International Papers
(Click here for free download)

1. ZU Rizqi*, O Madsen, C Schou, MC Christensen. 2026 (Accepted). When Optimality Meets Efficiency: A Novel Simulation-Optimization with Adaptive Model Exchange. The 53rd CIE 2026.
2. ZU Rizqi*, O Madsen, C Schou, MB Jensen, T Schwörer, MC Christensen. 2026 (Accepted). Agentic AI for Human-Centric Scheduling: LLM-Driven Reinforcement Learning. The 31st IEEE ETFA 2026. 
3. T Schwörer*, MB Jensen, ZU Rizqi, L Nalpantidis, D Chrysostomou. 2026 (Accepted). From Distributed AAS Descriptions to Executable Non-Deterministic Production Policies via FOND Planning and Behavior Trees. The 31st IEEE ETFA 2026. 
4. MB Jensen*, T Schwörer, S Saeed, ZU Rizqi, C Schou. 2026 (Accepted). Ontology-based Grounding and Feedback for Reliable LLM-based Asset Administration Shell Generation. The 31st IEEE ETFA 2026. 
5. ZU Rizqi*, O Madsen, C Schou, T Schwörer, MB Jensen, BC Dueholm, MC Christensen. 2026 (In Press). AI-Guided Industrial Metaverse for Collaborative Digital Twin Prototypes: Control without Ownership in Virtual Engineering. Procedia CIRP. 
6. MB Jensen*, T Schwörer, ZU Rizqi, D Chrysostomou, MC Christensen, C Schou, O Madsen. 2026 (In Press). Service-based Modular Production Systems using Unified Namespace, Asset Administration Shell and Behavior Trees towards Pharma 4.0. Procedia CIRP.
7. ZU Rizqi*, SY Chou, THK Yu. 2026. Policy Optimization for Multi-Variant COVID-19 Pandemic under Unequal Isolation and Booster Shot. Computers in Biology and Medicine, 111750.
8. DA Dewi*, U Okengwu, ZU Rizqi. 2026. Bias Detection and Mitigation Techniques in Data Science Pipelines: An Empirical Evaluation. International Journal of Advances in Artificial Intelligence and Machine Learning, 3(1), pp. 34-43.
9. ZU Rizqi*, O Madsen, C Schou, BC Dueholm, T Schwörer, MB Jensen, WHF de Neergaard, KB Hansen, OV Olesen. 2025. Model-Based AI-Driven Systems Engineering (MBSE-AI): Towards Fast and Effective Decisions. 2025 IEEE International Symposium on Systems Engineering (ISSE), Palaiseau, France, pp. 1-8. (BEST PAPER AWARD)
10. ZU Rizqi*, SY Chou, THK Yu. 2025. Sustainable Carbon Tax Design under Multiple Green Subsidies: A System Dynamics Framework. Sustainable Energy Technologies and Assessments, 104580.
11. ZU Rizqi*. 2025. A Simulation-based Optimization Approach for Sustainable Energy Supply Chain Transitions. Supply Chain Analytics, 100150.
12. E Suryani*, RA Hendrawan, PFE Adipraja, Mudjahidin, AA Zahra, SY Chou, A Dewabharata, ZU Rizqi. 2025. Exploring the Viability of Geothermal Power Plant Development in Indonesia from Economic and Environmental Perspectives. Environment, Development and Sustainability, 1-31.
13. ZU Rizqi*, SY Chou. 2025. Dynamic Crane Scheduling for Green Automated Warehousing: Learning-based Simulation-Optimization Approach. Flexible Services and Manufacturing Journal, 1-28.
14. ZU Rizqi*, SY Chou, NZ Zheng, A Dewabharata. 2025. On Selecting and Configuring Automated Material Handling Systems: Two-Stage Approach Using Simulation and Data-Envelopment Analysis. Journal of Industrial and Production Engineering, 1–18.
15. ZU Rizqi*, SY Chou, AD Oscar. 2025. Towards Energy-Efficient Robotic Mobile Fulfillment System: Hybrid Agent-based Simulation with DEA-based Surrogate Machine Learning. Applied Soft Computing, 113141.
16. E Suryani*, MS Fadlillah, RA Hendrawan, M Mudjahidin, RJ Pramundito, AA Zahra, SY Chou, A Dewabharata, ZU Rizqi, R Rahmawati. 2025. Dynamic Model to Assess the Impacts of Government Support for Electric Vehicles on the Economy and Environment Sectors in Indonesia. International Journal of Sustainable Transportation, pp. 1-20.
17. ZU Rizqi*, SY Chou, THK Yu. 2024. Data-Driven Approach for Dwell-Point Positioning in Automated Storage and Retrieval System: A Metaheuristic-Optimized Ensemble Learning. Annals of Operations Research, pp. 1-24.
18. ZU Rizqi*, SY Chou, A Khairunisa. 2024. Energy Harvesting for Automated Storage and Retrieval System with Sustainable Configuration of Storage Assignment and Input/Output Point. Transportation Research Part E, 103781.
19. ZU Rizqi*, SY Chou, WN Cahyo. 2024. Simulation-based Digital Twin for Smart Warehouse: Towards Standardization. Decision Analytics Journal, 100509.
20. ZU Rizqi*, SY Chou. 2024. Multi-Speed Configuration of AS/RS Amidst Responsiveness and Energy Efficiency Trade-off: Metamodel-based Simulation-Optimization. The International Journal of Advanced Manufacturing Technology, pp. 1-18.
