Journal of Intelligent Manufacturing
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A hypergraph and perspective approach to organic synthesis design
Journal of Intelligent Manufacturing - Tập 7 - Trang 515-525 - 1996
Various computer programs for organic synthesis design greatly assist chemists in the task of synthesizing chemical compounds. Despite the value of such programs, however, their common and collective failing is that they disrupt the chemists' natural flow of thought, by interrupting their concentration on chemistry and repeatedly forcing them to attend to computing. This problem originates in the ......
Data mining for fast and accurate makespan estimation in machining workshops
Journal of Intelligent Manufacturing - Tập 32 - Trang 483-500 - 2020
The fast and accurate estimation of makespan is essential for the determination of the delivery date and the sustainable development of the enterprise. In this paper, a high-quality training dataset is constructed and an adaptive ensemble model is proposed to achieve fast and accurate makespan estimation. First, both the logistics features extracted by the Pearson correlation coefficient and the n......
Towards Ontology-driven Knowledge Synthesis for Heterogeneous Information Systems
Journal of Intelligent Manufacturing - - 2006
A novel agent-based concept of household appliances
Journal of Intelligent Manufacturing - Tập 22 - Trang 73-88 - 2009
Mass production, such as white goods manufacturing, is traditionally bound to hierarchical factory-floor procedures and accepts only gradual changes in technology and product architecture. This paper introduces an idea on how to upgrade from classical to network-connected reconfigurable devices. A generic multi-agent architecture was created, derived from belief-desire-and-intention (BDI) agents. ......
Reinforcement learning-based collision-free path planner for redundant robot in narrow duct
Journal of Intelligent Manufacturing - Tập 32 - Trang 471-482 - 2020
Compared with obstacle avoidance in open environment, collision-free path planning for duct-enter task is often challenged by narrow and complex space inside ducts. For obstacle avoidance, redundant robot is usually applied for this task. The motion of redundant robot can be decoupled to end-effector motion and self-motion. Current methods for duct-enter task are not robust due to the difficulty t......
Simulation based optimization of a train maintenance facility
Journal of Intelligent Manufacturing - Tập 19 - Trang 293-300 - 2008
In this paper, a simulation based optimization method is developed for optimization of scheduling policies. This method uses the technique of coupling industrial simulation software with a multi-objective optimizer based on genetic algorithms. It is used to optimize the performances of a railway maintenance facility by choosing the best scheduling policy. Numerical results show that a significant ......
Intelligent heuristic for FMS scheduling using grouping
Journal of Intelligent Manufacturing - Tập 2 - Trang 387-395 - 1991
This paper presents an approach to scheduling production in a flexible manufacturing system (FMS) environment by employing intelligent grouping of parts which results in good schedules that are easily solvable. Scheduling production in a realistic setting represents a very hard managerial task defying exact solutions, except in very few instances. This article presents and tests a methodology whic......
Manifold learning-assisted uncertainty quantification of system parameters in the fiber metal laminates hot forming process
Journal of Intelligent Manufacturing - - 2024
The forming quality of Fiber metal laminates (FMLs) heavily depends on the material properties, fiber placing angles, blank holder force, and other process parameters. In some circumstances, the numerical perturbation of the key parameters has a potential impact on the mechanical properties of final products. To efficiently design a set of available system parameters to ensure the forming quality,......
Engineering design optimization using an improved local search based epsilon differential evolution algorithm
Journal of Intelligent Manufacturing - Tập 29 Số 7 - Trang 1559-1580 - 2018
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