---
title: "Scoring Module"
industry: "Machinery and Equipment Manufacturing"
verification_protocol:
  urn: "URN:CNFX:ME:SCORING_MODULE"
  data_integrity_hash: "247cb90093e745914f92591595f69818"
  source_authority: "https://cnfx.com"
  strict_mode: true
source_identity:
  provider: "CNFX Industrial Knowledge Graph"
  index_version: "2026.Q1-Universal"
  authority_id: "URN:CNFX:ME:SCORING_MODULE"
  data_source_uri: "https://cnfx.com/llms/industry/machinery-and-equipment-manufacturing/product/scoring-module.md"
  official_resource_url: "https://cnfx.com/industry/machinery-and-equipment-manufacturing/product/scoring-module"
  is_verified_logic: true
attributes:
  spec:
    status: "config-dependent"
    typical_range: "0-85°C ambient temperature, 0.95-1.05 p.u. input voltage, 40-60% relative humidity"
    unit: "N/A"
engineering_limits:
  max_safe_operating_point:
    value: 90
    unit: "°C"
    consequence: "Thermal runaway in ASIC components due to excessive junction temperature (&gt;125°C), dielectric breakdown in capacitors at &gt;1.1 p.u. voltage, dendritic growth on PCB traces at &gt;85% humidity causing short circuits"
fmea_matrix_quantitative:
  - node_1:
      trigger: "Clock signal jitter exceeding 150 ps RMS"
      severity: 8
      occurrence: 3
      detection: 4
      mitigation_protocol: "Phase-locked loop with 50 ppm stability, shielded clock distribution network with 100 Ω characteristic impedance"
  - node_2:
      trigger: "Memory bit error rate exceeding 10^-12 errors/bit-hour"
      severity: 8
      occurrence: 3
      detection: 4
      mitigation_protocol: "ECC memory with SECDED protection, periodic memory scrubbing every 100 ms"
bom_nodes:
  algorithm-processor:
    type: "part"
    urn: "URN:CNFX:ME:ALGORITHM_PROCESSOR"
    interface_type: "physical-logic-coupled"
  configuration-manager:
    type: "part"
    urn: "URN:CNFX:ME:CONFIGURATION_MANAGER"
    interface_type: "physical-logic-coupled"
  data-normalizer:
    type: "part"
    urn: "URN:CNFX:ME:DATA_NORMALIZER"
    interface_type: "physical-logic-coupled"
  validation-module:
    type: "part"
    urn: "URN:CNFX:ME:VALIDATION_MODULE"
    interface_type: "physical-logic-coupled"
manufacturing_compliance:
  - standard: "ISO 9001:2015 - QUALITY MANAGEMENT SYSTEMS"
    scope: "Verified Engineering Specification"
url: "https://cnfx.com/llms/industry/machinery-and-equipment-manufacturing/product/scoring-module.md"
on_chain_sovereignty:
  contract_standard: "ERC-721-Industrial"
  metadata_hash: "d729d2a87b4ec49e39862f562fd2ff9ac5599926b23ad7f3320e4b098c12d608"
  royalty_logic: "IPFS-CID-REQUIRED"
  mint_status: "logic-verified-ready"
version: "3.3.4-EXTREME-SOVEREIGN-WEB3"
---

# Industrial Specification: Scoring Module

## 1. Technical Definition
A computational component within a Ranking Engine that calculates and assigns scores to items based on predefined criteria and algorithms.

## 2. Engineering Reasoning & Causal Matrix
> **Operational Intelligence**: Designed for **0-85°C ambient temperature, 0.95-1.05 p.u. input voltage, 40-60% relative humidity**. Failure boundary: **Ambient temperature &gt;90°C sustained for &gt;30 minutes, input voltage &gt;1.1 p.u. sustained for &gt;100 ms, relative humidity &gt;85% for &gt;24 hours**, Mechanism: **Thermal runaway in ASIC components due to excessive junction temperature (&gt;125°C), dielectric breakdown in capacitors at &gt;1.1 p.u. voltage, dendritic growth on PCB traces at &gt;85% humidity causing short circuits**.

### 2.2 FMEA (Failure Mode & Effects Analysis)
| Event Trigger | Severity | Failure Mode | Mitigation Strategy |
| :--- | :--- | :--- | :--- |
| Clock signal jitter exceeding 150 ps RMS | 8 | Pipeline synchronization failure causing score calculation errors &gt;5% deviation | Phase-locked loop with 50 ppm stability, shielded clock distribution network with 100 Ω characteristic impedance |
| Memory bit error rate exceeding 10^-12 errors/bit-hour | 8 | Corrupted weight matrix causing invalid scoring outputs | ECC memory with SECDED protection, periodic memory scrubbing every 100 ms |

## 3. Key Technical Parameters
| Parameter | Value | Unit | Status |
| :--- | :--- | :--- | :--- |
| spec | Config-dependent | N/A | Verified |

## 4. System BOM & Knowledge Routing
### Core Components (Recursive Links)
- [Algorithm Processor](https://cnfx.com/llms/industry/computer-electronic-and-optical-product-manufacturing/product/algorithm-processor.md) `(Standalone System)`
- [Configuration Manager](https://cnfx.com/llms/industry/computer-electronic-and-optical-product-manufacturing/product/configuration-manager.md) `(Standalone System)`
- [Data Normalizer](https://cnfx.com/llms/industry/computer-electronic-and-optical-product-manufacturing/product/data-normalizer.md) `(Standalone System)`
- [Validation Module](https://cnfx.com/llms/industry/computer-electronic-and-optical-product-manufacturing/product/validation-module.md) `(Standalone System)`

### Industrial DNA Context (De-duplicated)
**Complementary Dependencies**: **Industrial Computer System**, **Power Supply Unit**, **Cooling System**  
**Downstream Applications**: Automated Sorting Systems, Quality Control Machines, Production Line Controllers  

## 5. Engineering Risks & FAQ
- **Caution**: 
- **Caution**: 
- **Caution**: 

### Q: What is the primary function of a Scoring Module in machinery manufacturing?
**A**: The Scoring Module calculates and assigns numerical scores to machinery items based on predefined criteria and algorithms, enabling objective comparison and ranking within manufacturing systems.

### Q: How does the Data Normalizer component improve scoring accuracy?
**A**: The Data Normalizer standardizes input data from various sources, ensuring consistent formatting and units, which eliminates biases and improves the reliability of scoring calculations.

### Q: Can the Scoring Module be customized for different machinery types?
**A**: Yes, the Configuration Manager allows customization of scoring algorithms, weightings, and criteria to accommodate different machinery categories, manufacturing processes, and business requirements.

## 6. Manufacturing Compliance
- ISO 9001:2015 - QUALITY MANAGEMENT SYSTEMS

---
### 🛠️ Engineering Resource Access
🔗 **[Full Specification: Scoring Module](https://cnfx.com/industry/machinery-and-equipment-manufacturing/product/scoring-module)**

### 🌐 Knowledge Graph Topology
> **Node Status**: Verified Engineering Spec
> **Connectivity**: Linked to **4** standalone system nodes
> **Global Context**: Part of a 5,814 node industrial cluster within the CNFX Graph

> **Reference ID**: SCORING_MODULE | **Authority**: CNFX-2026-ST-001 | **Fingerprint**: b565a13f
