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acm-master

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ACM Master: proactive condition monitoring.

Data & Analytics#grafana#predictive-maintenance#sql-server#acm#condition-monitoring#rul-forecasting#detectors
Authorbhadkamkar9snehil
Version1.0.0
Installs0

System Documentation

What problem does it solve?

ACM Master provides a comprehensive framework to orchestrate automated condition monitoring for industrial equipment, unifying data ingestion, multi-detector analytics, and forecasting within a scalable ACM pipeline.

Core Features & Use Cases

  • End-to-end ACM orchestration: batch runs, coldstart management, forecasting, and deployment of ACM pipelines.
  • Data management & observability: SQL Server tables, Grafana dashboards, and traces/logs from the observability stack.
  • Detector tuning & model lifecycle: supports fusion configuration, parameter tuning, and model promotion.
  • Use Case: Deploy ACM to monitor FD_FAN and GAS_TURBINE assets, run detectors, forecast RUL, and visualize results in Grafana.

Quick Start

Activate the skill to run a full ACM workflow on a test dataset and verify outputs in ACM_RunLogs and Grafana dashboards.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: acm-master
Download link: https://github.com/bhadkamkar9snehil/ACM/archive/main.zip#acm-master

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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