21. ZU Rizqi*, SY Chou. 2024. Neuroevolution Reinforcement Learning for Multi-Echelon Inventory Optimization with Delivery Options and Uncertain Discount. Engineering Applications of Artificial Intelligence, 134, 108670.
22. ZU Rizqi*, SY Chou, A Khairunisa. 2024. Multi-Objective Simulation-Optimization for Integrated Automated Storage and Retrieval Systems Planning Considering Energy Consumption. Computers & Industrial Engineering, 189, 109979.
23. ZU Rizqi*, SY Chou, SS Choon. 2023. Performance of Dual Stacker Automated Storage and Retrieval System (AS/RS) with Double-Deep Configuration. 2023 IEEE 5th Eurasia Conference on IOT, Communication and Engineering (ECICE), Yunlin, Taiwan, pp. 683-687. (BEST PAPER AWARD)
24. ZU Rizqi, DU Qinthara, A Khairunisa, VN Helia*, E Kusrini. 2023. Applying Adaptive Genetic Algorithm for Heterogeneous Vehicle Routing Problem with Asymmetric Distance and Fuzzy Demand (HVRPADFD). AIP Conference Proceedings, 2828 (1).
25. ZU Rizqi*. 2023. Capacitated Continuous Review Inventory with Partial Backorder Under Time-Dependent Demand and Fuzzy Supply: Bi-Objective Optimization via Simulation Model. SSRN, 4663662.
26. ZU Rizqi*, SY Chou, THK Yu. 2023. Green Energy Mix Modeling Under Supply Uncertainty: Hybrid System Dynamics and Adaptive PSO Approach. Applied Energy, 349, 121643.
27. J Chen, SY Chou, THK Yu, ZU Rizqi*, DT Hang. 2022. System Dynamics Analysis on the Effectiveness of Vaccination and Social Mobilization Policies for COVID-19 in the United States. Plos One, 17(8), e0268443.
28. ZU Rizqi*, TA Kurniawan, A Khairunisa. 2021. Application of Fuzzy Time Series (FTS) Algorithm in Production Planning of Indonesia’s Oil Refining Company. I3S Taiwan Proceeding 3, pp. 16-23.
29. ZU Rizqi*, A Khairunisa, A Maulani. 2021. Financial Assessment on Designing Inventory Policy by Considering Demand, Lead Time, and Defective Product Uncertainties: A Monte Carlo Simulation. I3S Taiwan Proceeding 3, pp. 36-42.
30. ZU Rizqi*. 2020. Design Improvement of Multifunctional Seatbelt by Using Integrated Kano Model and Quality Function Deployment. IOP Conference Series: Materials Science and Engineering 722, 012056.
31. ZU Rizqi*, A Khairunisa. 2020. Integration of Deterministic and Probabilistic Inventory Methods to Optimize the Balance between Overstock and Stockout. IOP Conference Series: Materials Science and Engineering 722, 012060.
32. ZU Rizqi*, A Khairunisa. 2020. Implementation of Supply Chain Risk Management (SCRM) Using House of Risk (HOR): Case Study on Supply Chain of Craft Bag Industry. IOP Conference Series Materials Science and Engineering 846, 012056.
33. ZU Rizqi*, RW Cahyaningtyas, D Yogiari. 2020. Javanization in Student City: Finding and Prioritizing Idea to Maintain Local Language in Indonesia. OISAA Journal 3 (2), pp. 66-72.
34. ZU Rizqi*, A Khairunisa. 2020. Business Process Development of Supply Chain System on E-Commerce Logistics Provider through Qualitative Study. OISAA Journal 3 (1), pp. 27-31.
35. ZU Rizqi*, R Aulia. 2019. Evaluation of Redesign Layout Using Discrete Event Simulation (DES). Proceedings of the International Conference on Industrial Engineering and Operations Management, pp. 3203-3211.
36. ZU Rizqi*. 2019. Implementation of Association Rule-Market Basket Analysis in Determining Product Bundling Strategy: Case Study of Retail Businesses in Indonesia. Proceeding of 4th North American IEOM Conference, pp. 154-160.
37. ZU Rizqi*. 2019. System Dynamics as a Solution in Increasing Regional Cash of Daerah Istimewa Yogyakarta by Considering Employment Availability and Traffic Congestion. Proceeding of 4th North American IEOM Conference, pp. 511-517. (BEST PAPER AWARD)
38. ZU Rizqi*, N Baet. 2019. Product Design Development of Ergonomic Mop: ANOMALI (An Ergonomic Mop for Healthy Life). Proceeding of 4th North American IEOM Conference, pp. 591-602. (BEST PAPER AWARD)
39. ZU Rizqi*. 2019. Zack Algorithm: A Heuristic Approach to Solve Transportation Problem. Proceeding of 4th North American IEOM Conference, pp. 1127-1131.
40. ZU Rizqi*, BAD Putri, MI Sabit, SE Salsabila. 2019. Establishment of Magnetic Levitation for Flood Prevention in Jakarta with Project Management Approach. Proceeding of 4th North American IEOM Conference, pp. 582-590.
41. ZU Rizqi*. 2019. Multi-Feature Usability Testing on Internet of Things-based Smart Gym Machine with All in One Concept Using Nielsen’s Heuristics. Proceeding of 4th North American IEOM Conference, pp. 754-761.

