End User
LMS
Description
The Energy-Efficient Process Planning Optimiser generates energy-efficient manufacturing process plans that optimise the selection of manufacturing processes, their sequences, machine assignments, and process parameter values. By simultaneously minimising energy consumption, cycle time, and manufacturing cost while ensuring quality compliance, the service embeds energy efficiency into the planning phase of production before manufacturing begins.
Core Capabilities
Predictive & Prescriptive Analytics
Optimization & Decision Support
Business Need
Energy consumption in manufacturing is largely determined by process planning decisions — which operations to use, in which sequence, on which machines, and at what parameters. By optimising these decisions at the planning stage, manufacturers can achieve significant energy savings without operational disruption. Rising energy costs, carbon reduction commitments, and sustainability reporting requirements make energy-efficient process planning increasingly strategic.
Key Performance Indicators
Energy efficiency improvement: minimum 10% reduction in energy consumption vs. standard planning baseline
Plan consistency: ≥75% of repeated plans for the same part under identical conditions select equivalent process sequences
Quality conformance: 100% of generated plans meet all specified part requirements (tolerances, surface finish, material properties)
Data Provided
Complete ordered process plan: manufacturing operations, machine assignments, process parameters, setup requirements, estimated processing times
Energy and cost estimates: predicted total energy consumption, cycle time, and manufacturing cost
Inputs: part specifications (BOM, component lists, batch sizes), machine capabilities (operations, parameter ranges, energy profiles)
TEF
TEF IND