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Journals (2016-2020)


  • Bosman, L., N. Hartman, and J. Sutherland, “How Manufacturing Firm Characteristics Can Influence Decision Making for Investing in Industry 4.0 Technologies,” J. of Manufacturing Technology Mgmt., Vol. 31/5, 2020, pp. 1117-1141.
  • Lee, W. J., Mendis, G.P., Triebe, M.J., and Sutherland, J.W., “Monitoring of a machining process using kernel principal component analysis and kernel density estimation,” Journal of Intelligent Manufacturing, 31(5), 2020, 1175-1189,
  • Ren, Y., Meng, L., Zhang, C., Zhao, F., Saif, U., Huang, A., Mendis, G.P., Sutherland, J.W., “An efficient metaheuristic for sequence-dependent disassembly planning,” Journal of Cleaner Production, 245, 2020, p.118644,
  • Lee, W. J., Wu, H., Huang, A., and Sutherland, J. W., “Learning via Acceleration Spectrograms of DC Motor System with Application to Condition Monitoring,” Intl. Journal of Advanced Manufacturing Tech., 106(3-4), 2020, p.803–816.
  • Jenkins, T., Jin, E., and J.W. Sutherland, “Effect of Harvest Region Shape, Biomass Yield, and Plant Location on Optimal Biofuel Facility Size,” Forest Policy and Economics, 111, 2020, p.102053,
  • Wang, C., Zhao, L., Lim, M.K., Chen, W.Q. and Sutherland, J.W., "Structure of the global plastic waste trade network and the impact of China’s import ban," Resources, Conservation and Recycling, 153, 2020, p.104591.
  • Mathur, N., Singh, S., and Sutherland, J.W., “Promoting a Circular Economy in the Solar Photovoltaic Industry using Life Cycle Symbiosis,” Resources, Conservation & Recycling, 155, 2020, p.104649,
  • Seevers, J.-P., Jurczyk, K., Meschede, H., Hesselbach, J., Sutherland, J. W., “Automatic Detection of Manufacturing Equipment Cycles using Time Series,” ASME J. of Computing and Information Sci. in Eng., 20(3), 2020, p.031005,
  • Li, Y., Y. He, Y. Wang, F. Tao, and J. W. Sutherland, “An optimization method for energy-conscious production in flexible machining job shops with dynamic job arrivals and machine breakdowns,” J. of Cleaner Production, 254, 2020, p.120009,
  • Andler, J., Mathur, N., Sutherland, J.W., Zhao, F., Handwerker, C., “Guiding the environmental design of a novel solar absorber through life cycle assessment by identifying anticipated hot spots,” Journal of Cleaner Production, 258, 2020, p.120847,
  • Li, L., C. Guo, J. Yan, F. Zhao, J.W. Sutherland, “Exergy-based tool path evaluation method of material and energy flows to support the sustainable-oriented intelligent manufacturing,” Proc. of the Inst. of Mech. Engrs., Part C: Journal of Mechanical Engineering Science, 2020,
  • Liu, W., Li, L., Cai, W., Li, C., Li, L., Chen, X. and Sutherland, J.W., "Dynamic characteristics and energy consumption modelling of machine tools based on bond graph theory," Energy, 212, 2020, p.118767.
  • Ren, Y., Meng, L., Zhao, F., Zhang, C., Guo, H., Tian, Y., Tong, W. and Sutherland, J.W., "An improved general variable neighborhood search for a static bike-sharing rebalancing problem considering the depot inventory," Expert Systems with Applications, 160, 2020, p.113752.
  • Yildirim, A., Grant, J.C., Shams Es-haghi, S., Lee, W., Maruthamuthu, M.K., Verma, M., Sutherland, J.W., Cakmak, M., "Roll-to-Roll (R2R) Production of Large-Area High-Performance Piezoelectric Films Based on Vertically Aligned Nanocolumn Forests," Adv. Mater. Technol, 5(11), 2020, 2000553,
  • Ghadimi, P., O'Neill, S., Wang, C. and Sutherland, J.W., "Analysis of enablers on the successful implementation of green manufacturing for Irish SMEs," Journal of Manufacturing Technology Management, 32(1), 2020, p. 85.
