A multi-dimensional data integration approach for machining system multi-level energy consumption modeling and prediction.

Zhigang Jiang

Yuxuan Chen Hua Zhang 0012 Wei Yan 0010 Xumei Zhang Zhigang Jiang Ying Liu 0004 A multi-dimensional data integration approach for machining system multi-level energy consumption modeling and prediction. 2026 February 245-266 39 Int. J. Comput. Integr. Manuf. 2 https://doi.org/10.1080/0951192x.2025.2478011 db/journals/ijcim/ijcim39.html#ChenZYZJL26 streams/journals/ijcim

Siqi Wang Zhigang Jiang Bilian Sun Yanan Wang Yonglong Zeng A carbon emission prediction model of mechanical parts machining based on structural design parameters. 2026 May 672-684 39 Int. J. Comput. Integr. Manuf. 4-5 https://doi.org/10.1080/0951192x.2025.2550708 db/journals/ijcim/ijcim39.html#WangJSWZ26 streams/journals/ijcim

Haiyang Zhang Wei Yan 0010 Chong Chen 0010 Ying Liu 0004 Qingtao Liu Xiaolei Liang Zhigang Jiang A Physics-Informed Multimodal Transformer Model for Machining Energy Consumption Prediction. 2026 26 J. Comput. Inf. Sci. Eng. 10 https://doi.org/10.1115/1.4070798 db/journals/jcise/jcise26.html#ZhangYCLLLJ26 streams/journals/jcise

Meihang Zhang Hua Zhang 0012 Wei Yan 0010 Zhigang Jiang Rui Tian High-Precision machining energy consumption prediction based on multi-sensor data fusion and Ns-Transformer network. 126903 2025 273 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.126903 db/journals/eswa/eswa273.html#ZhangZYJT25 streams/journals/eswa

Yanhong Wang Shuqiao Dai Zhigang Jiang Qingshan Gong A recycling model based on blockchain and reverse logistics for remanufacturing. 62-78 2025 January 38 Int. J. Comput. Integr. Manuf. 1 https://doi.org/10.1080/0951192x.2023.2294459 db/journals/ijcim/ijcim38.html#WangDJG25 streams/journals/ijcim

Jue Wang 0014 Xueze Song Roozbeh Yousefi Zhigang Jiang Optimal Learning and Management of Threatened Species. 4757-4776 2025 71 Manag. Sci. 6 https://doi.org/10.1287/mnsc.2023.01753 db/journals/mansci/mansci71.html#WangSYJ25 streams/journals/mansci

Yangkun Liu Guangdong Tian Xuesong Zhang Zhigang Jiang Multi-Objective Remanufacturing Processing Scheme Design and Optimization Considering Carbon Emissions. 266 2025 17 Symmetry 2 https://doi.org/10.3390/sym17020266 db/journals/symmetry/symmetry17.html#LiuTZJ25 streams/journals/symmetry

Jie Yang 0094 Zhigang Jiang Shuo Zhu Wei Yan Yanan Wang Feng Ma An adaptive design optimization method for remanufacturing upgrade of spent products considering bidirectional customization demands. 102598 2024 62 Adv. Eng. Informatics https://doi.org/10.1016/j.aei.2024.102598 db/journals/aei/aei62.html#YangJZYWM24

Cuixia Zhang Conghu Liu Huiying Mao Guangdong Tian Zhigang Jiang Wei Cai 0007 Wenbin Wang Integration of lean production and low-carbon optimization in remanufacturing assembly. 102789 2024 62 Adv. Eng. Informatics https://doi.org/10.1016/j.aei.2024.102789 db/journals/aei/aei62.html#ZhangLMTJCW24 streams/journals/aei

Meihang Zhang Hua Zhang 0012 Wei Yan 0010 Lin Zhang Zhigang Jiang Multi-objective optimization enabling CFRP energy-efficient milling based on deep reinforcement learning. 12531-12557 2024 December 54 Appl. Intell. 23 https://doi.org/10.1007/s10489-024-05800-8 db/journals/apin/apin54.html#ZhangZYZJ24 streams/journals/apin