National Papers

1. ZU Rizqi*, A Khairunisa, RI Riana. 2021. Optimalisasi Aspek Teknis pada Perancangan Bisnis Virgin Coconut Oil (VCO). Transformasi: Jurnal Pengabdian Masyarakat 17 (1), pp. 86-96.

2. ZU Rizqi*, A Khairunisa, NA Puspitasari. 2020. Determinasi Strategi Markdown berbasis Clustering-Data Mining (Studi Kasus pada Usaha Salon di Yogyakarta). Industrial Engineering National Conference 8, pp. 364-371.

3. R Fariza*, R Khairullah, U Muhtadin, ZU Rizqi. 2020. Analisis Tingkat Pengaruh Keaktifan Kegiatan Akademis Mahasiswa terhadap Indeks Prestasi Kumulatif (IPK). Industrial Engineering National Conference 8, pp 301-308.

4. ZU Rizqi*. 2020. Studi Komparatif Metode Simulasi Dan Bill of Labor (BOLA) pada Analisis Kapasitas Produksi berbasis Rough Cut Capacity Planning. Industrial Engineering National Conference 8, pp. 164-170. 

5. R Khairullah*, ZU Rizqi, R Farizza, U Muhtadin. 2020. Minimalisasi Ongkos Material Handling (OMH) dengan Pendekatan Simulasi (Studi Kasus Rumah Produksi Maketees). Industrial Engineering National Conference 8, pp. 207-214.

