Research Progress on Customized Furniture Workshop Scheduling System

LI Rongrong; SHI Ting; ZHOU Xiaomin

doi:10.12326/j.2096-9694.2025018

DISCUSSION ＆SUGGESTION | Views : 0 下载量: CSCD: 0 CNKI被引量: 0 Crossref: 0 Wos: 0 Scopus: 0 更多指标

PDF
Export
Share
Collection
Album

Research Progress on Customized Furniture Workshop Scheduling System
College of Furnishings and Industrial Design，Nanjing Forestry University，Nanjing 210037，Jiangsu，China
Vol. 39, Issue 3, Pages: 63-71(2025)
DOI： 10.12326/j.2096-9694.2025018
稿件说明：

移动端阅览

李荣荣,时婷,周小敏.定制家具车间调度系统的研究进展[J].木材科学与技术,2025,39(03):63-71. DOI： 10.12326/j.2096-9694.2025018.

LI Rongrong,SHI Ting,ZHOU Xiaomin.Research Progress on Customized Furniture Workshop Scheduling System[J].Chinese Journal of Wood Science and Technology,2025,39(03):63-71. DOI： 10.12326/j.2096-9694.2025018.

摘要

车间调度系统在提高制造系统灵活性与处理约束效率上发挥重要作用，推动企业向精益化管理与敏捷制造方向转型。本研究首先从生产工艺、制造层级和执行顺序三个维度对车间调度类型进行分类总结，比较主流车间调度模型的约束特征与求解原理；其次，详细阐述定制家具车间中不同生产环节及流程的智能调度优化方案与应用特征，最后对调度技术发展趋势进行展望。数据驱动技术推动车间智能调度从离线静态优化向实时动态输出转变，展现了车间调度系统与各类先进数字化技术的可交互性与拓展性；最优化生产通过差异化约束特征构造与关键制造资源的最优指派，实现资源配置效能的最大化，体现了车间智能调度系统在提升企业经济与管理效益方面具有的良好应用前景。

Abstract

The workshop scheduling system plays an important role in improving the flexibility of manufacturing systems and the efficiency of dealing with constraints. It promotes the transformation of enterprises to lean management and agile manufacturing. In this study

the different types of workshop scheduling were classified and summarized from three dimensions including the production process

the manufacturing level

and the execution order. The constraint characteristics and resolving principles of mainstream workshop scheduling models were compared. Secondly

the intelligent scheduling optimization scheme and application characteristics of different production links and processes in the customized furniture workshop were elaborated in detail. At last

the development trend of the scheduling system was prospected. Data-driven technology promotes the transformation of intelligent scheduling in the workshop from offline static optimization to real-time dynamic output

presenting the interactivity and scalability of scheduling system and various advanced digital technologies. Optimal production maximiszs the efficiency of resource allocation through the structure of differentiated constraint features and the optimal allocation of key manufacturing resources

which reflects the excellent application prospect of workshop scheduling system to improve the economic and management benefits of enterprises.

关键词

Keywords

references

谢家平 , 郑颖珊 , 董旗 . 供应链数智化建设赋能制造企业新质生产力：基于供应链创新与应用试点城市建设的准自然实验 [J ] . 上海财经大学学报 , 2024 , 26 ( 5 ): 15 - 29 .

XIE J P , ZHENG Y S , DONG Q . The digital and intelligent construction of supply chains enables the new quality productive forces of manufacturing enterprises: a quasi-natural experiment based on the construction of supply-chain innovation and application pilot cities [J ] . Journal of Shanghai University of Finance and Economics , 2024 , 26 ( 5 ): 15 - 29 .

秦艳 , 蒋海勇 . 新质生产力促进制造业转型升级的机理与路径：基于产业链视角 [J ] . 企业经济 , 2024 , 43 ( 10 ): 49 - 59 .

QIN Y , JIANG H Y . Mechanism and path of new quality productivity promoting transformation and upgrading of manufacturing industry [J ] . Enterprise Economy , 2024 , 43 ( 10 ): 49 - 59 .

欧阳周洲 , 吴义强 , 陶涛 , 等 . 大规模定制家具加工中心多钻头并行作业的优化 [J ] . 林业工程学报 , 2024 , 9 ( 2 ): 175 - 183 .

