SlideShare a Scribd company logo
1 of 2
Download to read offline
CASE STUDY 
se nsitivity analysis 
at a new plant 
GOAL 
To accurately prioritize Operational Excellence initiatives 
at a new plant based on simulation technology. 
• Simulation model built before a plant became operational to quantify 
key bottlenecks and areas of risk within the plant 
• Model quantified those areas of the plant needing Operational 
Excellence projects to decrease cycle times and/or waste streams 
• ‘Not just where, but how much’: allowed Operational Excellence staff 
to see how much improvement was needed before another area became 
the bottleneck. 
high level 
summary 
THE BRI EF 
How We Did It 
“Understanding how different 
pieces of equipment will 
perform with and around 
each other is the most 
difficult and rewarding task.” 
In an environment with increasing cost pressures from biogenerics, 
dwindling product pipelines and a difficult global economic climate it is 
becoming increasingly essential to streamline operations. Biopharmaceutical 
manufacturers are investing in Operational Excellence (OE) programs that 
aim to drive waste streams from the manufacturing process. 
One of the most significant problems for new OE groups, however, is the 
complexity of the biopharmaceutical manufacturing process and the need 
to determine where to focus process improvement efforts. Bioproduction 
Group’s brief was to create a simulation model of a fill/finish facility as the 
new plant finished qualification runs. The simulation could then be used to 
suggest the most ‘sensitive’ areas of the plant to variability and risk, allowing 
OE groups to proactively control and manage them. 
David Zhang, Principal 
% OVERALL CYCLE TIME DECREASE 
FILL/PACK ACTIVITIES* 
Component Prep 
Thaw 
Formulation 
Fill 
Packaging 
Capping Inspection 
* Indicative, not actual data 
SMALL 
EFFECT ON 
SCHEDULE 
IGNORE 
MEDIUM 
EFFECT ON 
SCHEDULE 
TRACK 
LARGE 
EFFECT ON 
SCHEDULE 
FOCUS 
IMPROVEMENT 
EFFORTS 
© Bioproduction Group. All Rights Reserved. 1
Bioproduction Group’s approach was to construct a very detailed facility 
simulation model, in conjunction with dozens of engineers performing the 
construction and validation of process equipment. “The devil is in the detail 
with new plants”, comments Principal David Zhang. “Understanding how 
different pieces of equipment will perform with and around each other is 
the most difficult and rewarding task.” The completed model provided a 
comprehensive value stream map of the plant as well as identifying resources, 
scheduling and operational considerations critical to plant operations. 
Bio-G’s approach was to then use the model to perform ‘sensitivity analysis’, 
an approach that examines each of the activities in the plant to see which 
are critical to throughput, and those that can be ignored. 
The graph above shows a tolerance diagram of those activities that are 
critical to plant performance amongst around 200 possible activities. 
The deeper the spike, the more critical this activity is to overall plant 
performance. 
Results: 
A Quantitat ive 
Tool for 
Operational 
Exce llence 
The finalized tool did more than identify key areas of the plant, however. It also 
provided the ability for OE staff to prioritize areas for improvement based on 
relative importance, and to target how much improvement was required. In 
the example below, a 10% reduction in process times delivers 25% increase in 
throughput but any greater reduction has no incremental benefit. As such, the 
tool provides highly accurate quantitative answers that are immediately useful 
to OE groups. 
AVERAGE BATCH CYCLE TIME (DAYS) 
4.5 
4.0 
3.5 
3.0 
2.5 
2.0 
1.5 
1.0 
0.5 
0.0 
25% IMPROVEMENT IN CYCLE TIME 
Baseline 9% Reduction 10% Reduction 11% Reduction 12% Reduction 13% Reduction 
NO VALUE TO A REDUCTION LARGER THAN 10% 
IMPROVEMENTS IN 
KEY PLANT ACTIVITIES 
A 10% reduction in key plant 
activities results in a 25% 
performance improvement 
MORE INFORMATION 
BIOPRODUCTION GROUP 
CONTACT@BIO-G.COM 
www.bio-g.com 
© Bioproduction Group. All Rights Reserved. 2

