Non-linear Offline Blend Optimizer

Test

Background

The planning of refinery blend products and the subsequent optimal control of the blending process has a significant immediate impact on refinery profitability and excess inventory. gomsPOFBlend™ off-line blending planning package considers production planning, inventory management, and the quality and value of blending components to optimize blending operations. It is a comprehensive package, which can be modularly integrated in a refinery’s MES structure.

Applications

Offline Product blending optimization, planning and scheduling system (gomsPOFBlend™) can be used very effectively for:

  • Single recipe generation for Gasoline, Diesel and Fuel oil products
  • Multi-period blend planning for weekly inventory control and monthly production forecast
  • Conducting blend studies for operational change modeling and LP verification
  • Reblending to correct off-spec blends
  • Backcasting to calculate blend models parameters and bias terms
  • Analysis of compliance with EPA, CARB rules
  • Blend Recipe Management and Automatic downloading of next blends recipes to online execution

Benefits

  • Shift usage of more economical components
  • Determine and exploit on-the-spot opportunities quickly
  • Link refinery-wide planning to short term logistics
  • Remove guesswork and artistry from blend planning
  • Production of economically optimum product blends, thereby adding to refinery’s bottom line profitability

OMSCBlend-Bro-Fig-3Figure – 1 OMS Blend Control, Optimization and Planning System Hierarchy

Features

  • Basic
    • Blending full range of gasoline grades, aviation jet to diesel fuel for distillate blends, and fuel oil blends.
    • Multi-period planning with inventory control constraints.
    • Number of multiple periods, feed-stock components, and product grades limited only by computer memory size availability.
    • Can choose non-linear predictive methods “on the fly” for qualities
    • Maximize profit, Minimize quality giveaway, Calculation only optimization Choices
    • Determine the header targets for properties for an online system
  • Advanced
    • Inventory Management – account for changing production and set time dependent limits
    • Group Specifications – property constraints over groups of blends
    • Heel Tracking – accounting for volume / qualities in tank already, for each use Component
    • Pooling – simulate rundowns
    • Generalized free-formatted linear and non-linear equations generation and management system (GAMS™)
    • User Selectable options for multiple Correlations for 36 qualities
    • 3 User definable blend qualities
  • Extended
    • Octane Blending Values – determine indices for use in LP’s
    • Blend Property Control Interfaces- send recipes directly to on-line system
    • Biases – add values to correct consistent errors

omsPOFBlend-Fig-2Figure – 2 Stock Availability Data Entry

    • Giveaway Ranges – ensure blend remains close to specification
    • Infeasibility Control – recover from “impossible” situations, relax constraints until solution is found
    • “Distress” Buy / Sell – provides indication of why problem won’t solve, calculate volume / quality needed to make an infeasible problem solve
  • Environmental
    • EPA RFG Models – blend to emission specifications, ignores extrapolations at iteration-level (may impact), report exactly as written
    • CARB Phase II Predictive Model – report emissions, report acceptability
  • Modeling and Correlations
    • Preferred Recipe Penalties – encourages model to stay near a preferred Starting recipe
    • Product Group Limits – volume constraints over groups of blends
    • Product Group Relations – relate production of blends to each other
    • User selectable built-in well proven correlations for over 40 properties for gasoline, diesel and fuel including EPA RGF and CARB models
    • Optimal scheduling of multi-period blends

omsPOFBlend-Fig-3Figure – 3 Reports Manager

Interfaces

gomsPOFBlend™ allows direct interface with

  • Regulatory and Online blend control and optimization system (gomsPONBlend™)
  • Laboratory and Tank gauging data
  • gomsTQTS™ for online tank quality tracking system.
  • Blend Information Management System for feedback of model biases (gomsBIMS™)

Economics

Economically, it is estimated an annual savings of 750K–1.5MUS$ by Offline Recipe Optimization, and planning and Scheduling of blends.

System Requirements

Intel Core i7 or equivalent, 3+ GHz, 32GB RAM, 1TB+ HDD, CD ROM, 17”+ color monitor, Windows 7 and higher OS

Contact Information

Offsite Management Systems LLC
2003 Baker Estates Dr. Houston, Texas 77094, USA
Tel: +1-832-821-8001 Fax: 866-450-4035
Email: info@globaloms.com Web: www.globaloms.com

Copyright 2000-2015 Offsite Management Systems LLC. All rights reserved. OMS™, OMS logo (Tri-circle Triangle), ”…Redefining Excellence”, gomsTIMS™, gomsTQTS™, gomsPONBlend™, gomsPOFBlend™, gomsBIMS are trademarks of Offsite Management Systems LLC, USA.