OUYANG Z Z , WU Y Q , TAO T , et al . Research on multiple drill bits parallel machining optimization for mass customization furniture CNC center [J ] . Journal of Forestry Engineering , 2024 , 9 ( 2 ): 175 - 183 .

YAZDANI M , HAGHANI M . Exploring the evolution of machine scheduling through a computational approach [J ] . Engineering Applications of Artificial Intelligence , 2024 , 133 : 108572 .

ABU F , GHOLAMI H , SAMAN M ZMAT , et al . The implementation of lean manufacturing in the furniture industry: a review and analysis on the motives, barriers, challenges, and the applications [J ] . Journal of Cleaner Production , 2019 , 234 : 660 - 680 .

李静 , 戴达鹏 , 郭洪武 , 等 . 面向智能制造的实木家具产品数字化设计技术 [J ] . 林业工程学报 , 2024 , 9 ( 4 ): 168 - 175 .

LI J , DAI D P , GUO H W , et al . Digital design technology of solid wood furniture for intelligent manufacturing [J ] . Journal of Forestry Engineering , 2024 , 9 ( 4 ): 168 - 175 .

DUAN J G , FENG M Y , ZHANG Q L . Energy-efficient collaborative scheduling of heterogeneous multi-stage hybrid flowshop for large metallic component manufacturing [J ] . Journal of Cleaner Production , 2022 , 375 : 134148 .

GHASEMI A , FARAJZADEH F , HEAVEY C , et al . Simulation optimization applied to production scheduling in the era of industry 4.0: a review and future roadmap [J ] . Journal of Industrial Information Integration , 2024 , 39 : 100599 .

罗卓荣 , 黎展滔 , 陈庆新 , 等 . 考虑有限缓冲区的自动分拣系统出入库调度算法 [J/OL ] . 计算机集成制造系统 , 2023 : 1 - 22 . ( 2023-09-28 ). https://kns.cnki.net/KCMS/detail/detail.aspx?filename=JSJJ20230925006&dbname=CJFD&dbcode=CJFQ https://kns.cnki.net/KCMS/detail/detail.aspx?filename=JSJJ20230925006&dbname=CJFD&dbcode=CJFQ .

贾晓月 , 蔡爽 , 刘凤春 , 等 . 基于改进NSGA-Ⅱ的供应链协同精准排产 [J ] . 组合机床与自动化加工技术 , 2023 ( 4 ): 183 - 186, 192 .

JIA X Y , CAI S , LIU F C , et al . Supply chain collaborative precise production scheduling based on improved NSGA-Ⅱ [J ] . Modular Machine Tool & Automatic Manufacturing Technique , 2023 ( 4 ): 183 - 186, 192 .

WEN X Y , QIAN Y J , LIAN X N , et al . Improved genetic algorithm for integrated process planning and scheduling in distributed heterogeneous manufacturing environment [J ] . Engineering Applications of Artificial Intelligence , 2024 , 133 : 108569 .

GOSAVI A , GOSAVI A A . CONWIP control in the digitized world: The case of the cyber-physical jobshop [J ] . International Journal of Production Economics , 2024 , 270 : 109169 .

高艺平 , 李新宇 , 单杭冠 , 等 . 5G技术赋能的智能离散制造车间主动调度模式 [J ] . 机械工程学报 , 2023 , 59 ( 12 ): 38 - 46 .

GAO Y P , LI X Y , SHAN H G , et al . Research on proactive scheduling theory and method enabled by 5G technology for intelligent discrete manufacturing shop [J ] . Journal of Mechanical Engineering , 2023 , 59 ( 12 ): 38 - 46 .

刘国宝 , 张洁 . 基于改进滚动时域优化策略的动态调度方法 [J ] . 机械工程学报 , 2013 , 49 ( 14 ): 182 - 190 .

LIU G B , ZHANG J . Dynamic schedule method based on improved rolling time domain optimization strategy [J ] . Journal of Mechanical Engineering , 2013 , 49 ( 14 ): 182 - 190 .