  • Han, F., Li, L., Cai, W., Li, C., Deng, X., and Sutherland, J.W., "Parameters optimization considering the trade-off between cutting power and MRR based on Linear Decreasing Particle Swarm Algorithm in milling," Journal of Cleaner Production, 262, 2020, p.121388.
  • Qin, Z., Wu, Y. T., Huang, A., Lyu, S.K. and Sutherland, J.W., "Theoretical Design of a Novel Vibration Energy Absorbing Mechanism for Cables," Applied Sciences, 10(15), 2020, p. 5309.
  • Wang, Y., Perry, M.T., Whitlock, D.B., & Sutherland, J.W., “Detecting anomalies in time series data from a manufacturing system using recurrent neural networks,” SME Journal of Manufacturing Systems, 2020.

  • Zhou, L., Li, F., Zhao, F., Li, J. and Sutherland, J.W., “Characterizing the effect of process variables on energy consumption in end milling,” International Journal of Advanced Manufacturing Technology, 2019, 101(9-12):2837-2848. 
  • Nayak, A., S. Lee, J. W. Sutherland, “Storage tradeoffs and optimal load scheduling for cooperative consumers in a microgrid with different load types,” IISE Transactions, 2019, 51:4, pp. 397-405. DOI: 10.1080/24725854.2018.1460517.
  • Li, L., H. Huang, F. Zhao, X. Zou, G.P. Mendis, X. Luan, Z. Liu, J.W. Sutherland, “Modeling and analysis of the process energy for cylindrical drawing,” ASME J. of Manf. Sci. and Engr., 2019, 141:2, 021001.
  • Wang, H., F. Zhao, H. Gao, J.W Sutherland, “A three-stage method with efficient calculation for lot streaming flow-shop scheduling,” Frontiers of Information Technology & Electronic Engineering, 2019, 20(7), pp. 1002-1020. DOI: 10.1631/FITEE.1700457.
  • Lu, Q., G. Zhou, F. Zhao, Y. Ren, L. Li, X. Luan, J.W. Sutherland, “Topology optimization of oilstone components considering carbon emissions associated with honing processes,” J. of Cleaner Production, 2019, 225(10), pp. 181-195.
  • Jin, H., Song, B. D., Yih, Y., Sutherland, J. W., “A bi-objective network design for value recovery of NdFeB magnets: A case study of the United States,” Journal of Cleaner Production, 2019, 211, pp. 257-269, DOI: 10.1016/j.jclepro.2018.11.101.
  • Jiang, Z., H. Wang, H. Zhang, G. Mendis, and J.W. Sutherland, “Value recovery options portfolio optimization for remanufacturing end of life product,” J. of Cleaner Production, 2019, Vol. 210, pp. 419-431.
  • Richter, J.S., Mendis, G.P., Nies, L. and Sutherland, J.W., “A method for economic input-output social impact analysis with application to U.S. advanced manufacturing,” Journal of Cleaner Production, 2019, 212, pp. 302-312.
  • Hutchins, M.J., Richter, J.S., Henry, M.L. and Sutherland, J.W., “Development of indicators for the social dimension of sustainability in a U.S. business context,” Journal of Cleaner Production, 2019, 212, pp. 687-697.
  • Zhang, T., Zhao, F., Zhang, J., Mendis, G., Ru, Y. and Sutherland, J.W., “An Approximation of the Customer Waiting Time for Online Restaurants Owning Delivery System,” Journal of Systems Science and Complexity, 2019, pp. 1-25.
  • Tong, W., Mu, D., Zhao, F., Mendis, G.P. and Sutherland, J.W., “The impact of cap-and-trade mechanism and consumers’ environmental preferences on a retailer-led supply Chain,” Resources, Conservation and Recycling, 2019, 142, pp.88-100. 
  • Tong, W., Du, J., Zhao, F., Mu, D. and Sutherland, J.W., “Optimal Joint Production and Emissions Reduction Strategies Considering Consumers’ Environmental Preferences: A Manufacturer’s Perspective,” Sustainability, 2019, 11(2), p.474.