Xugang Zhang Shuangli Zhu Shuqiao Dai Zhigang Jiang Qingshan Gong Yan Wang Optimization of third party take-back enterprise collection strategy based on blockchain and remanufacturing reverse logistics. 109846 2024 January 187 Comput. Ind. Eng. https://doi.org/10.1016/j.cie.2023.109846 db/journals/candie/candie187.html#ZhangZDJGW24

Xin Chen Shuo Zhu Zhigang Jiang Wei Yan 0010 Yanan Wang Hua Zhang 0012 A rule-driven method for disassembly sequence real-time planning of intelligent mixed-flow disassembly line. 110666 2024 198 Comput. Ind. Eng. https://doi.org/10.1016/j.cie.2024.110666 db/journals/candie/candie198.html#ChenZJYWZ24 streams/journals/candie

Qingshan Gong Junlin Li Zhigang Jiang Yan Wang A hierarchical integration scheduling method for flexible job shop with green lot splitting. 107595 2024 129 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2023.107595 db/journals/eaai/eaai129.html#GongLJW24

Jianhua Cao Zhigang Jiang Wei Hu Xuhui Xia Xiang Liu Xiaoqin Liu Xiong Bao Research on Teaching Mode and Platform Construction of Intelligent Manufacturing Practical Training Based on Digital Twins Under the Background of New Engineering. 387-391 2024 ICEIT https://doi.org/10.1109/ICEIT61397.2024.10541032 conf/iceit/2024 db/conf/iceit/iceit2024.html#CaoJHXLLB24

Xugang Zhang Qian He Hua Zhang 0012 Zhigang Jiang Yan Wang 0017 Big data-based research on active remanufacturing comprehensive benefits evaluation of mechanical product. 590-610 2023 April 36 Int. J. Comput. Integr. Manuf. 4 https://doi.org/10.1080/0951192x.2022.2128214 db/journals/ijcim/ijcim36.html#ZhangHZJW23

Naijie Chai Wenliang Zhou Zhigang Jiang Sustainable supplier selection using an intuitionistic and interval-valued fuzzy MCDM approach based on cumulative prospect theory. 710-737 2023 May 626 Inf. Sci. https://doi.org/10.1016/j.ins.2023.01.070 db/journals/isci/isci626.html#ChaiZJ23

Guangdong Tian Cheng Zhang Amir Mohammad Fathollahi-Fard Zhiwu Li 0001 Chaoyong Zhang Zhigang Jiang An Enhanced Social Engineering Optimizer for Solving an Energy-Efficient Disassembly Line Balancing Problem Based on Bucket Brigades and Cloud Theory. 7148-7159 2023 May 19 IEEE Trans. Ind. Informatics 5 https://doi.org/10.1109/TII.2022.3193866 db/journals/tii/tii19.html#TianZFLZJ23

Bingyang Wu Kun Qian 0021 Bo Li 0061 Yunfei Ma Qi Zhang Zhigang Jiang Jiayu Zhao Dennis Cai Ennan Zhai Xuanzhe Liu Xin Jin 0008 XRON: A Hybrid Elastic Cloud Overlay Network for Video Conferencing at Planetary Scale. 696-709 2023 SIGCOMM https://doi.org/10.1145/3603269.3604845 https://www.wikidata.org/entity/Q130864364 conf/sigcomm/2023 db/conf/sigcomm/sigcomm2023.html#WuQLMZJZCZLJ23

Wei Yan 0010 Xinyi Wang Qingshan Gong Xumei Zhang Hua Zhang 0012 Zhigang Jiang A service-oriented energy assessment system based on BPMN and machine learning. 1-13 2022 2 Auton. Intell. Syst. 1 https://doi.org/10.1007/s43684-022-00036-0 db/journals/auinsy/auinsy2.html#YanWGZZJ22

Hua Zhang 0012 Xue He Wei Yan 0010 Zhigang Jiang Shuo Zhu A machine learning-based approach for product maintenance prediction with reliability information conversion. 1-11 2022 2 Auton. Intell. Syst. 1 https://doi.org/10.1007/s43684-022-00033-3 db/journals/auinsy/auinsy2.html#ZhangHYJZ22

