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In-depth analysis of three types of enterprises in machining: technical solutions and survival codes
The essence of enterprise management

The following is an in-depth analysis and technical solution for the three types of machining enterprises, combined with industry practice and productivity factors to explain in detail:

1. Mass Production

▶ Core features

dimension

Technical details:

Data support

Device configuration

Dedicated production lines (e.g. crankshaft machines)

Automated loading and unloading manipulator

Online inspection station integration

Equipment investment accounts for total assets60%+

Production beats

The cycle time is fixed (eg30second/cases)

→ Synchronous control via cam mechanism

Production line balance rate95%

Production change logic

Monthly scheduled production schedule

→ Tooling fixtures need to be adjusted for production change (time-consuming4-8hours)

The number of annual production changes <12times

 

 ▶ Technical solutions

Typical Cases:Automobile crankshaft production line (annual output of 500,000 pieces)

Key equipment: Comau high-speed special machine (12-station turntable)

Tool management: PCD forming knife (lifespan 500,000 pieces)

Cost control: material utilization rate 92% (near-net forming of forgings)

 

Pain point solved:  

Modular quick-change units (e.g. Hainbuch modular chucks) reduce changeover times to 1.5 hours

 

 

2. Flexible manufacturing type (FMS)

▶ Core features

dimension

Technical details:

Data support

System architecture

Unitized layout (machining center+Logistics system)

AGV+RGVMaterial flow

The central control tower (MESscheduling)

Equipment utilization85%+

Flexibility

Automatic switching300+seedNCprocedure

→ based onRFIDPallet recognition is automatically called

Mixed-flow ratio (product type/Day) ≥15

Responsiveness

Changeover time15minute

→ Zero point positioning fixture (e.g3R/EROWA

OEE(Comprehensive efficiency) ≥75%

 

▶ Technical solutions

Typical Cases:Mazak iSMART Factory (Aerospace Parts Manufacturing)

Core equipment: INTEGREX e-800V (turning-milling + 5-axis)

Intelligent Scheduling: AI Dynamic Scheduling (Responding to Emergency Orders)

Tool system: HSK tool magazine + laser tool setter (tool change time 1.3 seconds)

Innovative technology:  

Digital twin rehearsal: validation of new workpiece machining procedures in a virtual environment (40% reduction in trial cut costs)

 

 

3. Job Shop

▶ Core features

dimension

Technical details:

Data support

Equipment features:

Universal machine tool (Vertical Increase/Lathe)

→ No automatic tool change system (manual dependence)

The average service age of the equipment is >10year

Personnel dependence

Led by high-skilled masters

→ Empirically adjust parameters (e.g. cutting vibration listening position)

Labor cost proportion35%+

Order characteristics

Single batch50item

→ Daily switching3-5Different workpieces

The types of parts processed are > per year1000

 

▶ Technical solutions

Typical Cases:German precision mold workshop (medical implant processing)

Core equipment: DMU 50 5-axis machining center (no automation configuration)

Know-how: Micron-scale hand polishing (Ra≤0.05μm)

Survival logic: ultra-high value-added parts (unit price>€2000/piece)

 

Upgrade path:

Zero positioning pallets (e.g. Schunk VERO-S) → changeover time from 2h → 25 minutes

 

 

4. Comparison of productivity of three types of enterprises

index

Mass production type

Flexible manufacturing type

Workshop production type

Batch size

500item

5-300item

1-50item

Cost per piece

Excellent (scale effect)

Good (flexible balance)

Poor (no scale effect)

Product complexity cap

Low (standardized)

Extremely high (5-axis multi-sided machining)

High (Technician Dependent)

Suitable for workpiece type

Automotive standard parts

Aviation precision structural parts

medical/Cultural and creative customized parts

The difficulty of digital transformation

★★ ☆☆☆ (cured)

★★★★★ (refactoring required)

★★★ ☆☆ (Partial Modification)

 

 

5. Practical suggestions for transformation

▶ Workshop-style → flexible manufacturing upgrade steps

1. Step 1: Standardization and foundation

Implement tool preset (improve tool loading consistency)

Establish a process parameter library (curing master experience)

2. Step 2: Unitized transformation

Introduction of Robot Island (1 robot serving 3 machines)

Deploy a lightweight MES (electronic dispatch order)

3. Step 3: Smart Transition

Installation of machine tool IoT box (data acquisition)

Access to the cloud process platform (obtain AI programming support)

 

Cost estimation (medium-sized workshop):  

Initial investment of ¥1.8 million → payback within 2 years (40% efficiency improvement + 15% order premium)

 

6. The rules of survival of various types of enterprises

Mass production type: Cost sticking → Extend the life of the special machine through TPM full maintenance, and the equipment depreciation is reduced to ¥0.5/piece

Flexible manufacturing: technical barriers → Master 20 core processes such as titanium alloy thin-wall machining, with a gross profit margin of > 35%

Workshop-style production: scarce value → Focus on unpopular fields such as cultural relics restoration knives to avoid price wars

 

Decisive points for the next ten years:

Batch type supply chain resilience|flexible spelling algorithm iteration|workshop type spelling skill inheritance