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Specification Blending | Quality Give-away or Rejects | Changing Raw Material Specifications
SmartOps Blend Scheduling
Power, Steel, Oil & Gas, Chemicals, Food & Beverages industry have Specification Blend Scheduling challenge in common, wherein Raw material specification and availability keeps changing the product specifications have to stay within narrow limits.
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Digital enablement
SmartOps Blend Scheduling
Benefits
Assured Quality, Continuous Operations, Cost Saving
Business Metric
Reduced Quality Giveaway, Reduced Re-blends & Rejects, Higher Throughput, Reduced Cost, Automation, Insightful Operations.
Challenges
Uncertain or Changing Raw Material Specification, Multiple Specification limits to be simultaneously met, Un-interrupted Operations desirable, Cost and Impact of mistakes.
Handling Disruptions
Change in arrival schedule, Raw material not available adequately & alternate feasible Recipe required, Machine downtime.
Digital Operations
Blend Network, RM & FG Specifications Limits, Blending Rule, Demand, Supply Schedules Windows, Costs and Capacities.
Digital Twin
Combine Physical Network Information, Planners experience, Management & Business Objective, Algorithm & Computing Power, Policy settings, Systems & Data to excel in the Process of Blend Scheduling.
The Technology
AI in Manufacturing
Coal Blending in Power & Steel
Component Blending in Refineries
Ingredients in Beverages ..
Key Features
Mixed Integer and Non-Linear Optimization
Constraints of Time windows, Quantity, Capacity, Flow Restrictions, Blend Formula, Demand, Supply, Inventory, Quality etc.
Integration
Easy Data Integration, Data Validation, Scheduled Jobs
Human-System-Data
Interface Data from ERP, WMS, LIMS, SCADA etc.: Orders, Inventory, Maintenance, Supplies, Quality, Cost, Process parameter updates.
On-Prem + Cloud
Deployment Options
Modular & Flexible
Cloud / On-Prem
Full Solution or Embed As Service
Flexi Licensing
By Module, User, Site or Time Subscription,
Several Options
Perpetual, Subscription, Site based, Sizing, Module Specific
User Experience
Rich UI-UX, Multi-Device, Blazing Fast
Intuitive | Performance
Visualization Charts-Gantt, Dashboards, Linked Inventory & Specifications, KPI's
Self Service Dashboards, Workflows, Language Localization, Styling Themes.
Applying Technology
SmartOps Blend Scheduling Use Cases
- All
- Marketing
- Logistics
- Finance
- Governance
- Procurement
- Production
- Maintenance
- Staffing
- Customer Service
- Utility
Specification Blending
Blended products can have multiple physical and chemical properties that required to be met simultaneously.
Density, Sulphur, Metal content, RON etc. in Gasoline.
OR Acidity, Sweetness, Viscosity, Preservative concentration etc. in case of Fruit Juice.
OR Fixed Carbon, Moisture, Ash Content, Volatile Matter, Sulphur, Fineness etc. in coal for Power plant.
Simultaneously meeting specifications within narrow bounds when incoming component specs keeps ever changing and the available quantity and arrival schedule may not allow any ratio blending requires evaluating many combinations. Feasibility is a challenge and optimization a distant objective. With XPlan Blend Scheduling its possible.
Continuous Operations
Each Blending Process has a customer.
Coal Blending has coker plant or Power plant as customer. Right kind and continuous feed is a must for steady and profitable operation.
Refineries crude intake or product components can vary as per varying crude diet & upstream operations. Simultaneously meeting all specifications of downstream requirement and meeting Order Time windows.
Similar is the case with other industries like Beverages, Pharma Metal Alloying, Scrap Processing etc.
Recipe needs to adapt to Component availability, Flow and Specifications limits simultaneously. XPlan Blend Scheduling advanced algorithm finds the most optimal recipe that keeps recipe feasible and cost and quality giveaway/defects minimal.
Reduced Quality Give-away
A superior component with quality spec better than FG specification can be blended optimally with inferior spec component. The choices of such blending material, quantity and timing are numerous and often beyond the capability of planner.
XPlan Blend Scheduling evaluates all possibilities by Quantity, Quality, flow, Capacity, over time and with cost consideration to iteratively find better solution.

Inventory Optimization
Holding the right component for the time and using up the other components to create space for new arrivals could take several iterations of thinking and n number of trials.
XPlan does all that more easily, delivery best working capital metric and inventory Optimization.
Reduced Cost
Premium components but important to meet the at least one of the specification can be mixed with other inferior components to strike the right balance between quality and cost.
XPlan Blend Scheduling advanced algorithm automatically finds the best option.