Zhigang Jiang Zhongzheng Xiang Jinhua Xu Ming Zhao LGT-Net: Indoor Panoramic Room Layout Estimation with Geometry-Aware Transformer Network. 1644-1653 2022 CVPR https://doi.org/10.1109/CVPR52688.2022.00170 conf/cvpr/2022 db/conf/cvpr/cvpr2022.html#JiangXXZ22

Zhigang Jiang Zhongzheng Xiang Jinhua Xu Ming Zhao LGT-Net: Indoor Panoramic Room Layout Estimation with Geometry-Aware Transformer Network. 2022 abs/2203.01824 CoRR https://doi.org/10.48550/arXiv.2203.01824 db/journals/corr/corr2203.html#abs-2203-01824

Shengqiang Li Hua Zhang 0012 Wei Yan 0010 Zhigang Jiang A hybrid method of blockchain and case-based reasoning for remanufacturing process planning. 1389-1399 2021 32 J. Intell. Manuf. 5 https://doi.org/10.1007/s10845-020-01618-6 db/journals/jim/jim32.html#LiZYJ21

Jun Ouyang Zhigang Jiang Shuo Zhu A Timing Decision-making Method for Active Remanufacturing Considering Reliability and Environmental Impact. 522-527 2021 CASE https://doi.org/10.1109/CASE49439.2021.9551608 conf/case/2021 db/conf/case/case2021.html#OuyangJZ21 Binbin Huang Guozhang Jiang Wei Yan 0010 Zhigang Jiang Chenxun Lu Hua Zhang 0012 Data-driven method for predicting energy consumption of machine tool spindle acceleration. 528-533 2021 CASE https://doi.org/10.1109/CASE49439.2021.9551682 conf/case/2021 db/conf/case/case2021.html#HuangJYJLZ21

Zhouyang Ding Zhigang Jiang Hua Zhang 0012 Wei Cai 0007 Ying Liu 0004 An integrated decision-making method for selecting machine tool guideways considering remanufacturability. 686-700 2020 33 Int. J. Comput. Integr. Manuf. 7 https://doi.org/10.1080/0951192X.2018.1550680 https://www.wikidata.org/entity/Q128869656 db/journals/ijcim/ijcim33.html#DingJZCL20

Xiao-Yong Zhu Hua Zhang 0012 Zhigang Jiang Application of green-modified value stream mapping to integrate and implement lean and green practices: A case study. 716-731 2020 33 Int. J. Comput. Integr. Manuf. 7 https://doi.org/10.1080/0951192X.2019.1667028 db/journals/ijcim/ijcim33.html#ZhuZJ20

Yanhong Wang Zhigang Jiang Xiaoli Hu Congbo Li Optimization of reconditioning scheme for remanufacturing of used parts based on failure characteristics. 101833 2020 61 Robotics Comput. Integr. Manuf. https://doi.org/10.1016/j.rcim.2019.101833 https://www.wikidata.org/entity/Q127557237 db/journals/rcim/rcim61.html#WangJHL20

Zhigang Jiang Zhouyang Ding Ying Liu Yan Wang 0017 Xiaoli Hu Yihua Yang A data-driven based decomposition-integration method for remanufacturing cost prediction of end-of-life products. 101838 2020 61 Robotics Comput. Integr. Manuf. https://doi.org/10.1016/j.rcim.2019.101838 https://www.wikidata.org/entity/Q127466438 db/journals/rcim/rcim61.html#JiangDLWHY20

Zhigang Jiang Ya Jiang Yan Wang 0017 Hua Zhang 0012 Huajun Cao Guangdong Tian A hybrid approach of rough set and case-based reasoning to remanufacturing process planning. 19-32 2019 30 J. Intell. Manuf. 1 https://doi.org/10.1007/s10845-016-1231-0 https://www.wikidata.org/entity/Q125823364 db/journals/jim/jim30.html#JiangJWZCT19

