Why Most “IEC 62264-Based MOM Systems”Misuse the Activity Model

A Position Paper on the Structural Role of IEC 62264 Activities in Manufacturing Operations Management


Abstract

IEC 62264 (ISA-95) is widely referenced as the semantic foundation of Manufacturing Operations Management (MOM) systems.

However, despite apparent compliance with the standard, many such systems suffer from poor governability, limited auditability, and structural rigidity.

This paper argues that these failures do not originate from IEC 62264 itself, but from a systematic misinterpretation of the Activity Model, where Activities are incorrectly implemented as execution steps, workflow nodes, or lifecycle stages.

We clarify the original intent of IEC 62264 Activities, analyze the structural consequences of their misuse, and propose a principled interpretation:
Activities are semantic responsibility coordinates, not executable units .

They must inform system structure without being directly enacted.


1. The Problem Is Not the Standard

IEC 62264 has, for more than two decades, provided a shared vocabulary for manufacturing operations.

Many MOM and MES systems declare themselves "IEC 62264-based" by referencing its object models, interfaces, or Activities.

Yet in practice, a recurring pattern emerges:

Systems appear standard-compliant in documentation,

but become increasingly difficult to govern, evolve, and explain during operation.

This discrepancy is often attributed to implementation quality or project complexity.

In reality, the root cause is more fundamental: Activities are routinely used in ways the standard never intended.


2. The Intended Role of IEC 62264 Activities

IEC 62264-3 defines Activities such as:

  • Production Scheduling

  • Production Dispatching

  • Production Execution

  • Production Tracking

  • Production Performance Analysis

  • Quality Management

  • Inventory Management

  • Maintenance Management

These Activities are not procedural instructions.

They are stable operational responsibility domains that exist continuously in any manufacturing enterprise.

Three essential characteristics define IEC 62264 Activities:

  1. They represent responsibility domains, not actions

  2. They exist independently of specific orders, batches, or executions

  3. They are inherently concurrent, not sequential

In other words, Activities answer the question:

"Which types of operational responsibility must always be present?"

They do not answer:

"In what order should work be executed?"


3. The Most Common Misuse: Treating Activities as Workflow Steps

In many MOM systems, Activities are directly mapped to:

  • Workflow steps

  • Process stages

  • State machine states

  • Execution modules

A typical interpretation looks like:

Scheduling → Dispatching → Execution → Tracking → Analysis

This linearization is intuitively appealing, but structurally incorrect.

It converts semantic coordinates into execution sequences, fundamentally altering their role.


4. Why This Misuse Is So Widespread

This misinterpretation is not accidental. It arises from three strong engineering tendencies:

4.1 Workflow-Centric System Thinking

Most enterprise systems are designed around workflows, states, and transitions.

When engineers encounter the term Activity, it is naturally interpreted as something that "runs".

4.2 Execution Bias Over Governance

Under delivery pressure, "making the system run" often takes precedence over preserving responsibility structure.

Activities are therefore pulled downward into execution logic.

4.3 Absence of Stable Responsibility Objects

When systems lack long-lived task or responsibility objects, Activities are forced to absorb responsibilities they were never meant to carry.


5. Structural Consequences of Misusing Activities

Once Activities are treated as executable units, a series of structural failures becomes inevitable.

5.1 Decisions Become Hidden Inside Logic

Operational decisions that should be explicit and accountable are embedded in workflows, rules, or code branches.

As a result:

  • Decisions are made

  • But the system cannot explain who decided what, under which responsibility domain, and why


5.2 Responsibility Lifecycles Collapse

Execution-bound Activities can only exist for the duration of a run.

Real operational responsibilities, however, are long-lived, revisable, and auditable.

Without persistent responsibility carriers, feedback loops disappear, and manual coordination becomes the only fallback.


5.3 Horizontal Coordination Is Forced into Vertical Structure

Issues of cross-domain coordination are incorrectly "solved" by adding more process stages.

This leads to:

  • Longer workflows

  • Higher coupling

  • No improvement in cross-organizational consistency


6. A Correct Interpretation: Activities as Semantic Coordinates

In a structurally sound MOM architecture, IEC 62264 Activities should function as:

Semantic coordinates for operational responsibility, not execution units.

A principled interpretation is:

  • IEC 62264 Activity → Responsibility type

  • Domain Task Unit → Responsibility carrier

  • Execution logic → Mechanisms operating around tasks

Activities define what kind of responsibility exists .

They do not execute, progress, or complete.


7. Why Activities Cannot Carry Decisions or Feedback Loops

This distinction is critical.

  • Activities are classifications

  • Decisions require accountable carriers

  • Feedback loops require persistent objects

Attaching decisions or loops directly to Activities (or their workflow representations) makes them:

  • Non-referable

  • Non-auditable

  • Non-reusable across time and context

Governance then inevitably shifts back to human coordination.


8. What "IEC 62264-Based" Should Really Mean

Being "IEC 62264-based" does not mean:

  • Activities appear in workflows

  • Activities map to system modules

  • Activity names are hard-coded into logic

It means:

The system structurally respects IEC 62264's partitioning of operational responsibility.

When used correctly, Activities often become invisible:

  • They do not drive execution

  • They do not enforce order

  • They quietly anchor responsibility semantics


9. Conclusion

IEC 62264 does not prescribe how systems should run .

It defines which operational responsibilities must always exist.

When Activities are treated as workflow steps, systems may look compliant.

When Activities are treated as semantic responsibility coordinates, systems become governable.

The difference is not cosmetic---it is structural.

相关推荐
今天只学一颗糖9 小时前
1、《深入理解计算机系统》--计算机系统介绍
linux·笔记·学习·系统架构
若风的雨13 小时前
【deepseek】RT-Thread 对 PCIe 的支持情况
系统架构
我只会写Bug啊17 小时前
【软考】系统架构设计师-论文范文(三)
系统架构·软考·系统架构师·系统分析师·十大管理·信息项目管理工程师
我只会写Bug啊18 小时前
【软考】系统架构设计师-论文范文(二)
系统架构·软考·系统分析师·十大管理·信息项目管理
AI周红伟1 天前
周红伟:ChatADS聊天广告,OpenAI广告系统架构设计:实时投放与访问扩展的工程实现
系统架构
C澒2 天前
电商供应链履约中台架构与业务全流程解析
前端·架构·系统架构·教育电商·交通物流
愿你天黑有灯下雨有伞2 天前
高效异步处理:基于RocketMQ的延迟消费系统架构全解析
系统架构·rocketmq
知识即是力量ol2 天前
亿级日活背后的技术挑战:如何构建高并发通用计数系统?——《亿级流量系统架构设计与实战》
redis·系统架构·高并发·计数系统·亿级日活
我只会写Bug啊2 天前
【软考】系统架构设计师-论文范文(一)
大数据·系统架构·信息系统项目管理师·架构设计·系统分析师
AIagenttest2 天前
2026年招聘系统架构演进:为何视觉语义智能体正在取代传统爬虫?(含ROI算力模型分析)
爬虫·系统架构