2022-05-27-罗兰贝格-Accelerate_your_digitalization_journey_with_help_from_the_cloud_20页_2mb

Summary of Cloud-Based Production in Manufacturing

Overview

Cloud-based production leverages cloud technology to accelerate digitalization in manufacturing by enabling data analytics, machine learning, and IIoT integration. It addresses challenges like legacy systems and implementation barriers through scalable cloud solutions, fostering Industry 4.0 adoption.

Key Benefits

• Efficiency and Cost Savings: Cloud platforms facilitate real-time data processing, predictive maintenance, and optimized resource management, leading to reduced downtime and energy consumption.
• Three Cloud Archetypes:
  • Factory/Company Cloud: Enhances manufacturing processes with tools like OEE monitoring and AI-driven simulations.
  • Supply Chain Cloud: Improves visibility and agility, enabling cost-effective logistics and emissions tracking.
  • Product Life Cycle Management Cloud: Leverages field data for real-time error prevention and service innovation, such as predictive maintenance and AR/VR applications.

Challenges and Solutions

• Implementation Hurdles: Companies often face difficulties due to technological constraints, lack of expertise, and organizational resistance. These can be mitigated by building cross-functional teams and adopting a "fail fast" approach.
• Recommended Three-Step Approach:
  1. Establish a Dedicated Team: Focus on digital use cases to gain initial experience.
  2. Create a Digital Unit: Scale up efforts with structured prioritization and training.
  3. Define Target IT/OT Landscape: Plan for system transitions, partnerships (e.g., single-cloud or multi-cloud strategies), and minimize redundancies.

Practical Examples

• Steel Industry Case: Cloud-based predictive maintenance reduced annual revenue losses by up to €600,000, cut downtime by 13 hours, and improved energy efficiency.
• Other Applications: Single-stand mills and supply chain optimizations demonstrate cost savings through data-driven automation.

Conclusion

Cloud-based production offers transformative potential, enabling manufacturers to achieve significant ROI quickly and overcome digitalization challenges through strategic implementation roadmaps.