Xugang Zhang Xiuyi Ao Zhigang Jiang Hua Zhang 0012 Wei Cai 0007 A remanufacturing cost prediction model of used parts considering failure characteristics. 291-296 2019 59 Robotics Comput. Integr. Manuf. https://doi.org/10.1016/j.rcim.2019.04.013 https://www.wikidata.org/entity/Q127902277 db/journals/rcim/rcim59.html#ZhangAJZC19

Yan Liang Ying Liu 0004 Chong Chen 0010 Zhigang Jiang Extracting topic-sensitive content from textual documents - A hybrid topic model approach. 81-91 2018 70 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2017.12.010 db/journals/eaai/eaai70.html#LiangLCJ18

Shuo Zhu Hua Zhang 0012 Zhigang Jiang Qingshan Gong Research on Dynamic Integrated Energy Efficiency Model of CNC Machine Tools Based on DEVS. 1380-1385 2018 SMC https://doi.org/10.1109/SMC.2018.00241 conf/smc/2018 db/conf/smc/smc2018.html#Zhu0JG18

Qin Xiang Hua Zhang 0012 Zhigang Jiang Shuo Zhu Wei Yan 0010 A Decision-making Method for Active Remanufacturing Time Based on Environmental and Economic Indicators. 32-37 2016 12 Int. J. Online Eng. 12 https://doi.org/10.3991/ijoe.v12i12.6455 db/journals/ijoe/ijoe12.html#Xiang0JZY16

Wei Zhang You Wang Juhong Han Ming Gao Zhigang Jiang Shunyan Wang He Cai Liangping Xue Guofei An Hongyuan Wang Jie Zhou Composite thermally-induced focusing of a probe beam with Gaussian-distribution propagating through a cesium cell end-pumped by a LD. 1-5 2016 WOCC https://doi.org/10.1109/WOCC.2016.7506569 conf/wocc/2016 db/conf/wocc/wocc2016.html#ZhangWHGJWCXAWZ16

Xugang Zhang Hua Zhang 0012 Zhigang Jiang Yanhong Wang An integrated model for remanufacturing process route decision. 451-459 2015 28 Int. J. Comput. Integr. Manuf. 5 https://doi.org/10.1080/0951192X.2014.880804 db/journals/ijcim/ijcim28.html#ZhangZJW15

Yanhong Wang Hua Zhang 0012 Zhigang Jiang Gang Zhao Data analysis and evaluation system for resource and environmental attributes in the manufacturing process. 372-381 2014 27 Int. J. Comput. Integr. Manuf. 4 https://doi.org/10.1080/0951192X.2012.685761 db/journals/ijcim/ijcim27.html#WangZJZ14

Zhigang Jiang Wei Huang 0024 Ilsun You Zhuzhong Qian Sanglu Lu Thermal-Aware Task Placement with Dynamic Thermal Model in an Established Datacenter. 1-8 2014 IMIS https://doi.org/10.1109/IMIS.2014.1 https://doi.ieeecomputersociety.org/10.1109/IMIS.2014.1 conf/imis/2014 db/conf/imis/imis2014.html#JiangHYQL14

Zhigang Jiang Jinlong Yuan Enmin Feng Robust identification and its properties of nonlinear bilevel multi-stage dynamic system. 6979-6985 2013 219 Appl. Math. Comput. 12 https://doi.org/10.1016/j.amc.2012.12.082 db/journals/amc/amc219.html#JiangYF13

Zhigang Jiang Hua Zhang 0012 Wei Yan 0010 Min Zhou Gongfa Li A method for evaluating environmental performance of machining systems. 488-495 2012 25 Int. J. Comput. Integr. Manuf. 6 https://doi.org/10.1080/0951192X.2011.638323 db/journals/ijcim/ijcim25.html#JiangZYZL12

Shianling Wu Laung-Terng Wang Xiaoqing Wen Zhigang Jiang Lang Tan Yu Zhang Yu Hu 0001 Wen-Ben Jone Michael S. Hsiao James Chien-Mo Li Jiun-Lang Huang Lizhen Yu Using Launch-on-Capture for Testing Scan Designs Containing Synchronous and Asynchronous Clock Domains. 455-463 2011 30 IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 3 https://doi.org/10.1109/TCAD.2010.2092510 db/journals/tcad/tcad30.html#WuWWJTZHJHLHY11

