倍捻机设备供应链协同管理分析数据

倍捻机设备供应链协同管理是以协同效率指数最大化为目标，通过整合上下游企业资源、优化协作机制实现全链条高效运作的管理模式，整合供应链各环节的产能、技术、信息共享度，形成弹性供应网络，快速响应市场需求波动。本协同管理分析数据具有以下应用场景：在企业内部，通过协同效率指数动态监测，自动调整生产节拍，系统优先分配卓越级、优秀级供应商。在企业外部，构建分级共享机制，优秀级供应商开放生产计划，卓越级供应商共享设计图纸。数据收集：数据采集于本企业与不同供应商之间发生的订单行为，对不同的订单采集到的数据进行降噪、清洗、加工后进行处理。 数据处理：采集的数据包括有以下：Oactual代表实际完成订单量，数据来源于ERP系统；Oplan代表计划订单量，数据来源于生产计划表；Ddelay代表延迟交货天数，数据来源于物流系统；Dtotal代表总交付周期，数据来源于合同约定；Sshare代表供应链信息共享度，数据来源于协同平台；还包括有w1、w2和w3，分别代表权重系数（其值分别为0.2、0.45和0.35），数据来源于专家评估。协同效率指数公式：E=w1* Oactual /Oplan+w2*（1-Ddelay/Dtotal）+w3* log( Sshare+1)，其中E为协同效率指数，log2在数学中以10为底的对数函数，通过采集到的输入量从而可计算出协同效率指数E值。数据运用：根据协同效率指数E供应商进行分级：卓越级（E≥1.1），优秀级（0.8≤E<1.1），合格级（0.6≤E<0.8），低效级（E<0.6）。

Supply chain collaborative management for two-for-one twister equipment is a management model aiming to maximize the collaborative efficiency index, which achieves efficient operation of the entire supply chain by integrating resources of upstream and downstream enterprises and optimizing collaboration mechanisms. It integrates production capacity, technology and information sharing degree of each supply chain link to build a flexible supply network and rapidly respond to fluctuations in market demand.

The analysis data for this collaborative management has the following application scenarios:
1. Internal enterprise operations: Through dynamic monitoring of the collaborative efficiency index, the production rhythm is automatically adjusted, and the system prioritizes allocating top-tier and premium-grade suppliers.
2. External enterprise operations: A hierarchical sharing mechanism is established, where premium-grade suppliers share their production plans, and top-tier suppliers share design drawings.

Data collection: Data is collected from order transactions between this enterprise and various suppliers. The collected order data is processed via denoising, cleaning and preprocessing.

Data details: The collected data includes the following items:
- Oactual: actual completed order volume, sourced from the ERP system;
- Oplan: planned order volume, sourced from the production schedule;
- Ddelay: number of delayed delivery days, sourced from the logistics system;
- Dtotal: total delivery lead time, sourced from contract agreements;
- Sshare: supply chain information sharing degree, sourced from the collaborative platform;
- Additionally, w1, w2 and w3 represent weight coefficients (with values of 0.2, 0.45 and 0.35 respectively), which are derived from expert evaluations.

Collaborative efficiency index formula: The formula for calculating the collaborative efficiency index is E = w1 * Oactual / Oplan + w2 * (1 - Ddelay / Dtotal) + w3 * log₁₀(Sshare + 1), where E represents the collaborative efficiency index, and log₁₀ denotes the base-10 common logarithm in mathematics. The collaborative efficiency index E can be calculated using the collected input variables.

Data application: Suppliers are classified into four tiers based on the collaborative efficiency index E:
- Top-tier (excellent-level) suppliers: E ≥ 1.1
- Premium-grade suppliers: 0.8 ≤ E < 1.1
- Qualified-grade suppliers: 0.6 ≤ E < 0.8
- Low-efficiency suppliers: E < 0.6

搜集汇总

背景与挑战

背景概述

该数据集是倍捻机设备供应链协同管理分析数据，包含3860条记录，每月更新，用于通过协同效率指数评估供应商分级，优化供应链管理。