TS. NGUYỄN ĐỨC DUY

TS. NGUYỄN ĐỨC DUY

Chức vụ: Giảng viên

Địa chỉ làm việc: Phòng 101, B11, Khoa Cơ khí,trường Đại học Bách khoa, 268 Lý Thường Kiệt, Phường Diên Hồng, TP. HCM

Email: duy.nguyen@hcmut.edu.vn

Bộ môn: Kỹ thuật Hệ thống Công nghiệp
QUÁ TRÌNH ĐÀO TẠO

  • 2011-2016: Kỹ sư tại Trường Đại học Bách khoa – Đại học Quốc gia Hồ Chí Minh
  • 2016-2018: Thạc sĩ tại Đại học Thammasat – Thái Lan
  • 2018-2021: Tiến sĩ tại Đại học Thammasat – Thái Lan
  • 2021-2022: Đào tạo sau tiến sĩ tại Đại học LUT- Phần Lan.
CÁC MÔN HỌC THAM GIA GIẢNG DẠY

  • Vận trù học.
  • Hệ thống logistics thu hồi.
  • Ứng dụng trí tuệ nhân tạo trong chuỗi cung ứng.
  • Điều độ
  • Chuỗi cung ứng điện tử.
HƯỚNG NGHIÊN CỨU CHÍNH

  • Hướng nghiên cứu 1: Tối ưu hóa trong sản xuất và chuỗi cung ứng.
  • Hướng nghiên cứu 2: Phân tích và khoa học dữ liệu trong sản xuất và chuỗi cung ứng.
  • Hướng nghiên cứu 3: Số hóa, phát triển bền vững và hoạch định phục hồi.
CÔNG TRÌNH KHOA HỌC TIÊU BIỂU

a. Bài báo khoa học

Journal articles

  1. Cao, T. B. O., Nguyen, D. D., & Le, T. D. C. (2025). Optimising biomass re-collection centre locations for Vietnam’s growing bioenergy industry: An integrated DEMATL and GRA approach. Renewable Energy Focus, 100740.
  2. Luong, T.K., Pham, N.T.D., Nguyen, D.T., Hoang, T.A.T. and Nguyen, D.D. (2024) ‘Possibilistic programming for designing reverse logistics networks to handle e-commerce returns under uncertainty’, Int. J. Integrated Supply Management (Accepted)
  3. Ho, A.L.N., Mai, H.Q.K., Truong, T.P., Nguyen, G.H., Thach, N.D. and Nguyen, D.D. (2024) ‘Optimisation model for city healthcare vehicle routing problems with fuzzy time windows: a case study in Vietnam’, Int. J. Logistics Systems and Management (Accepted)
  4. Phan Ha, N. N., Nguyen, D. D., & Le, S. T. Q. (2024). Sustainable supplier selection in the apparel industry: an integrated AHP-TOPSIS model for multi-criteria decision analysis. Research Journal of Textile and Apparel.
  5. Hao, D. Q., Do, N. H., & Nguyen, D. D. (2024). New product development in the fast fashion industry: a case study in Vietnam. International Journal of Services and Operations Management, 48(1), 136-154.
  6. Nguyen, L. T. T., Nguyen, T. H. T., & Nguyen, D. D. (2024). An integrated FAHP and TOPSIS for supplier selection under uncertainty: a case study in electrical explosion protection and sensor company. International Journal of Applied Management Science, 16(3), 304-328.
  7. Wang C-N, Cao T-B-O, Duy Nguyen D, Dang T-T. Bi-objective optimisation modelling for biomass supply chain planning. Measurement and Control. 2024;57(8):1087-1098.
  8. Nguyen N. Q., Nguyen, D. D., Nguyen V. H., Do N.-H. (2023), “The designing of warehouse management information system: a case study in helmet company”, Int. J. of Services and Operations Management. (Accepted)
  9. Duc, D. N., & Nananukul, N. (2023). An integrated methodology based on machine-learning algorithms for biomass supply chain optimisation. International Journal of Logistics Systems and Management, 46(1), 47-75.
  10. Le, T. D. C., Nguyen, D. D., Oláh, J., & Pakurár, M. (2022). Clustering algorithm for a vehicle routing problem with time windows. Transport, 37(1), 17-27.
  11. Duc, D. N., Meejaroen, P., & Nananukul, N. (2021). Multi-objective models for biomass supply chain planning with economic and carbon footprint consideration. Energy Reports, 7, 6833-6843.
  12. Duy Nguyen Duc and Narameth Nananukul (2019). “Advanced Methodologies for Biomass Supply Chain Planning.” Processes 7(10): 659, 2019.
  13. Duy Nguyen Duc and Narameth Nananukul. “A Hybrid Methodology Based on Machine Learning for a Supply Chain Optimization Problem.” Journal of Physics: Conference Series. Vol. 1624. No. 5. IOP Publishing, 2020.
  14. Duy Nguyen Duc, Thong Tran Huu, & Narameth Nananukul. A Dynamic Route-Planning System Based on Industry 4.0 Technology. Algorithms, 13(12), 308, 2020.
  15. Thong Tran Huu, Duy Nguyen Duc, and Narameth Nananukul. “Machine Learning Model for a Dynamic Path Planning Problem.” Journal of Physics: Conference Series. Vol. 1624. No. 2. IOP Publishing, 2020.
  16. Le, T. D. C., Nguyen, D. D., Oláh, J., & Pakurár, M. Optimal vehicle route schedules in picking up and delivering cargo containers considering time windows in logistics distribution networks: A case study, Production Engineering Archives, 26(4), 174-184, 2020.