Shianling Wu Laung-Terng Wang Lizhen Yu Hiroshi Furukawa Xiaoqing Wen Wen-Ben Jone Nur A. Touba FeiFei Zhao Jinsong Liu Hao-Jan Chao Fangfang Li Zhigang Jiang Logic BIST Architecture Using Staggered Launch-on-Shift for Testing Designs Containing Asynchronous Clock Domains. 358-366 2010 DFT https://doi.org/10.1109/DFT.2010.50 https://doi.ieeecomputersociety.org/10.1109/DFT.2010.50 conf/dft/2010 db/conf/dft/dft2010.html#WuWYFWJTZLCLJ10 Gongfa Li Jianyi Kong Guozhang Jiang Hua Zhang 0012 Zhigang Jiang Gang Zhao Liangxi Xie Energy Efficiency Evaluation for Iron and Steel High Energy Consumption Enterprise. 684-690 2010 ISIA https://doi.org/10.1007/978-3-642-19853-3_101 conf/isia/2010 db/conf/isia/isia2010.html#LiKJZJZX10 Laung-Terng Wang Nur A. Touba Zhigang Jiang Shianling Wu Jiun-Lang Huang James Chien-Mo Li CSER: BISER-based concurrent soft-error resilience. 153-158 2010 VTS https://doi.org/10.1109/VTS.2010.5469588 conf/vts/2010 db/conf/vts/vts2010.html#WangTJWHL10

Zhigang Jiang Sandeep K. Gupta 0001 Threshold Testing: Improving Yield for Nanoscale VLSI. 1883-1895 2009 28 IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 12 https://doi.org/10.1109/TCAD.2009.2032375 db/journals/tcad/tcad28.html#JiangG09

Laung-Terng Wang Xiaoqing Wen Shianling Wu Zhigang Wang Zhigang Jiang Boryau Sheu Xinli Gu VirtualScan: Test Compression Technology Using Combinational Logic and One-Pass ATPG. 122-130 2008 25 IEEE Des. Test Comput. 2 https://doi.org/10.1109/MDT.2008.56 http://doi.ieeecomputersociety.org/10.1109/MDT.2008.56 db/journals/dt/dt25.html#WangWWWJSG08

Shianling Wu Laung-Terng Wang Zhigang Jiang Jiayong Song Boryau Sheu Xiaoqing Wen Michael S. Hsiao James Chien-Mo Li Jiun-Lang Huang Ravi Apte On Optimizing Fault Coverage, Pattern Count, and ATPG Run Time Using a Hybrid Single-Capture Scheme for Testing Scan Designs. 143-151 2008 DFT https://doi.org/10.1109/DFT.2008.29 https://doi.ieeecomputersociety.org/10.1109/DFT.2008.29 conf/dft/2008 db/conf/dft/dft2008.html#WuWJSSWHJLHA08 Hiroshi Furukawa Xiaoqing Wen Laung-Terng Wang Boryau Sheu Zhigang Jiang Shianling Wu A Novel and Practical Control Scheme for Inter-Clock At-Speed Testing. 1-10 2006 ITC https://doi.org/10.1109/TEST.2006.297641 conf/itc/2006 db/conf/itc/itc2006.html#FurukawaWWSJW06 Zhigang Jiang Sandeep K. Gupta 0001 Threshold testing: Covering bridging and other realistic faults. 390-397 2005 conf/ats/2005 Asian Test Symposium https://doi.org/10.1109/ATS.2005.108 https://doi.ieeecomputersociety.org/10.1109/ATS.2005.108 db/conf/ats/ats2005.html#JiangG05 Shianling Wu Laung-Terng Wang Jin Woo Cho Zhigang Jiang Boryau Sheu Test compression and logic BIST at your fingertips. 2 2005 ITC https://doi.org/10.1109/TEST.2005.1584111 https://doi.ieeecomputersociety.org/10.1109/TEST.2005.1584111 conf/itc/2005 db/conf/itc/itc2005.html#WuWCJS05