6. U Muhtadin, R Khairullah*, R Fariza, ZU Rizqi. 2020. Analisis Pengaruh Postur Kerja terhadap Efektivitas Kegiatan Kebugaran Deadlift. Industrial Engineering National Conference 8, pp. 78-82.

7. ZU Rizqi*. 2019. Integrasi Kano Model dan Quality Function Deployment (QFD) dalam Perancangan Mesin Gym Pintar Berkonsep All in One. Industrial Engineering National Conference 7, pp. 140-147.

8. ZU Rizqi*, A Khairunisa. 2019. Minimalisasi Waktu Tunggu Antrean dengan Pendekatan Simulasi Diskrit (Studi Kasus pada Area Parkiran FTI UII). Industrial Engineering National Conference 7, pp. 32-39.

9. ZU Rizqi*, RDA Purba, RR Nugroho. 2019. Penentuan Strategi Pengembangan Bisnis menggunakan Analisis SWOT dan Business Model Canvas. Industrial Engineering National Conference 7, pp. 307-315.

1. 2025 - The Best Paper Award at the 11th IEEE International Symposium on Systems Engineering (ISSE), ENSTA Paris, France, International Scale.
2. 2024 - Certified TRIZ Practitioner Level 1, MYTRIZ, International Scale.
3. 2023 - The Best Presentation at Auto-ID Labs Asia hosted by Korea Advanced Institute of Science and Technology (KAIST), Busan, South Korea, International Scale. Click here for news.
4. 2023 - The Best Presentation at the 2023 IEEE 5th Eurasia Conference on IoT, Communication, and Engineering (ECICE), National Formosa University, Yunlin, Taiwan, International Scale. Click here for news.
5. 2020 - The Best Graduate in Industrial Engineering Department, Universitas Islam Indonesia.
6. 2020 - 2nd Place in Simulation Competition Award from IEOM Society Awards, 10th Annual Conference, Dubai, UAE, International Scale. Click here for news.
7. 2019 - 3rd Winner in Industrial Engineering Paper and Action (INPACT) from Industrial Engineering Department, Universitas Sumatera Utara, Indonesia, International Scale. Click here for news.
8. 2019 - 3rd Winner Competition of Industrial Engineering (CONSTRAIN) from Universitas Hasanuddin, Indonesia, National Scale. Click here for news,
9. 2019 - Finalist in Industrial Engineering Integrated Competition (INDENIC) from Trisakti University, Indonesia, National Scale. See video here and See here,
10. 2019 - Finalist in Industrial Engineering Competition of Atma Jaya (IECA) from Atma Jaya Catholic University of Indonesia, Indonesia, National Scale. See here, See here, and See here.
11. 2019 - Finalist in Challenge on Product Design and Ergonomics (CHRONICS) from Gadjah Mada University, Indonesia, International Scale. See video here and See here.
12. 2018 - Finalist in Project Management Challenge (PMC) from Telkom University, Indonesia, International Scale. See video here and See here .
13. 2018 - Finalist in Competition of Industrial Engineering (CONSTRAIN) from Industrial Engineering Department, Universitas Hasanuddin, Indonesia, National Scale. See here and See here.