  • Cong, L., Zhao, F. and Sutherland, J.W., “A design method to improve end-of-use product value recovery for circular economy,” ASME Journal of Mechanical Design, 2019, 141(4), p. 044502.
  • Zhao, J., L. Li, Y. Wang, J.W. Sutherland, “Impact of surface machining complexity on energy consumption and efficiency in CNC milling,” Intl. J. of Advanced Manufacturing Technology, 2019, 102, 2891–2905.
  • Li, L., Huang, H., Zhao, F., Zou, X., Lu, Q., Wang, Y., Liu, Z., and Sutherland, J. W., “Variations of Energy Demand with Process Parameters in Cylindrical Drawing of Stainless Steel,” ASME J. of Manf. Sci. and Engr., 2019, 141(9), 091002.
  • Wang, Y., Li, L., Hartman, N. W., and Sutherland, J. W., “Allocation of Assembly Tolerances to Minimize Costs,” CIRP Annals – Manufacturing Technology, 2019, 68(1), pp. 13-16.
  • Ghadimi, P., C. Wang, A.H. Azadnia, M.K. Lim, and J.W. Sutherland, “Life Cycle-based Environmental Performance Indicator for the Coal-to-energy Supply Chain: A Chinese Case Application,” Resources, Conservation & Recycling, 2019, 147, 28-38.
  • Jin, E., Mendis, G. P., and Sutherland, J. W., “Integrated sustainability assessment for a bioenergy system: a system dynamics model of switchgrass for cellulosic ethanol production in the U.S. Midwest,” J. of Cleaner Production, 2019, 234, 503-520.
  • Jin, H., D.W. Reed, Y. Fujita, V.S. Thompson, Y. Fujita, Y. Jiao, M. Crain-Zamora, J. Fisher, K. Scalzone, M. Griffel, D. Hartley, and J.W. Sutherland, “Sustainable bioleaching of rare earth elements from industrial waste materials using agricultural wastes,” ACS Sustainable Chemistry and Engineering, 2019, 7(18), 15311-15319,
  • Lu, Q., Ren, Y., Jin, H., Meng, L., Li, L., Zhang, C., Sutherland, J. W. “A hybrid metaheuristic algorithm for a profit-oriented and energy-efficient disassembly sequencing problem,” Robotics and Computer-Integrated Manufacturing, 2019, 61, 101828.
  • Ren, Y., Zhao, F., Jin, H., Jiao, Z., Meng, L., Zhang, C., Sutherland, J. W., “Rebalancing bike sharing systems for minimizing depot inventory and traveling costs,” IEEE Transactions on Intelligent Transportation Systems, 2019, 10.1109/TITS.2019.2935509.

  • Biel, K., F. Zhao, J. W. Sutherland, and C.H. Glock, “Flow Shop Scheduling with Grid-integrated Onsite Wind Power Using Stochastic MILP,” Intl. J. Production Research, Vol. 56(5), 2018, pp. 2076-2098,
  • Thompson, V. S., Gupta, M., Jin, H., Vahidi, E., Yim, M., Jindra, M. A., Nguyen, V., Fujita, Y., Sutherland, J. W., Jiao, Y., Reed, D. W., “Techno-Economic and Life Cycle Analysis for Bioleaching Rare Earth Elements from Waste Materials,” ACS Sustainable Chemistry & Engineering, 2018, DOI: 10.1021/acssuschemeng.7b02771.
  • Li, L., X. Deng, J. Zhao, F. Zhao, J. W. Sutherland, “Multi-objective optimization of tool path considering efficiency, energy-saving and carbon-emission for free-form surface milling," J. of Cleaner Production,” Vol. 172, 2018, pp. 3311-3322.
  • Jin, H., Song, B. D., Yih, Y., Sutherland, J. W., “Sustainable Value Recovery of NdFeB Magnets: A Multi-Objective Network Design and Genetic Algorithm,” ACS Sustainable Chemistry & Engineering, Vol. (6), 2018, p. 4767−4775, DOI: 10.1021/acssuschemeng.7b03933.
