grain size that further boosts the hardness and mechanical performances (increased strength and wear resistance). The occurrence of compressive residual stress could additionally support the enhancements in mechanical strength. In addition to the improvements in mechanical performances, the anisotropy in mechanical strength was also reduced (< 5%). Moreover, bulk texture analysis ensures similar fiber texture evolutions along different deposit sections with a least variation in the texture intensity, which point towards isotropicity in the as-fabricated part.</description><identifier>ISSN: 0268-3768</identifier><identifier>EISSN: 1433-3015</identifier><identifier>DOI: 10.1007/s00170-024-13981-2</identifier><language>eng</language><publisher>London: Springer London</publisher><subject>Adaptive control ; Additive manufacturing ; Advanced manufacturing technologies ; Anisotropy ; Arc deposition ; CAE) and Design ; Compressive properties ; Compressive strength ; Computer-Aided Engineering (CAD ; Dwell time ; Energy management ; Engineering ; Feed systems ; Gas metal arc welding ; Grain size ; Industrial and Production Engineering ; Manufacturing ; Mechanical Engineering ; Media Management ; Original Article ; Raw materials ; Residual stress ; Response surface methodology ; Stainless steel ; Steady flow ; Surface waviness ; Texture ; Thermal energy ; Wear resistance ; Welding wire ; Wire</subject><ispartof>International journal of advanced manufacturing technology, 2025, Vol.136 (1), p.221-241</ispartof><rights>The Author(s), under exclusive licence to Springer-Verlag London Ltd., part of Springer Nature 2024 Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><rights>Copyright Springer Nature B.V. 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The prime cause for these issues is improper thermal energy management due to the current controlled wire feeding mechanism. Here, an autonomous wire feed system (AWFS) has been designed and integrated into the GMAW-WAAM to eliminate such issues. It fine-tunes the wire feed speed (WFS) and maintains a steady flow of arc current. With this developed system, initially, twenty single beads are deposited using ER70S-6 feedstock under different conditions of welding voltage (U), travel speed (TS), and WFS. Later on, an optimum deposit condition has been formulated using response surface methodology-RSM (U ≈ 21.7 V, TS ≈ 8.6%, and WFS ≈ 2.7 m/min). Under this deposit condition, thin-layered parts are manufactured, where inter-layer dwell time (IDT) is only varied (from 2 to 4 min) to illustrate its significance over metallographic and mechanical performances. It is observed that with increasing IDTs, the morphological attributes of the deposit are improved (straight side wall with low surface waviness) with a reduction in grain size that further boosts the hardness and mechanical performances (increased strength and wear resistance). The occurrence of compressive residual stress could additionally support the enhancements in mechanical strength. In addition to the improvements in mechanical performances, the anisotropy in mechanical strength was also reduced (< 5%). Moreover, bulk texture analysis ensures similar fiber texture evolutions along different deposit sections with a least variation in the texture intensity, which point towards isotropicity in the as-fabricated part.</description><subject>Adaptive control</subject><subject>Additive manufacturing</subject><subject>Advanced manufacturing technologies</subject><subject>Anisotropy</subject><subject>Arc deposition</subject><subject>CAE) and Design</subject><subject>Compressive properties</subject><subject>Compressive strength</subject><subject>Computer-Aided Engineering (CAD</subject><subject>Dwell time</subject><subject>Energy management</subject><subject>Engineering</subject><subject>Feed systems</subject><subject>Gas metal arc welding</subject><subject>Grain size</subject><subject>Industrial and Production Engineering</subject><subject>Manufacturing</subject><subject>Mechanical Engineering</subject><subject>Media Management</subject><subject>Original Article</subject><subject>Raw materials</subject><subject>Residual