Md. Saffat Quasem Zhigang Jiang Sandeep K. Gupta 0001 Benefits of a SoC-Specific Test Methodology. 68-77 2003 20 IEEE Des. Test Comput. 3 https://doi.org/10.1109/MDT.2003.1198688 http://doi.ieeecomputersociety.org/10.1109/MDT.2003.1198688 db/journals/dt/dt20.html#QuasemJG03

Zhigang Jiang Sandeep K. Gupta 0001 A Test Generation Approach for Systems-on-Chip that Use Intellectual Property Cores. 278-283 2003 conf/ats/2003 Asian Test Symposium https://doi.org/10.1109/ATS.2003.1250823 https://doi.ieeecomputersociety.org/10.1109/ATS.2003.1250823 db/conf/ats/ats2003.html#JiangG03 Zhigang Jiang Sandeep K. Gupta 0001 An ATPG for Threshold Testing: Obtaining Acceptable Yield in Future Processes. 824-833 2002 conf/itc/2002 ITC https://doi.org/10.1109/TEST.2002.1041836 https://doi.ieeecomputersociety.org/10.1109/TEST.2002.1041836 db/conf/itc/itc2002.html#JiangG02 Guofei An Xiuyi Ao Ravi Apte Xiong Bao Dennis Cai He Cai Wei Cai 0007 Huajun Cao Jianhua Cao Naijie Chai Hao-Jan Chao Chong Chen 0010 Xin Chen Yuxuan Chen Jin Woo Cho Shuqiao Dai Zhouyang Ding Amir Mohammad Fathollahi-Fard Enmin Feng Hiroshi Furukawa Ming Gao Qingshan Gong Xinli Gu Sandeep Gupta 0001Sandeep K. Gupta 0001 Juhong Han Qian He Xue He Michael S. Hsiao Wei Hu Xiaoli Hu Yu Hu 0001 Binbin Huang Jiun-Lang Huang Wei Huang 0024 Guozhang Jiang Ya Jiang Xin Jin 0008 Wen-Ben Jone Jianyi Kong Bo Li 0061 Chien-Mo James LiJames Chien-Mo Li Congbo Li Fangfang Li Gongfa Li Junlin Li Shengqiang Li Zhiwu Li 0001 Xiaolei Liang Yan Liang Conghu Liu Jinsong Liu Qingtao Liu Xiang Liu Xiaoqin Liu Xuanzhe Liu Yangkun Liu Ying Liu Ying Liu 0004 Chenxun Lu Sanglu Lu Feng Ma Yunfei Ma Huiying Mao Jun Ouyang Kun Qian 0021 Zhuzhong Qian Md. Saffat Quasem Boryau Sheu Jiayong Song Xueze Song Bilian Sun Lang Tan Guangdong Tian Rui Tian Nur A. Touba Hongyuan Wang Jue Wang 0014 Laung-Terng Wang Shunyan Wang Siqi Wang Wenbin Wang Xinyi Wang Yan Wang Yan Wang 0017 Yanan Wang Yanhong Wang You Wang Zhigang Wang Xiaoqing Wen Bingyang Wu Shianling Wu Xuhui Xia Qin Xiang Zhongzheng Xiang Liangxi Xie Jinhua Xu Liangping Xue Wei Yan Wei Yan 0010 Jie Yang 0094 Yihua Yang Ilsun You Roozbeh Yousefi Lizhen Yu Jinlong Yuan Yonglong Zeng Ennan Zhai Chaoyong Zhang Cheng Zhang Cuixia Zhang Haiyang Zhang Hua Zhang 0012 Lin Zhang Meihang Zhang Qi Zhang Wei Zhang Xuesong Zhang Xugang Zhang Xumei Zhang Yu Zhang FeiFei Zhao Gang Zhao Jiayu Zhao Ming Zhao Jie Zhou Min Zhou Wenliang Zhou Shuangli Zhu Shuo Zhu Xiao-Yong Zhu