Imagen de Portada

A Module Configuration Design Approach for Complex Equipment of Port Shipping Based on Heterogeneous Customer Requirements and Product Operational Data

Guardado en:
Publicado en:Machines vol. 13, no. 12 (2025), p. 1125-1151
Autor principal: Lian Xiaozhen
Otros Autores: Luo Xinyi, Su Deying
Publicado:
MDPI AG
Materias:
Customers
Customer services
Big Data
Integer programming
Configuration management
Genetic algorithms
Planning
Optimization
Product life cycle
Service modules
Literature reviews
Manufacturing
Research & development > R&D
Customization
Quality function deployment
Sorting algorithms
Product design
Shipping
Acceso en línea:Citation/Abstract
Full Text + Graphics
Full Text - PDF
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
Resumen:Modularization fails to adequately meet the diverse customer requirements and the product operational data for complex equipment of port shipping (CEPS). To address this challenge, we propose a module configuration design approach (MCDA) that incorporates module parameter planning (MPP) and service module customization (SMC). Initially, the design ranges and weights of functional requirements are established using fuzzy information derived from customer requirements, facilitated by fuzzy quality function deployment. Subsequently, a multi-objective model of MPP is developed, incorporating the cost utility, information content, and delivery time of module and product based on a probabilistic assessment of module instances from operational data. The non-dominated sorting genetic algorithm II (NSGA-II) is employed to derive the solution set for MPP. The personalized configuration of the Pareto solution set for SMC is derived based on each objective function pair. Finally, we illustrate the effectiveness of the proposed approach through a case study involving a wheel loader and method comparison.
ISSN:2075-1702
DOI:10.3390/machines13121125
Fuente:Engineering Database