Prof. Dr. Ir. Anas Ma’ruf, M.T., IPM.

• Enhancing Intermittent Spare Part Demand Forecasting: A Novel Ensemble Approach with Focal Loss and SMOTE (2025)
• Identification of Barriers of Digital Transformation for Smart Supply Chain with Industry 4.0 in Crude Palm Oil Industry in Indonesia by Using Literature Review (2025)
• Production Activity Control Framework for the Make-To-Order Industry Utilizing Cyber-Physical Production System (2024)
• A GENETIC ALGORITHM FOR ASSEMBLY LINE BALANCING PROBLEM WITH ALTERNATIVE SUBGRAPHS AND HUMAN-ROBOT COLLABORATION (2024)
• An Early Machining Time Estimation for Make-to-Order Manufacturing Using Machine Learning Approach (2024)
• An Early Machining Time Estimation for Make-to-Order Manufacturing Using Machine Learning Approach (2024)
• Product Design Cost Estimation for Make-to-Order Industry: A Machine Learning Approach (2024)
• A Mathematical Model and Ant Colony Algorithm for Assembly Line Balancing Problem with Human-Robot Collaboration and Alternative Subgraphs (2024)
• Machine Learning Approach for Early Assembly Design Cost Estimation: A Case from Make-to-Order Manufacturing Industry (2024)
• Multi-skilled Operator Assignment Model for Long Cycle Time and Low-Volume Assembly Line: A Case Study of Aircraft Assembly Line (2023)
• Indonesia e-Bike Consumer Preference Trough Market Potential Research: A Choice-Based Conjoint Analysis
  AAS Cakravastia, A Ma’ruf
  4th International Conference on Informatics, Technology and Engineering 2023 (InCITE 2023) Halaman 377-389 (2023)
• A Model for Evaluating the Impact of Priority Rules on Flow Time and Wait Time In A Job Shop Scheduling System: A Single Machine Case
  MU Nisar, ACA Raja, A Ma’ruf, AH Halim
  Proceedings of the 4th International Conference on Informatics, Technology and Engineering 2023 (InCITE 2023) Jilid 21 (2023)
• Usulan Tata Letak Sel Manufaktur untuk Meminimasi Perpindahan Antar Sel; Studi Kasus di Area Pemesinan PT. X
  M Makmur, A Ma’ruf
  Prosiding Seminar Nasional Teknik Industri 1, 165-174 (2023)
• Binary coding enumeration for multi-dimensional problem in sculptured dies cavity roughing optimization
  I Widaningsih, A Ma'ruf, S Suprayogi, D Irianto
  AIP Conference Proceedings 2485 (1) (2023)
• Genetic Algorithm For Multi-Objective Optimization in Sculptured Dies-Cavity Roughing
  I Widaningsih, S Suprayogi, A Ma’ruf, D Irianto
  Proceeding of International Conference on Sustainable Engineering and

  Creative Computing

  Jilid 1 (2022)
• Development of a Cost-Effective Cyber-Physical Production System for the Make-to-Order Industry
  A Ma'ruf, R Qinthara, MRR Wiradikara
  First Australian International Conference on Industrial Engineering and Operations Management

  Halaman 2339-2348

  (2022)
• The Development of Human-Robot Collaborative Assembly Line Model by Considering Availability of Robots, Tools, and Setup Time
  A Ma'ruf, C Nugraha, AS Tarigan
  Jurnal Ilmiah Teknik Industri 21 (2), 319-327 (2022)
• Multi-skilled Operator Assignment Model for Long Cycle Time and Low-Volume Assembly Line: A Case Study of Aircraft Assembly Line
  A Ma’ruf, SUAM Gultom
  Proceedings of the International Manufacturing Engineering Conference & The