WANG Y T , HAN Y Y , PAN Q K , et al . Redefining hybrid flow shop group scheduling: Unveiling a novel hybrid modeling paradigm and assessing 48 MILP and CP models [J ] . Swarm and Evolutionary Computation , 2023 , 83 : 101416 .

LEI K , GUO P , ZHAO W C , et al . A multi-action deep reinforcement learning framework for flexible Job-shop scheduling problem [J ] . Expert Systems with Applications , 2022 , 205 : 117796 .

袁凤连 , 黄波 , 王际鹏 , 等 . 基于Petri网的组合设备建模与调度综述 [J ] . 自动化学报 , 2023 , 49 ( 5 ): 929 - 948 .

YUAN F L , HUANG B , WANG J P , et al . A survey of modeling and scheduling of cluster tools based on Petri nets [J ] . Acta Automatica Sinica , 2023 , 49 ( 5 ): 929 - 948 .

CIMINO A , LONGO F , MIRABELLI G , et al . Enhancing internal supply chain management in manufacturing through a simulation-based digital twin platform [J ] . Computers & Industrial Engineering , 2024 , 198 : 110670 .

NEJATI E , GHAEDY-HEIDARY E , GHASEMI A , et al . A machine learning-based simulation metamodeling method for dynamic scheduling in smart manufacturing systems [J ] . Computers & Industrial Engineering , 2024 , 196 : 110507 .

刘文 , 宋杰 , 郭琼 , 等 . 基于Flexsim的定制门窗生产线仿真模型的构建与优化 [J ] . 林业工程学报 , 2025 , 10 ( 1 ): 177 - 186 .

LIU W , SONG J , GUO Q , et al . Construction and optimization of simulation model for customized door and window production line based on Flexsim [J ] . Journal of Forestry Engineering , 2025 , 10 ( 1 ): 177 - 186 .

YU Y , LOU Q , TANG J F , et al . An exact decomposition method to save trips in cooperative pickup and delivery based on scheduled trips and profit distribution [J ] . Computers & Operations Research , 2017 , 87 : 245 - 257 .

FERNANDEZ-VIAGAS V , TALENS C , DE ATHAYDE PRATA B . A speed-up procedure and new heuristics for the classical job shop scheduling problem: a computational evaluation [J ] . European Journal of Operational Research , 2025 , 322 ( 3 ): 783 - 794 .

FENG X B , ZHAO F , JIANG G D , et al . A tabu memory based iterated greedy algorithm for the distributed heterogeneous permutation flowshop scheduling problem with the total tardiness criterion [J ] . Expert Systems with Applications , 2024 , 238 : 121790 .

MARTÍ R , SEVAUX M , SÖRENSEN K . Fifty years of metaheuristics [J ] . European Journal of Operational Research , 2025 , 321 ( 2 ): 345 - 362 .

彭淑勤 , 熊先青 . 基于分类算法的定制家具客户需求信息处理 [J ] . 林业工程学报 , 2025 , 10 ( 1 ): 168 - 176 .

PENG S Q , XIONG X Q . Research on customer demand information processing for customized furniture based on classification algorithms [J ] . Journal of Forestry Engineering , 2025 , 10 ( 1 ): 168 - 176 .

HUANG J P , GAO L , LI X Y . An end-to-end deep reinforcement learning method based on graph neural network for distributed job-shop scheduling problem [J ] . Expert Systems with Applications , 2024 , 238 : 121756 .

王国坤 , 熊先青 , 杨路洁 , 等 . 面向板式家具数字化制造的拆单软件现状与发展分析 [J ] . 林业工程学报 , 2024 , 9 ( 3 ): 175 - 183 .

WANG G K , XIONG X Q , YANG L J , et al . Analysis of current situation and development of splitting software for digital manufacturing of panel furniture [J ] . Journal of Forestry Engineering , 2024 , 9 ( 3 ): 175 - 183 .

王金鑫 , 伍占文 , 胡伟 , 等 . 带有缓冲约束的板式家具混合流水车间调度求解方法 [J ] . 林业工程学报 , 2023 , 8 ( 3 ): 198 - 204 .

WANG J X , WU Z W , HU W , et al . Hybrid flow shop scheduling in panel furniture with buffer constraint [J ] . Journal of Forestry Engineering , 2023 , 8 ( 3 ): 198 - 204 .