Book chapters

  1. Nguyen Thu Ngan Pham, Tran Anh Thu Ho, Thi Diem Chau Le and Duc Duy Nguyen (2024, December). A Task Allocation Optimization Model Considering Parallel Workstations and Task-Paralleling. In EAI International Conference on Renewable Energy and Sustainable Manufacturing. Cham: Springer Nature Switzerland.
  2. Phat-Tai Nguyen, Duc Duy Nguyen and Thi Diem-Chau Le (2024, December). Optimization Model for Make-Or-Buy Decisions: A Case Study In the Packaging Industry. In EAI International Conference on Renewable Energy and Sustainable Manufacturing. Cham: Springer Nature Switzerland.
  3. Gia Bao Phung, Thuy Hien Le, Nguyen Nhat Minh Tang, Nguyen Dan Truong Pham, Thi Diem-Chau Le and Duc Duy Nguyen. Improved Demand Forecasting using Artificial Neural Networks: Incorporating Economy Indicators through Feature Construction. In Computational Intelligence Methods for Green Technology and Sustainable Development. GTSD 2024. Lecture Notes in Networks and Systems, Springer, Cham.
  4. Nguyen, T. D., Do, N. H., & Nguyen, D. D. (2023, December). Weighted Max-Min Model for Fuzzy Multi-objective Biomass Power Plants Location Optimization Problem. In EAI International Conference on Renewable Energy and Sustainable Manufacturing (pp. 205-220). Cham: Springer Nature Switzerland.
  5. Le, Q. A., Bui, D. X. B., Ho, D. T., Nguyen, T. H., Tran, S. N., Do, N. H., & Nguyen, D. D. (2023, December). Sustainable Cold Storage Warehouse Site Selection in Vietnam: A TOPSIS Approach. In EAI International Conference on Renewable Energy and Sustainable Manufacturing (pp. 637-653). Cham: Springer Nature Switzerland.
  6. Huynh, H. D., Nguyen, D. D., Do, N. H., & Nguyen, K. V. (2023, December). A Clustering Algorithm for Storage Location Assignment Problems in E-commerce Warehouses. In EAI International Conference on Renewable Energy and Sustainable Manufacturing (pp. 251-265). Cham: Springer Nature Switzerland.
  7. Nguyen, D.D.K. et al. (2023). Seam Puckering Level Classification Using AIoT Technology. In: Dao, NN., Thinh, T.N., Nguyen, N.T. (eds). Intelligence of Things: Technologies and Applications. ICIT 2023. Lecture Notes on Data Engineering and Communications Technologies, vol 188. Springer, Cham.
  8. Nguyen, D.D., Lohrmann, C., Luukka, P. (2023). A Comparison of Feature Construction Methods in the Context of Supervised Feature Election for Classification. In: Huang, YP., Wang, WJ., Quoc, H.A., Le, HG., Quach, HN. (eds) Computational Intelligence Methods for Green Technology and Sustainable Development. GTSD 2022. Lecture Notes in Networks and Systems, vol 567. Springer, Cham.