stress</subject><subject>Response surface methodology</subject><subject>Stainless steel</subject><subject>Steady flow</subject><subject>Surface waviness</subject><subject>Texture</subject><subject>Thermal energy</subject><subject>Wear resistance</subject><subject>Welding wire</subject><subject>Wire</subject><issn>0268-3768</issn><issn>1433-3015</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2025</creationdate><recordtype>article</recordtype><recordid>eNp9kd9qFjEQxYMo-Fl9Aa8CXkcnyf5JvCulVqFQqHod8iWzNSWbXZOspS_kc5qvK3jn1XCG8zsDcwh5y-E9Bxg_FAA-AgPRMS614kw8IwfeSckk8P45OYAYFJPjoF6SV6XcN_vAB3Ugv8-9XWv4hdQtqeYl0mWiU4gRM30IGWlZET0NaVc2O2q9D0_EbNM2WVe3HNLdRxrmtYkTH1LFzKJ9bCH-AWOkNcxIl0RnrDbGLd8FZyO1ybeN-2HTLtstV8sp4fJ2hK9soB7XpYRaXpMXk40F3_ydZ-T7p8tvF5_Z9c3Vl4vza-YEQGXCe6Ww17pXUgktOiuGXnkYRj-C0hyd9bLtOGruj3rqjopz1zkPvRu7o5Nn5N2eu-bl54almvtly6mdNJL3oHuhoWsusbtcXkrJOJk1h9nmR8PBnPowex-m9WGe-jCiQXKHynr6F-Z_0f-h_gCdH4-h</recordid><startdate>2025</startdate><enddate>2025</enddate><creator>Pattanayak, Suvranshu</creator><creator>Sahoo, Susanta Kumar</creator><creator>Prajapati, Ashish Kumar</creator><creator>Sahoo, Ananda Kumar</creator><creator>Upadhyay, Chandramani</creator><creator>Satpathy, Mantra Prasad</creator><general>Springer London</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>2025</creationdate><title>Adaptive control of filler wire speed in wire arc additive manufacturing: impact of inter-layer dwell time on metallurgical and mechanical aspects of ER70S-6 deposits</title><author>Pattanayak, Suvranshu ; 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The prime cause for these issues is improper thermal energy management due to the current controlled wire feeding mechanism. Here, an autonomous wire feed system (AWFS) has been designed and integrated into the GMAW-WAAM to eliminate such issues. It fine-tunes the wire feed speed (WFS) and maintains a steady flow of arc current. With this developed system, initially, twenty single beads are deposited using ER70S-6 feedstock under different conditions of welding voltage (U), travel speed (TS), and WFS. Later on, an optimum deposit condition has been formulated using response surface methodology-RSM (U ≈ 21.7 V, TS ≈ 8.6%, and WFS ≈ 2.7 m/min). Under this deposit condition, thin-layered parts are manufactured, where inter-layer dwell time (IDT) is only varied (from 2 to 4 min) to illustrate its significance over metallographic and mechanical performances. It is observed that with increasing IDTs, the morphological attributes of the deposit are improved (straight side wall with low surface waviness) with a reduction in grain size that further boosts the hardness and mechanical performances (increased strength and wear resistance). The occurrence of compressive residual stress could additionally support the enhancements in mechanical strength. In addition to the improvements in mechanical performances, the anisotropy in mechanical strength was also reduced (< 5%). Moreover, bulk texture analysis ensures similar fiber texture evolutions along different deposit sections with a least variation in the texture intensity, which point towards isotropicity in the as-fabricated part.</abstract><cop>London</cop><pub>Springer London</pub><doi>10.1007/s00170-024-13981-2</doi><tpages>21</tpages></addata></record> |
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subjects | Adaptive control Additive manufacturing Advanced manufacturing technologies Anisotropy Arc deposition CAE) and Design Compressive properties Compressive strength Computer-Aided Engineering (CAD Dwell time Energy management Engineering Feed systems Gas metal arc welding Grain size Industrial and Production Engineering Manufacturing Mechanical Engineering Media Management Original Article Raw materials Residual stress Response surface methodology Stainless steel Steady flow Surface waviness Texture Thermal energy Wear resistance Welding wire Wire |
title | Adaptive control of filler wire speed in wire arc additive manufacturing: impact of inter-layer dwell time on metallurgical and mechanical aspects of ER70S-6 deposits |
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