Regulatory Blend Control and Optimisation System

Background

In a three-tier architecture of the blending control system, the refinery planner prepares a blend recipe by using gomsPOFBlend™ offline blend optimizer and downloads the blend order to the offsite operations department to execute it online. The objective of blending operations then becomes to make the blend within planner’s specified constraints yet with latest and sometimes dynamic process conditions. This necessitates the implementation of online blend control and optimization system (gomsPONBlend™) to produce blend with minimum quality giveaway, safely and efficiently

Applications

Online blending control and optimization scheduling system (gomsPONBlend™) can be used very effectively for:

  • Online Execution of planner’s recipe for Gasoline, Diesel and Fuel oil products in a tanks-to-tank blending configuration
  • Control the feed quality of the crude unit by blending crude from various sources varying in quality
  • Online quality control of run-downs from process units in continuous blending configuration

Benefits

  • Minimizes or eliminates the effect of dynamically changing process conditions such as component qualities
  • Blends in most economical way by minimizing quality giveaways within planner’s specified constraints
  • Online certification for direct blending into pipeline or ship
  • Production of economically optimum product blends, thereby adding to refinery’s bottom line profitability
  • Eliminates reblends due to violated specs and lack of in-line control
  • Flexible configuration of sources and destinations of blends covers all refinery setups.

Blend line-up displayFigure 1 Blend line-up display

Features

  • Blend Setup
    • Interfaces with gomsRCPBlend™ or any third party Regulatory Blend control and offline optimizer
    • Auto setup of multiple blenders headers dynamically for product swings
    • Initializes the optimizer to check initial data integrity and online control feasibility
  • Blend Monitoring
    • Automatically collects 250+ pre-configured blend variables for every cycle of execution of tank quality tracking run.
    • Monitors online header and stocks analyzers and integrates the latest results in the optimum recipe.
    • Group trends of all monitored blend variables.
    • Additive dosage control and monitoring

Regulatory Blend Control Monitoring DisplayFigure 2 Regulatory Blend Control Monitoring Display

Recipe Control & Optimization

gomsPONBlend™ controls the recipe of blend and optimizes every 10 minutes by analyzing the stock qualities and current and target qualities of final product tanks. It archives the LP matrix and solution of every optimizer execution which can be exported to gomsBlendOpt™ system for later analysis and diagnosis.

Interfaces

  • Regulatory Control Product Blend System gomsRCPBlend™ or any other third party system
  • Offline blend planning, scheduling and optimization system (gomsPOFBlend™)
  • Tank gauging system and tanks farm inventory management system gomsTIMS™
  • gomsTQTS™ for online tank quality tracking system.
  • Blend Information Management System for feedback of model biases (gomsBIMS™)

Economics

Economically, it is estimated an annual savings of 5–7MUS$ by online Blend Control and optimization alone. These benefits are achieved cumulatively by integrated three-tier implementation of offline, online and regulator blend control systems.

System Requirements

Pentium III or higher, 650+ MHZ, 256 MB RAM, 20 GB+ HDD, CD ROM, 17”+ color monitor, Window NT/2000 OS

Contact Information

Offsite Management Systems LLC
2003 Baker Estates Dr. Houston, Texas 77094, USA
Tel: +1-832-821-8001 Fax: 866-450-4035
Email: info@globaloms.com Web: www.globaloms.com

Copyright 2000-2015 Offsite Management Systems LLC. All rights reserved. OMS™, OMS logo (Tri-circle Triangle), ”…Redefining Excellence”, gomsTIMS™, gomsTQTS™, gomsPONBlend™, gomsPOFBlend™, gomsBIMS are trademarks of Offsite Management Systems LLC, USA.

Online Blend Control and Optimization & Control System

The online blend control is required to adjust the blend recipe in real-time during blend execution to account for changes in blend component qualities, available inventories, blend batch control and any last-minute adjustment in planner’s recipe. It is responsible to deliver the final blend product on spec and on target blend batch size.

Background

In a three-tier architecture of the blending control system, the refinery planner prepares a blend recipe by using gomsPOFBlend™ offline blend optimizer and downloads the blend order to the offsite operations department to execute it online. The objective of blending operations then becomes to make the blend within the planner’s specified constraints yet with latest and sometimes dynamic process conditions. This necessitates the implementation of an online blend control and optimization system (gomsPONBlend™) to produce a blend with a minimum quality giveaway, safely and efficiently.

