Clustering and Operation Analysis for Assembly Blocks Using Process Mining in Shipbuilding Industry

Linking product modularity to supply chain integration in the construction and shipbuilding industries

“…Finally, the use of modularity is also specifically reported in the shipbuilding industry (Park et al 1996, Kolic et al 2010, Lee 2013, Halse 2014 as an instrument to cope with high competition and over-capacity.…”

The Status Quo of Process Mining in the Industrial Sector

“…The production operators decide which machines take part in the assembling. Bhogal and Garg [40] Brzychczy et al [41] Celonis AG [42] Celonis AG [43] Denno et al [44] Abonyi and Dörgő [45] Engel and Bose [46] ER et al [47,48] Fleig et al [49] Fluxicon [22,50] Ho and Lau [51] Ho et al [52] Knoll et al [53] Koosawad et al [54] Lee et al [32,55]; Park et al [33,56] Meincheim et al [57] Nagy et al [58,59] Park et al [10] Paszkiewicz [60] Pospíšil et al [34] QPR Software Plc [61] QPR Software Plc [62] Rozinat et al [30,63] Ruschel et al [31] Saravanan and Rama Sree [64] Ulsan Institute [65]; Son et al […”

“…Wafer scanners D, C, E [30,63] No case study found Not feasible Not feasible Ships D, C [10] Maintenance D [31] Cellular production (product moves along specialized cells/groups) Ships D [32,33,55,56] Control panels D, E [57] No case study found Not feasible Doors D [34] Shoe parts D [47,48] Coffee machine D, C [39] Micro-precision parts D [22,50] Electronic products D [51] Sliders D [52] Propellers D [35] Maintenance D [40]…”

Simplification and Detection of Outlying Trajectories from Batch and Streaming Data Recorded in Harsh Environments

“…A large ship is usually made from properly sized parts called blocks. Each block requires a sequence of work, including cutting and forming, block assembly, pre-outfitting and painting, pre-erection, erection, outfitting and painting in a specific work area called a factory [11].…”