  • Jin, H., Afiuny, P., Dove, S., Furlan, G., Zakotnik, M., Yih, Y., Sutherland, J. W., “Life Cycle Assessment of Neodymium-Iron-Boron Magnet-to-Magnet Recycling for Electric Vehicle Motors,” Environmental Science & Technology, 52 (6), 2018, pp 3796–3802, DOI: 10.1021/acs.est.7b05442.
  • King, J.A., J.M. Tomasi, D.R. Klimek-McDonald, I. Miskioglu, G.M. Odegard, T.R. King, J.W. Sutherland, “Effects of Carbon Fillers on the Conductivity and Tensile Properties of Polyetheretherketone Composites,” Polymer Composites, Vol. 39 (S2), May 2018, p. E807-E816. DOI: 10.1002/pc.24250
  • Jin, H., Song, B. D., Mendis, G., Yih, Y., Sutherland, J. W., “A location-allocation model for sustainable NdFeB magnet recovery under uncertainties,” CIRP Annals, Vol. 67/1, 2018, pp. 37-40,
  • Zhang, T., F. Zhao, Y. Ru, and J. W. Sutherland, “Fresh produce retailing: A comparison of replenish-to-order and replenish-to-stock modes,” J. of Interdisciplinary Mathematics, Vol. 21/4, 2018, pp. 771-781.
  • Jin, E. and Sutherland, J.W., “An integrated sustainability model for a bioenergy system: Forest residues for electricity generation,” Biomass and Bioenergy, 119, 2018, pp.10-21.
  • Wang, Y., G.P. Mendis, S. Peng, and J.W. Sutherland, “Component-Oriented Reassembly in Remanufacturing Systems: Managing Uncertainty and Satisfying Customer Needs,” ASME J. Manf. Sci. Eng., 141(2), 2018, 021005-021005-12. doi:10.1115/1.4042150.
  • Zhang, T., J. Zhang, F. Zhao, Y. Ru, and J. W. Sutherland, “Allocating resources for a restaurant that serves regular and group-buying customers,” Electronic Commerce Res, 2018, pp. 1-31.
    Jin, E., Sutherland, J.W., "An integrated sustainability model for a bioenergy system: Forest residues for electricity generation," Biomass & Bioenergy, 2018, Vol. (119), pp 10-21, DOI: 10.1016/j.biombioe.2018.09.005.

  • Zhang, H., F. Zhao, and J. W. Sutherland, “Scheduling of a Single Flow Shop for Minimal Energy Cost under Real-time Electricity Pricing,” ASME Trans. J. of Manuf. Sci. and Eng., 139(1), 2017, doi: 10.1115/1.4034275.
  • Cong, L., F. Zhao, and J. W. Sutherland, “Integration of Dismantling Operations into a Value Recovery Plan for Circular Economy,” Journal of Cleaner Production, Vol. 149, 2017, pp. 378-386,
  • Zhang, F., Wang J., Liu, S., Zhang, S., Sutherland J. W., “Integrating GIS with Optimization Method for a Biofuel Feedstock Supply Chain,” Biomass and Bioenergy, Vol. 98, 2017, pp. 194-205,
  • Zhai, Y., K. Biel, F. Zhao, J. W. Sutherland, “Dynamic Scheduling of a Flow Shop with On-site Wind Generation for Energy Cost Reduction Under Real Time Electricity Pricing,” CIRP Annals-ManufacturingTechnology, Vol. 66/1, 2017. Pp. 41–44.
  • Cong, L., F. Zhao, and J. W. Sutherland, “A Method to Optimize Value Recovery from End-of-life Products Facilitated by Automated Dismantling Planning,” Clean Technologies and Environmental Policy, 2017.