Applications

Online blending control and optimization scheduling system (gomsPONBlend™) can be used very effectively for:

  • Online Execution of planner’s recipe for Gasoline, Diesel and Fuel oil products in a tanks-to-tank blending configuration
  • Control the feed quality of the crude unit by blending crude from various sources varying in quality
  • Online quality control of run-downs from process units in continuous blending configuration

Benefits

  • Minimizes or eliminates the effect of dynamically changing process conditions such as component qualities
  • Blends in most economical way by minimizing quality giveaways within planner’s specified constraints
  • Online certification for direct blending into pipeline or ship
  • Production of economically optimum product blends, thereby adding to refinery’s bottom line profitability
  • Eliminates reblends due to violated specs and lack of in-line control
  • Flexible configuration of sources and destinations of blends covers all refinery

OMS Online Blend Control and Optimization SystemFigure 1 OMS Online Blend Control and Optimization System

Features

  • Blend Setup
    • Interfaces with gomsRCPBlend™ or any third party Regulatory Blend control and offline optimizer
    • Auto setup of multiple blenders headers dynamically system for product swings
    • Initializes the optimizer to check initial data integrity and online control feasibility
  • Blend Monitoring
    • Automatically collects 250+ pre-configured blend variables for every cycle of execution of tank quality tracking run.
    • Monitors online header and stocks analyzers and integrates the latest results in the optimum recipe.

Online Blend MonitoringFigure 2 Online Blend Monitoring

 Run-down blenders from process units

Figure 3 Run-down blenders from process units

Recipe Control & Optimization

gomsPONBlend™ controls the recipe of blend and optimizes every 10 minutes by analyzing the stock qualities and current and target qualities of final product tanks. It archives the LP matrix and solution of every optimizer execution which can be exported to gomsBlendOpt™ system for later analysis and diagnosis.

Interfaces

  • Regulatory Control Product Blend System gomsRCPBlend™ or any other third party system
  • Offline blend planning, scheduling and optimization system (gomsPOFBlend™)
  • Tank gauging system and tanks farm inventory management system gomsTIMS™
  • gomsTQTS™ for online tank quality tracking system.
  • Blend Information Management System for feedback of model biases (gomsBIMS™)

Recipe Control & Optimization

gomsPONBlend™ controls the recipe of blend and optimizes every 10 minutes by analyzing the stock qualities and current and target qualities of final product tanks. It archives the LP matrix and solution of every optimizer execution which can be exported to gomsBlendOpt™ system for later analysis and diagnosis.

Interfaces

  • Regulatory Control Product Blend System gomsRCPBlend™ or any other third party system
  • Offline blend planning, scheduling and optimization system (gomsPOFBlend™)
  • Tank gauging system and tanks farm inventory management system gomsTIMS™
  • gomsTQTS™ for online tank quality tracking system.
  • Blend Information Management System for feedback of model biases (gomsBIMS™)

Economics

Economically, it is estimated an annual savings of 5–7MUS$ by online Blend Control and optimization alone. These benefits are achieved cumulatively by integrated three-tier implementation of offline, online and regulator blend control systems.

System Requirements

Intel Core i7 or equivalent, 3+ GHz, 32GB RAM, 1TB+ HDD, CD ROM, 17”+ color monitor, Windows 7 and higher OS

Contact Information

 Offsite Management Systems LLC
32003 Baker Estates Dr. Houston, Texas 77094, USA

Tel: +1-832-821-8001 Fax: 866-450-4035
Email: info@globaloms.com Web: www.globaloms.com

Copyright ã 2000-2011 Offsite Management Systems LLC. All rights reserved. OMS™, OMS logo (Tri-circle Triangle), ”…Redefining Excellence”, gomsTIMS™, gomsBlendOpt™, gomsRCPBlend™, gomsTQTS™, gomsPONBlend™, gomsPOFBlend™, gomsBIMS are trademarks of Offsite Management Systems LLC, USA.

oil refinery Blend Optimizers

Background

The planning of refinery blend products and the subsequent optimal control of the blending process has a significant immediate impact on refinery profitability and excess inventory. gomsPOFBlend™ off-line blending planning package considers production planning, inventory management, and the quality and value of blending components to optimize blending operations. It is a comprehensive package, which can be modularly integrated in a refinery’s MES structure.

