Search Results - Machine planning problem

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    Development of an integrated model for production planning and cell formation in cellular manufacturing systems by Raminfar, Reza

    Published 2010
    “…One of the most important design steps is the formation of part families and machine cells or cell formation problem (CF), another problem is “how to determine the optimal quantities of different part-types” or in the other word production planning problem in CMS. …”
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    Thesis
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    The development of integrated planning and scheduling framework for dynamic and reactive environment of complex manufacturing problem by Zakaria, Zalmiyah, Deris, Safaai, Mat Yatim, Safie, Othman, Muhamad Razib

    Published 2008
    “…Two major activities in manufacturing system are process planning and production scheduling. The current trends in present manufacturing industries require the ability to quickly integrate process plans for new orders into the existing production schedule to best accommodate the current load of the facility, the status of machines, and the availability of raw materials. …”
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    Monograph
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    Quantitative Modelling Of Oee Use With Spreadsheet For Machine Capacity Planning by Ong, Yung Chieh

    Published 2014
    “…Managing shop floor basic behaviours such as product mix demand fluctuate, manufacturing hour reduction, machine idling, machine variation, and yield loss are fundamental for the effective production planning and control. …”
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    Thesis
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    Development Of Generative Computer-Aided Process Planning System For Lathe Machining by Zubair, Ahmad Faiz

    Published 2019
    “…Computer Aided Process Planning (CAPP) is the bridge between computer-aided design (CAD) and computer-aided manufacturing (CAM). …”
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    Thesis
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    A hybrid bio-inspired and musical-harmony approach for machine loading optimization in flexible manufacturing system by Yusof, Umi Kalsom, Budiarto, Rahmat, Deris, Safaai

    Published 2014
    “…Manufacturing industries are facing fierce challenges in handling product competitiveness, shorter product cycle time and product varieties.The situation demands a need to improve the effectiveness and efficiency of capacity planning and resource optimization while still maintaining their flexibilities.Machine loading - one of the important components of capacity planning is known for its complexity that encompasses various types of flexibilities pertaining to part selection, machine and operation assignment along with constraints.Various studies are done to balance the productivity and flexibility in Flexible Manufacturing System (FMS).From the literature, researchers have developed many approaches to reach a suitable balance of exploration (global improvement) and exploitation (local improvement).We adopt a hybrid of population approaches; hybrid constraint-chromosome genetic algorithm and harmony search algorithm (H-CCGaHs), to solve this problem that aims at mapping a feasible solution to the domain problem.The objectives are to minimize the system unbalance as well as to increase the through-put while satisfying the constrains such as machine time availability and tool slots.The proposed algorithm is tested for it performance on 10 sample problems available in FMS literature and compared with existing solution approaches.…”
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    Article
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    Comparisons of automated machine learning (AutoML) in predicting whistleblowing of academic dishonesty with demographic and theory of planned behavior by Rahman, R.A., Masrom, S., Mohamad, M., Sari, E.N., Saragih, F., Rahman, A.S.A.

    Published 2023
    “…Machine learning has been very promising in solving real problems, but the implementation involved difficulties mainly for the inexpert data scientists. …”
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    Article
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    Interacted multiple ant colonies optimization approach for the single machine total weighted tardiness problem by Aljanaby, Alaa, Ku-Mahamud, Ku Ruhana

    Published 2011
    “…Single Machine Total Weighled Tardiness problem (SMTWTP) is an important combinatorial optimization problem that considers the Job scheduling for sequential processing on a single machine and the target is to minimize the total tardiness of all jobs. …”
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    Conference or Workshop Item
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    Reactive power planning for maximum load margin improvement using Fast Artificial Immune Support Vector Machine (FAISVM) by Aziz N.F.A., Abdul Rahman T.K., Zakaria Z.

    Published 2023
    “…It also proposes a fast optimization algorithm for reactive power planning problem (RPP) through Fast Artificial Immune Support Vector Machine (FAISVM). …”
    Article
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    A machine learning approach to tourism recommendations system by Chia, An

    Published 2025
    “…This project aims to develop a tourism attractions recommendation system by integrating machine learning recommendation algorithms. The main problem encountered when developing a powerful recommendation system is cold start problem, data sparsity and scalability problems. …”
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    Final Year Project / Dissertation / Thesis
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    Integrated bi-objective model for cellular manufacturing system by Houshyar, Afsaneh Nouri

    Published 2014
    “…This model can intelligently provide the most proper maintenance plan for each duplicate of machine type in each production period. …”
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    Thesis
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    MACHINE LEARNING-BASED PREDICTIVE MODEL FOR FUTURE SAVINGS: ANALYZING MONTHLY CONSUMPTION AND EARNINGS by Shaiful Rahimi, Muhammad Norhazim

    Published 2024
    “…This project aims to address key challenges in the contemporary financial landscape by leveraging AI and ML techniques to provide innovative solutions for financial planning and decision-making. The project begins with an exploration of AI fundamentals, including problem-solving methodologies and machine-learning concepts. …”
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    Final Year Project