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Green Production Planning and Control Model with ABC under Industry 4.0 for the Paper Industry

Author

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  • Wen-Hsien Tsai

    (Department of Business Administration, National Central University, Jhongli, Taoyuan 32001, Taiwan)

  • Shang-Yu Lai

    (Department of Business Administration, National Central University, Jhongli, Taoyuan 32001, Taiwan)

Abstract

In the last 20 years, with the liberalization of the economy, and the trend of industrial globalization, people have gradually paid more attention to environmental protection. With the tremendous advances in information technology, enterprises facing such a severe impact on the business operations, business administrative models must be innovative and adaptable in order to survive and flourish. The paper industry is not only a highly polluting industry, but in the case of long-term overcapacity, the price of paper products is often suppressed, which lowers profitability. The purpose of this study, which is based on the production data of a paper company, is to pose a mathematical programming decision model which integrates green manufacturing technologies, activity-based costing (ABC), and the theory of constraint (TOC); this model should assist in preparing the best production plans, and achieve the optimal profitable product mix. In addition, this study also proposes that the most popular related technologies developed by Industry 4.0 be applied to production control in recent years in order to enhance production efficiency and quality. The findings of this study should contribute to the improvement of the competitiveness of the paper industry, and provide insights into the value of an integrated mathematical programming model applied for product-mix decision. At the same time, we have also applied the related technologies developed by Industry 4.0 to machine maintenance and quality control in manufacturing workshops. With its tremendous benefits, we can actively arouse the industry’s understanding of, and attention to, Industry 4.0, thereby increasing the interest in industrial 4.0-related technology investments.

Suggested Citation

  • Wen-Hsien Tsai & Shang-Yu Lai, 2018. "Green Production Planning and Control Model with ABC under Industry 4.0 for the Paper Industry," Sustainability, MDPI, vol. 10(8), pages 1-29, August.
  • Handle: RePEc:gam:jsusta:v:10:y:2018:i:8:p:2932-:d:164328
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    References listed on IDEAS