  Asia Pacific Conference on Manufacturing Systems , Halaman 195-204 (2022)
• Development of Framework for Flexible Job Shop Scheduling Based on Digital Twin to Tackle Disturbing Events
  MU Nisar, A Ma’ruf, AH Halim
  Proceedings of the International Manufacturing Engineering Conference & The Asia Pacific Conference on Manufacturing Systems, Halaman 325-330 (2022)
• Real-time monitoring design for make-to-order industry
  Adisasmito, S.C., Pamungkas, P.D., Ma'Ruf, A.
  AIP Conference Proceedingsthis link is disabled, 2022, 2470, 020004 (2022)
• Nugraha, R.C., Ma'Ruf, A., Nugraha, A.C., Halim, A.H. A mixed-integer linear programming formulation for assembly line balancing problem with human-robot shared tasks. (2021)
• Ineu Widaningsih, Anas Ma’ruf, Suprayogi, Dradjad Irianto Multi-Objectives Optimization on Cutting Layers and Cutting Tools Selection for Sculptured-Dies Cavity Rough Machining: A State-of-the-Art Review. (2021)
• Simultaneous Assignment and Pricing for Multi-Objective Online Ride-Hailing Problem Model. (2021)
• Order acceptance and scheduling model for small-sized metal manufacturing company
  Ariyani, S.N., Hasby, F.M., Ma’ruf, A.
  Lecture Notes in Mechanical Engineeringthis link is disabled, 2020, pp. 36–41 (2020)
• An assignment model to support the assembly line activities by considering the operator’s unique classification – the computational results
  Utomo, R.P., Isnaini, M.M., Ma’ruf, A.
  Lecture Notes in Mechanical Engineeringthis link is disabled, 2020, pp. 313–319 (2020)
• Capacity planning and assembly line balancing for long-term routine and short-term intermittent demand in small medium enterprises
  Willim, D.A., Trusaji, W., Ma’ruf, A.
  Lecture Notes in Mechanical Engineeringthis link is disabled, 2020, pp. 17–23 (2020)
• Mixed model assembly line balancing for human-robot shared tasks
  Yaphiar, S., Nugraha, C., Ma’ruf, A.
  Lecture Notes in Mechanical Engineeringthis link is disabled, 2020, pp. 245–252 (2020)
• Operator assignment model for minimizing total operator cost in a flexible flow shop environment
  Maruf, A., Zahra, S., Isnaini, M.M.
  IOP Conference Series: Materials Science and Engineeringthis link is disabled, 2019, 674(1), 012049 (2019)
• Alfadhlani, Samadhi T.M.A.A., Ma’Ruf A., Toha I.S.
  Automatic precedence constraint generation for assembly sequence planning using a three-dimensional (2019)
• Alfadhlani, Samadhi T.M.A.A., Ma’Ruf A., Toha I.S.
  A Framework for the Development of Automatic DFA Method to Minimize the Number of Components and Ass(2018)
• Aisyati A., Cakravastia A., Ma’Ruf A., Samadhi T.M.A.A.
  Agent-based conceptual model of coordination collaborative production planning in divergent two-tier(2018)
• Mubiena G.F., Ma\'Ruf A.
  Development of an Assessment Model for Sustainable Supply Chain Management in Batik Industry(2018)
• Wijaya A.J., Trusaji W., Akbar M., Ma’Ruf A., Irianto D.
  Improving Quality of Shoe Soles Product using Six Sigma(2018)
• Aisyati A., Samadhi T.M.A.A., Ma\'Ruf A., Cakravastia A.
  Freezing issue on stability master production scheduling for supplier network: Decision making view(2017)
• Paksi A.B.N., Ma’Ruf A.
  Flexible Job-Shop Scheduling with Dual-Resource Constraints to Minimize Tardiness Using Genetic Algo(2016)
• Nursanti E., Ma’Ruf A., Simatupang T., Iskandar B.P.
  Cost and availability functions using imperfect maintenance policy for a serial system(2012)
• Alfadhlani, Ari Samadhi T.M.A., Ma’Ruf A., Toha I.S.
  Automatic collision detection for assembly sequence planning using a three-dimensional solid model(2011)

-