Ethics Techno Solutions
🏆SPECIALIZED INDUSTRY ERP

Glass ERP & Cutting Optimizer — 2D Nesting & Plant Automation Case Study

How India’s premier architectural glass processor slashed costly float glass scrap rates from 14.8% to 5.2% using our cutting-edge optimization algorithms.

Client ProfileCrystalShield Architectural Glass & Toughening
Industry SectorGlass Fabrication & Processing
Geographic ScopeAhmedabad, Gujarat
Project Duration3 Months Deployment
5.2%Scrap Rate Reduced ToSlashed raw material scrap from 14.8% down to 5.2%, saving ₹84 Lakhs annually
85%+Remnant Reuse EfficiencyRescued over 1,400 usable remnant glass sheets from the scrap dumpster
3xFaster Cutting Cycle TimeAutomated CNC file streaming replaced all manual USB stick transfers
100%Delivery Batch TraceabilityZero customer complaints regarding missing glass panels on site
📖Executive Summary

Project Overview & Context

In float and tempered glass manufacturing, scrap material and offcut wastage represent the single largest operational cost. Standard ERP systems fail to address geometric 2D rectangle nesting, CNC table integration, or remnant offcut stock management. Ethics Techno Solutions engineered a bespoke Glass ERP & Cutting Optimizer that revolutionized their shop floor economics.

⚠️The Challenge

Severe Scrap Wastage and Breakage Tracking Inefficiencies

The processor handled jumbo float sheets (3660mm x 2440mm) and custom architectural facade dimensions with manual CAD nesting that caused substantial losses:

✕High Scrap Rates (14.8%): Manual glass layout on cutting tables created large unusable shards that ended up as low-value cullet scrap.
✕Lost Remnant Sheets: Reusable offcut pieces were stacked in warehouse racks without barcodes, forgotten, and eventually broken or thrown away.
✕CNC Cutting Table Disconnect: Cutting files had to be manually transferred via USB pendrives to Italian CNC machines, causing production delays.
✕Lamination & Tempering Furnace Tracking: Lack of traceability for which sheet broke at which stage made customer remake requests chaotic.
💡The Engineering Solution

Specialized 2D Nesting Engine & Shop-Floor Barcode Tracking

We implemented our proprietary 2D Guillotine Cutting Optimization algorithm directly integrated into the factory ERP and CNC control consoles.

Core Deliverables Implemented:

✓Mathematical 2D Nesting Optimizer: Evaluates millions of geometric permutations in seconds to find the highest-yield cutting patterns.
✓Remnant Offcut Barcode Inventory: Every offcut larger than 600mm x 400mm is automatically assigned a barcode and prioritized for future smaller orders.
✓Direct CNC Controller Link: Automated DXF and CNC G-code generation with direct network export to Bottero, Lisec, and Bystronic glass cutting lines.
✓A-Frame Rack Dispatch Management: Visual tracking of glass panels loaded into delivery A-frame trucks, preventing dispatch mix-ups.

Technology & Architectural Pillars:

Optimization Core: High-performance C++ / WebAssembly mathematical cutting algorithm engine
Database: High-speed local industrial database synchronized with cloud central repository
Shop Floor Clients: Ruggedized touchscreen terminals at breakout tables and furnace entry points
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Ethics Techno Solutions understands the unique physics and economics of glass processing. Their 2D cutting optimizer paid for its entire implementation within just 45 days through raw material savings alone.

Pradeep Patel

Founder • CrystalShield Glass

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⚡Technology Stack

C++ Optimization EngineReactTypeScriptCNC Direct IntegrationBarcode Scanners
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