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    1. Tsai, Wen-Hsien & Yang, Chih-Hao & Chang, Jui-Chu & Lee, Hsiu-Li, 2014. "An Activity-Based Costing decision model for life cycle assessment in green building projects," European Journal of Operational Research, Elsevier, vol. 238(2), pages 607-619.
    2. Upham, Paul & Raper, David & Thomas, Callum & McLellan, Mark & Lever, Martin & Lieuwen, Arthur, 2004. "Environmental capacity and European air transport: stakeholder opinion and implications for modelling," Journal of Air Transport Management, Elsevier, vol. 10(3), pages 199-205.
    3. Liming Zhang & Wei Yang & Yuan Yuan & Rui Zhou, 2017. "An Integrated Carbon Policy-Based Interactive Strategy for Carbon Reduction and Economic Development in a Construction Material Supply Chain," Sustainability, MDPI, vol. 9(11), pages 1-15, November.
    4. Zhou, Haibo & Yang, Yi & Chen, Yao & Zhu, Joe, 2018. "Data envelopment analysis application in sustainability: The origins, development and future directions," European Journal of Operational Research, Elsevier, vol. 264(1), pages 1-16.
    5. Wendy Y. Chen & C.Y. Jim, 2011. "Resident valuation and expectation of the urban greening project in Zhuhai, China," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 54(7), pages 851-869, October.
    6. Kee, Robert & Schmidt, Charles, 2000. "A comparative analysis of utilizing activity-based costing and the theory of constraints for making product-mix decisions," International Journal of Production Economics, Elsevier, vol. 63(1), pages 1-17, January.
    7. Tsai, Wen-Hsien & Hsu, Jui-Ling, 2008. "Corporate social responsibility programs choice and costs assessment in the airline industry—A hybrid model," Journal of Air Transport Management, Elsevier, vol. 14(4), pages 188-196.
    8. Pati, Rupesh Kumar & Vrat, Prem & Kumar, Pradeep, 2006. "Economic analysis of paper recycling vis-a-vis wood as raw material," International Journal of Production Economics, Elsevier, vol. 103(2), pages 489-508, October.
    9. Wen-Hsien Tsai & Jui-Ling Hsu & Chia-Hsin Chen & Yu-Wei Chou & Sin-Jin Lin & Wan-Rung Lin, 2010. "Application of ABC in hot spring country inn," International Journal of Management and Enterprise Development, Inderscience Enterprises Ltd, vol. 8(2), pages 152-174.
    10. Tsai, Wen-Hsien & Lin, Sin-Jin & Liu, Jau-Yang & Lin, Wan-Rung & Lee, Kuen-Chang, 2011. "Incorporating life cycle assessments into building project decision-making: An energy consumption and CO2 emission perspective," Energy, Elsevier, vol. 36(5), pages 3022-3029.
    11. Dariush Khezrimotlagh & Yao Chen, 2018. "Data Envelopment Analysis," International Series in Operations Research & Management Science, in: Decision Making and Performance Evaluation Using Data Envelopment Analysis, chapter 0, pages 217-234, Springer.
    12. Georgiadis, Patroklos & Vlachos, Dimitrios, 2004. "The effect of environmental parameters on product recovery," European Journal of Operational Research, Elsevier, vol. 157(2), pages 449-464, September.
    13. Mayor, Karen & Tol, Richard S.J., 2008. "The impact of the EU–US Open Skies agreement on international travel and carbon dioxide emissions," Journal of Air Transport Management, Elsevier, vol. 14(1), pages 1-7.
    14. Karen Mayor & Richard S.J. Tol, 2007. "The Impact of the EU-US Open Skies Agreement on International Travel and Carbon Dioxide Emissions," Papers WP191, Economic and Social Research Institute (ESRI).
    15. Glock, C. H. & Jaber, M. Y., 2013. "Learning effects and the phenomenon of moving bottlenecks in a two-stage production system," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 62486, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    16. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    17. Wen-Hsien Tsai & Jui-Ling Hsu & Chia-Hsin Chen, 2007. "Integrating activity-based costing and revenue management approaches to analyse the remanufacturing outsourcing decision with qualitative factors," International Journal of Revenue Management, Inderscience Enterprises Ltd, vol. 1(4), pages 367-387.
    18. Xiaoyan Wang & Minggao Xue & Lu Xing, 2018. "Analysis of Carbon Emission Reduction in a Dual-Channel Supply Chain with Cap-And-Trade Regulation and Low-Carbon Preference," Sustainability, MDPI, vol. 10(3), pages 1-18, February.
    19. Plenert, Gerhard, 1993. "Optimizing theory of constraints when multiple constrained resources exist," European Journal of Operational Research, Elsevier, vol. 70(1), pages 126-133, October.
    20. Tsai, Wen-Hsien, 1996. "A technical note on using work sampling to estimate the effort on activities under activity-based costing," International Journal of Production Economics, Elsevier, vol. 43(1), pages 11-16, May.
    21. Tsai, Wen-Hsien & Kuo, Lopin, 2004. "Operating costs and capacity in the airline industry," Journal of Air Transport Management, Elsevier, vol. 10(4), pages 269-275.
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    2. Aitor Goti & Alberto De la Calle & María José Gil & Ander Errasti & Pedro R. D. Bom & Pablo García-Bringas, 2018. "Development and Application of an Assessment Complement for Production System Audits Based on Data Quality, IT Infrastructure, and Sustainability," Sustainability, MDPI, vol. 10(12), pages 1-18, December.
    3. Shaio Yan Huang & An An Chiu & Po Chi Chao & Arniati Arniati, 2019. "Critical Success Factors in Implementing Enterprise Resource Planning Systems for Sustainable Corporations," Sustainability, MDPI, vol. 11(23), pages 1-42, November.
    4. Paula Morella & María Pilar Lambán & Jesús Royo & Juan Carlos Sánchez & Jaime Latapia, 2023. "Technologies Associated with Industry 4.0 in Green Supply Chains: A Systematic Literature Review," Sustainability, MDPI, vol. 15(12), pages 1-24, June.
    5. Maria-Victòria Sánchez-Rebull & Angels Niñerola & Ana-Beatriz Hernández-Lara, 2023. "After 30 Years, What Has Happened to Activity-Based Costing? A Systematic Literature Review," SAGE Open, , vol. 13(2), pages 21582440231, June.
    6. L. Thiruvarasu Letchumanan & Hamed Gholami & Noordin Mohd Yusof & Nor Hasrul Akhmal Bin Ngadiman & Anas A. Salameh & Dalia Štreimikienė & Fausto Cavallaro, 2022. "Analyzing the Factors Enabling Green Lean Six Sigma Implementation in the Industry 4.0 Era," Sustainability, MDPI, vol. 14(6), pages 1-15, March.
    7. Andreas Felsberger & Gerald Reiner, 2020. "Sustainable Industry 4.0 in Production and Operations Management: A Systematic Literature Review," Sustainability, MDPI, vol. 12(19), pages 1-39, September.
    8. Mariani, Marcello & Borghi, Matteo, 2019. "Industry 4.0: A bibliometric review of its managerial intellectual structure and potential evolution in the service industries," Technological Forecasting and Social Change, Elsevier, vol. 149(C).
    9. Anna Adamik & Michał Nowicki & Andrius Puksas, 2022. "Energy Oriented Concepts and Other SMART WORLD Trends as Game Changers of Co-Production—Reality or Future?," Energies, MDPI, vol. 15(11), pages 1-38, June.
    10. Krzysztof Ejsmont & Bartlomiej Gladysz & Aldona Kluczek, 2020. "Impact of Industry 4.0 on Sustainability—Bibliometric Literature Review," Sustainability, MDPI, vol. 12(14), pages 1-29, July.
    11. Wen-Hsien Tsai & Yin-Hwa Lu, 2018. "A Framework of Production Planning and Control with Carbon Tax under Industry 4.0," Sustainability, MDPI, vol. 10(9), pages 1-24, September.

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