1. "Masterclass Training of Inventory Analytics, Data Science, and Simulation" in Industrial Academy, 2026.
2. "AI-Guided Industrial Metaverse" in International Working Seminar on Production Economics (IWSPE), University of Innsbruck, Austria, 2026
3. "Industrial Metaverse for Collaborative Systems Engineering" in Guest Lecture, Binus University, 2025.
4. "Unlocking AI-driven Simulation as a Fast Decision Machine for Early-Design Aseptic Manufacturing" in PhD & Postdoc Symposium Novo Nordisk A/S, 2025.
5. "Empowering Industry through Simulation: From Digital Prototype to Digital Twin" in UNISS, Indonesia, 2024.
6. "Designing a Sustainable Carbon Tax Policy Optimally: Simulation-based Optimization with Machine Learning Framework" in The University of Tokyo, 2024.
7. "Traffic Control Optimization for Green Robotic Mobile Fulfillment Systems Using Reinforcement Learning" in Kyoto University, 2024.
8. "COVID-19 Policy Development under Unequal Isolation and Booster Shot in the Presence of Virus Variants: A System Dynamics Model" in Tohoku University, 2024.
9. "Intelligent System Development for Optimizing the Fuel Consumption of Dump Truck " in PT. Pamapersada Nusantara, 2024.
10. “Designing a Sustainable Carbon Tax Policy: A Framework based on System Dynamics and Data Envelopment Analysis” in Auto-ID Labs Asia hosted by Korea Advanced Institute of Science and Technology (KAIST), Busan, South Korea, 2023. 
11. “Multi-Objective Simulation-Optimization for Integrated Automated Storage and Retrieval Systems (AS/RS) Planning Considering Energy Consumption” in Analytics for X 2023 hosted by Institute of Operations Research and Analytics (IORA), National University of Singapore, 2023.
12. “Designing a Sustainable Carbon Tax Policy: A Framework based on System Dynamics and Data Envelopment Analysis” in Joint Seminar of University of Economics and Business - Vietnam National University (UEB-VNU) and National Taiwan University of Science and Technology (NTUST), 2023.

1. 2026 - Now - Founder of Industrial Academy (www.industrialacademy.id) 
2. 2026 - Now - Lecturer at UNIRAZAK ODL MBA Program, Malaysia.
3. 2024 - Now - Postdoctoral Researcher at Aalborg University and Novo Nordisk A/S.
4. 2022 - 2024 (2 years and 8 months) - Researcher at Center for IoT Innovation (CITI), Taiwan.
5. 2023 (1 month) - Trainer in Prodemy Asia for Leading Business with Data Science Course.
6. 2022 (2 months) - Trainer in FTEIC, Institut Teknologi Sepuluh Nopember (ITS) for Data Science Course.
7. 2022 (2 months) - Trainer in Anak Teknik Indo for Data Science Course.
8. 2019 - 2020 (2 years) - Head of Knowledge Department in Industrial Modeling & Simulation (DELSIM) Laboratory, Faculty of Industrial Technology, UII
9. 2020 (6 months) - Basic Physics Laboratory, Faculty of Industrial Technology as Research Assistant
10. 2020 (6 months) - Design of Integrated Industrial Systems, Faculty of Industrial Technology as Research Assistant
11. 2019 - 2020 (3 months) - Corporate Planning Department, PT Pos Logistik Indonesia for Internship
12. 2019 (1 month) - Refinery Planning & Optimization Department, PT Pertamina (Persero) for Internship

1. Reviewer in Computers & Industrial Engineering - Journal.
2. Editorial board in Jurnal OPSI.
3. Reviewer in Applied Mathematical Modelling - Journal.
4. Reviewer in Engineering Applications of Artificial Intelligence - Journal.
5. Reviewer in Flexible Services and Manufacturing Journal - Journal.
6. Reviewer in RAIRO - Operations Research - Journal.
7. Reviewer in Production & Manufacturing Research - Journal.
8. Reviewer in Health Policy Open -  Journal.

1. 2020 - Student Creativity Program (PKM): “SORTER” Solar Stove for Traveler - Innovation of Portable Ergonomic Stove based on Green Product as Practical Cooking Tool for Traveler, funded by Ministry of Education and Culture of Indonesia. See video here. 
2. 2019 - Student Creativity Program (PKM): “GYM ATOM" Gym Machine with Artificial Trainer and Automatic Load Modifier "Smart Gym Machine with All in One Concept as a Weight Training Aid at Home, funded by Ministry of Education and Culture of Indonesia. Click here for news and See video here.

1. 2020 (2 months) - Data Science – Fresh Graduate Academy - Digital Talent Scholarship from Ministry of Communication and Information Technology
2. 2020 (3 months) - Python Programming - Online Academy - Digital Talent Scholarship from Ministry of Communication and Information Technology & CISCO

1. 2015 - The Best Guitarist in Student Band Festival in SMAK Penabur Cirebon, Indonesia
2. 2013 - 3rd Highest National Examination in Junior High School in SMPN Unggulan Sindang, Indramayu, Indonesia