  • Zhang, H., J. Cai, K. Fang, F. Zhao, and J. W. Sutherland, “Operational Optimization of a Grid-connected Factory with On-site Photovoltaic and Battery Storage Systems,” Applied Energy, Vol. 205, 2017, pp. 1538-1547,
  • Jin, H., D. Park, M. Gupta, A. Brewer, L. Ho, S. Singer, W. Bourcier, S. Woods, D. Reed, L. Lammers, J.W. Sutherland, and Y. Jiao, "Techno-Economic Assessment for Integrating Biosorption into Rare Earth Recovery Process," ACS Sustainable Chemistry & Engineering, 5(11), 2017, pp. 10148-10155.
  • Ma, Y., F. Qiao, F. Zhao, and J. W. Sutherland, "Dynamic Scheduling of a Semiconductor Production Line Based on Composite Rule Set," Applied Sciences, 7(10), 2017, p. 1052; doi:10.3390/app7101052.
  • Liu, Q., M. Zhan, F.O. Chekem, X. Shao, B. Ying, and J.W. Sutherland, "A hybrid fruit fly algorithm for solving flexible job-shop scheduling to reduce manufacturing carbon footprint," J. Cleaner Production, Vol. 168, 2017, pp. 668-678.
  • Liu, Q., Y. Tian, C. Wang, F.O. Chekern, and J.W. Sutherland, “Flexible Job-shop Scheduling for Reduced Manufacturing Carbon Footprint,” ASME Trans. J. of Manuf. Sci. and Eng., 140(6), 2018, doi:10.1115/1.4037710, an initial version also appeared in MSEC 2017.
  • Jin, H., Yih, Y., and Sutherland, J. W., “Modeling Operation and Inventory for Rare Earth Permanent Magnet Recovery under Supply and Demand Uncertainties,” SME Journal of Manufacturing Systems, Vol. 46, 2017, pp. 59-66.
  • Li, L., H. Huang, F. Zhao, J.W. Sutherland, and Z. Liu, "An Energy-Saving Method by Balancing the Load of Operations for Hydraulic Press," IEEE/ASME Transactions on Mechatronics, Vol. 22/6, 2017, p. 2673-2683.

  • Fang, K., N. Uhan, F. Zhao, and J. W. Sutherland, “Scheduling on a single machine under time-of-use electricity tariffs,” Annals of Operations Research, 2016, Vol. 238(1), pp. 199-227.
  • Mu D, C Wang, F Zhao, J. W. Sutherland, “Solving vehicle routing problem with simultaneous pickup and delivery service using parallel simulated annealing algorithm,” Intl. J. of Shipping and Transport Logistics, Vol. 8(1), 2016, pp. 81-106.
  • D'Arcy, J.B., Dasch, J.M., Gundrum, A.B., Rivera, J.L., Johnson, J.H., Carlson, D.H., & Sutherland, J.W., “Characterization of process air emissions in automotive production plants,” Journal of Occupational and Environmental Hygiene, Vol. 13(1), 2016, pp. 9-18.
  • Wang, J., F. Qiao, F. Zhao, and J. W. Sutherland, “Batch Scheduling for Minimal Energy Consumption and Tardiness under Uncertainties: a Heat Treatment Application,” CIRP Annals - Manufacturing Technology, Vol. 65(1), 2016, pp. 17-20.
  • Sutherland, J. W., J. S. Richter, M. J. Hutchins, D. Dornfeld, R. Dzombak, J. Mangold, S. Robinson, M. Z. Hauschild, A. Bonou, P. Schönsleben, F. Friemann, “The Role of Manufacturing in Affecting the Social Dimension of Sustainability,” CIRP Annals - Manufacturing Technology, Vol. 65(2), 2016, pp. 689-712.
  • Wang, J., F. Qiao, F. Zhao, and J. W. Sutherland, “A Data Driven Model for Energy Consumption in the Sintering Process,” ASME Trans. J. Manuf. Sci. Eng., 138(10), 2016, doi: 10.1115/1.4033661 2016.
  • Gao, M., H. Huang, Z. Liu, X. Li, and J. W. Sutherland, “Design and Optimization of the Slide Guide System of Hydraulic Press Based on Energy Loss Analysis,” Energies, 2016, 9(6), 434; doi:10.3390/en9060434.


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See Professor Sutherland's full CV for a complete list of all other publications