HE P , ZHANG B , LU C , et al . Optimizing distributed reentrant heterogeneous hybrid flowshop batch scheduling problem: Iterative construction-local search-reconstruction algorithm [J ] . Swarm and Evolutionary Computation , 2024 , 90 : 101681 .

LU C , HUANG Y X , MENG L L , et al . A Pareto-based collaborative multi-objective optimization algorithm for energy-efficient scheduling of distributed permutation flow-shop with limited buffers [J ] . Robotics and Computer-Integrated Manufacturing , 2022 , 74 : 102277 .

李新宇 , 黄江平 , 李嘉航 , 等 . 智能车间动态调度的研究与发展趋势分析 [J ] . 中国科学: 技术科学 , 2023 , 53 ( 7 ): 1016 - 1030 .

LI X Y , HUANG J P , LI J H , et al . Research and development trend of intelligent shop dynamic scheduling [J ] . Scientia Sinica (Technologica) , 2023 , 53 ( 7 ): 1016 - 1030 .

黄家文 , 周昭龙 , 陶涛 , 等 . 基于机器故障下板式定制家具混合流水车间动态调度研究 [J ] . 林产工业 , 2023 , 60 ( 11 ): 66 - 71 .

HUANG J W , ZHOU Z L , TAO T , et al . Research on dynamic scheduling of hybrid flow shop for panel custom furniture based on machine fault [J ] . China Forest Products Industry , 2023 , 60 ( 11 ): 66 - 71 .

吕岩 , 徐正军 , 李聪波 , 等 . 考虑扰动事件的机械加工工艺参数与车间动态调度综合节能优化 [J ] . 机械工程学报 , 2022 , 58 ( 19 ): 242 - 255 .

LYU Y , XU Z J , LI C B , et al . Comprehensive energy saving optimization of processing parameters and job shop dynamic scheduling considering disturbance events [J ] . Journal of Mechanical Engineering , 2022 , 58 ( 19 ): 242 - 255 .

刘燚 , 刘长安 . 基于混合遗传算法的车间动态调度研究 [J ] . 组合机床与自动化加工技术 , 2017 ( 3 ): 158 - 160 .

LIU Y , LIU C A . Research on job shop dynamic scheduling based on hybrid genetic algorithm [J ] . Modular Machine Tool & Automatic Manufacturing Technique , 2017 ( 3 ): 158 - 160 .

耿睿 , 林秋丽 , 刘俊 , 等 . 定制家具质检流水线运输行为建模与分析 [J ] . 林业工程学报 , 2024 , 9 ( 4 ): 185 - 192 .

GENG R , LIN Q L , LIU J , et al . Modeling and analysis of transport behavior of custom furniture QC assembly line [J ] . Journal of Forestry Engineering , 2024 , 9 ( 4 ): 185 - 192 .

WU Y M , ZHU X R , FEI J C , et al . A novel joint optimization method of multi-agent task offloading and resource scheduling for mobile inspection service in smart factory [J ] . IEEE Transactions on Vehicular Technology , 2024 , 73 ( 6 ): 8563 - 8575 .

张峰 , 陈乃超 , 邢海燕 . 柔性车间生产资源与AGV物流资源联合优化调度 [J ] . 现代制造工程 , 2023 ( 10 ): 1 - 7 .

ZHANG F , CHEN N C , XING H Y . Joint optimal scheduling of flexible workshop production resources and AGV logistics resources [J ] . Modern Manufacturing Engineering , 2023 ( 10 ): 1 - 7 .

WANG H , PENG T , LI X Y , et al . An integrated simulation-optimization method for flexible assembly job shop scheduling with lot streaming and finite transport resources [J ] . Computers & Industrial Engineering , 2025 , 200 : 110790 .

Alert me when the article has been cited

提交

Special Forest Project in National Key Research and Development Program - Empowering Innovation of Wood Processing Industry

Construction and Technology of Digital Twin Model in Customized-Furniture Intelligent Manufacturing Workshop

Construction Thought and Layout Method of Digital Machining Workshop for Solid Wood Furniture

Discussion on the Digital Twin Model of Intelligent Workshop of Custom Panel Furniture