Applications

Offline blend optimizer, planning and scheduling system (gomsPOFBlend™) can be used very effectively for:

  • Single recipe generation for Gasoline, Diesel and Fuel oil products
  • Multi-period blend planning for weekly inventory control and monthly production forecast
  • Conducting blend studies for operational change modeling and LP verification
  • Reblending to correct off-spec blends
  • Backcasting to calculate blend models parameters and bias terms
  • Analysis of compliance with EPA, CARB rules
  • Blend Recipe Management and Automatic downloading of next blends recipes to online execution

Benefits

  • Shift usage of more economical components
  • Determine and exploit on-the-spot opportunities quickly
  • Link refinery-wide planning to short term logistics
  • Remove guesswork and artistry from blend planning
  • Production of economically optimum product blends, thereby adding to refinery’s bottom line profitability

Online Blend Control and OptimizationFigure – 1 OMS Blend Control, Optimization and Planning System Hierarchy

Features

  • Basic
    • Blending full range of gasoline grades, aviation jet to diesel fuel for distillate blends, and fuel oil blends.
    • Multi-period planning with inventory control constraints.
    • Number of multiple periods, feed-stock components, and product grades limited only by computer memory size availability.
    • Can choose non-linear predictive methods “on the fly” for qualities
    • Maximize profit, Minimize quality giveaway, Calculation only optimization Choices
    • Determine the header targets for properties for an online system
  • Advanced
    • Inventory Management – account for changing production and set time dependent limits
    • Group Specifications – property constraints over groups of blends
    • Heel Tracking – accounting for volume / qualities in tank already, for each use Component
    • Pooling – simulate rundowns
    • Generalized free-formatted linear and non-linear equations generation and management system (GAMS™)
    • User Selectable options for multiple Correlations for 36 qualities
    • 3 User definable blend qualities
  • Extended
    • Octane Blending Values – determine indices for use in LP’s
    • Blend Property Control Interfaces- send recipes directly to on-line system
    • Biases – add values to correct consistent errors

Stock Availability Data EntryFigure – 2 Stock Availability Data Entry

    • Giveaway Ranges – ensure blend remains close to specification
    • Infeasibility Control – recover from “impossible” situations, relax constraints until solution is found
    • “Distress” Buy / Sell – provides indication of why problem won’t solve, calculate volume / quality needed to make an infeasible problem solve
  • Environmental
    • EPA RFG Models – blend to emission specifications, ignores extrapolations at iteration-level (may impact), report exactly as written
    • CARB Phase II Predictive Model – report emissions, report acceptability
  • Modeling and Correlations
    • Preferred Recipe Penalties – encourages model to stay near a preferred Starting recipe
    • Product Group Limits – volume constraints over groups of blends
    • Product Group Relations – relate production of blends to each other
    • User selectable built-in well proven correlations for over 40 properties for gasoline, diesel and fuel including EPA RGF and CARB models
    • Optimal scheduling of multi-period blends

Reports ManagerFigure – 3 Reports Manager

Interfaces

gomsPOFBlend™ allows direct interface with

  • Regulatory and Online blend control and optimization system (gomsPONBlend™)
  • Laboratory and Tank gauging data
  • gomsTQTS™ for online tank quality tracking system.
  • Blend Information Management System for feedback of model biases (gomsBIMS™)

Economics

Economically, it is estimated an annual savings of 750K–1.5MUS$ by Offline Recipe Optimization, and planning and Scheduling of blends.

System Requirements

Intel Core i7 or equivalent, 3+ GHz, 32GB RAM, 1TB+ HDD, CD ROM, 17”+ color monitor, Windows 7 and higher OS

Contact Information

Offsite Management Systems LLC
2003 Baker Estates Dr. Houston, Texas 77094, USA
Tel: +1-832-821-8001 Fax: 866-450-4035
Email: info@globaloms.com Web: www.globaloms.com

Copyright 2000-2015 Offsite Management Systems LLC. All rights reserved. OMS™, OMS logo (Tri-circle Triangle), ”…Redefining Excellence”, gomsTIMS™, gomsTQTS™, gomsPONBlend™, gomsPOFBlend™, gomsBIMS are trademarks of Offsite Management Systems LLC, USA.

Your refinery operations deserve smarter automation

From tank farm control to hydrocarbon loss reduction, Global OMS delivers digital solutions trusted by refineries worldwide.