Conference Proceedings

  1. Trung Kien Luong, Pham Nguyen Thanh Danh, Dat Truong Nguyen, Hoang Tran Anh Thu and Duc Duy Nguyen. A Multi-Objective Model for Sustainable Reverse Logistics Networks in E-commerce. In 2024 International Conference on Logistics and Industrial Engineering (ICLIE-2024). IEEE.
  2. Quang Nhat Pham, Tran Hong Phuong Pham, Thi Yen Vi Ngo and Duc Duy Nguyen. A novel optimization model for apparel closed-loop supply chain planning. In 2024 International Conference on Logistics and Industrial Engineering (ICLIE-2024). IEEE.
  3. Khai Kien Lao, Duc Duy Nguyen, Thai Vuong Nguyen, Quang Nhat Pham, Tran Hong Phuong Pham, Tran Anh Thu Ho. Optimizing Resource Allocation and Routing in FMCG Logistics: A Clustering and Simulated Annealing Approach. In 2024 International Conference on Logistics and Industrial Engineering (ICLIE-2024). IEEE.
  4. Le, S. T. Q., & Nguyen, D. D. (2024, July). Artificial Intelligence Models for Overall Equipment Effectiveness Prediction: A Case Study in an Assembly Manufacturing Company. In 2024 7th International Conference on Green Technology and Sustainable Development (GTSD) (pp. 67-71). IEEE.
  5. Thi Bao Tram Nguyen, Duc Duy Nguyen, Thi Diem Chau Le, and Ngoc-Hien Do, “Lean Six Sigma Application in Automotive Component Manufacturing: A Case Study”, Inter. Conf. on Logistics and Industrial Engineering, November 2022, pp. 119-127.
  6. Thi Uyen Linh Tran, Duc Duy Nguyen, Thi Diem Chau Le, and Ngoc-Hien Do, “Lean Manufacturing Implementation: A Case Study in a Helmet Company – Vietnam,” Inter. Conf. on Logistics and Industrial Engineering, November 2022, pp.128-137.
  7. Duy Nguyen Duc & Narameth Nananukul. A hybrid methodology for renewable energy supply chain management in Vietnam. In proceedings 48th Int. Conf. on Computer and Industrial Engineering (CIE48 2-5 December 2018) (pp. 36.1- 36.14).
  8. Duy Nguyen Duc & Narameth Nananukul. Supply chain model for renewable energy resource from biomass in Vietnam. 5th Int. Conf. on Industrial Engineering and Applications (ICIEA), 2018. IEEE, 520-525.

b. Giáo trình, tài liệu tham khảo

c. Đề tài, dự án tiêu biểu

  • Ứng dụng phương pháp khởi đầu nâng cao nhằm nâng cao hiệu quả giải quyết bài toán định tuyến.
  • Ứng dụng trí tuệ nhân tạo trong việc tối ưu giao hàng chặng cuối xem xét đa dạng loại xe trong thời đại nền công nghiệp 4.0

 

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