More Related Content

What's hot

Thesis narulita, riri suci juli 2011-trisakti university jakarta
Thesis narulita, riri suci  juli 2011-trisakti university jakartaThesis narulita, riri suci  juli 2011-trisakti university jakarta
Thesis narulita, riri suci juli 2011-trisakti university jakartaTrisakti University
 
Environmental benefits of remanufacturing
Environmental benefits of remanufacturingEnvironmental benefits of remanufacturing
Environmental benefits of remanufacturingLee Russell
 
POM - ACC case
POM - ACC casePOM - ACC case
POM - ACC caseArun Kabra
 
Optimal Test Luncheon Intro Itc
Optimal Test Luncheon Intro ItcOptimal Test Luncheon Intro Itc
Optimal Test Luncheon Intro ItcDeb Ahlgren
 
CV LTE Intel
CV LTE IntelCV LTE Intel
CV LTE IntelTE Leong
 
CERAM
CERAMCERAM
CERAMceram
 
Rohan Naik - RESUME
Rohan Naik - RESUMERohan Naik - RESUME
Rohan Naik - RESUMERohan Naik
 
Guidelines for Safe Pre-commissioning, Commissioning, and Operation of Proces...
Guidelines for Safe Pre-commissioning, Commissioning, and Operation of Proces...Guidelines for Safe Pre-commissioning, Commissioning, and Operation of Proces...
Guidelines for Safe Pre-commissioning, Commissioning, and Operation of Proces...Karl Kolmetz
 

What's hot (13)

Thesis narulita, riri suci juli 2011-trisakti university jakarta
Thesis narulita, riri suci  juli 2011-trisakti university jakartaThesis narulita, riri suci  juli 2011-trisakti university jakarta
Thesis narulita, riri suci juli 2011-trisakti university jakarta
 
Environmental benefits of remanufacturing
Environmental benefits of remanufacturingEnvironmental benefits of remanufacturing
Environmental benefits of remanufacturing
 
DB resume
DB resumeDB resume
DB resume
 
POM - ACC case
POM - ACC casePOM - ACC case
POM - ACC case
 
Diener Adrian Arellanes - Curriculum
Diener Adrian Arellanes - CurriculumDiener Adrian Arellanes - Curriculum
Diener Adrian Arellanes - Curriculum
 
Optimal Test Luncheon Intro Itc
Optimal Test Luncheon Intro ItcOptimal Test Luncheon Intro Itc
Optimal Test Luncheon Intro Itc
 
Resume_Gehrs
Resume_GehrsResume_Gehrs
Resume_Gehrs
 
CV LTE Intel
CV LTE IntelCV LTE Intel
CV LTE Intel
 
CERAM
CERAMCERAM
CERAM
 
Rohan Naik - RESUME
Rohan Naik - RESUMERohan Naik - RESUME
Rohan Naik - RESUME
 
Acc
AccAcc
Acc
 
Resume 7-22-15
Resume 7-22-15Resume 7-22-15
Resume 7-22-15
 
Guidelines for Safe Pre-commissioning, Commissioning, and Operation of Proces...
Guidelines for Safe Pre-commissioning, Commissioning, and Operation of Proces...Guidelines for Safe Pre-commissioning, Commissioning, and Operation of Proces...
Guidelines for Safe Pre-commissioning, Commissioning, and Operation of Proces...
 

Similar to Prioritizing waste reduction projects

Debottlenecking a bulk manufacturing plant
Debottlenecking a bulk manufacturing plantDebottlenecking a bulk manufacturing plant
Debottlenecking a bulk manufacturing plantGBX Summits
 
Retrofitting a new process to an existing facility
Retrofitting a new process to an existing facilityRetrofitting a new process to an existing facility
Retrofitting a new process to an existing facilityGBX Summits
 
Biomanufacturing debottlenecking and optimization
Biomanufacturing debottlenecking and optimizationBiomanufacturing debottlenecking and optimization
Biomanufacturing debottlenecking and optimizationGBX Summits
 
industrial microbial culture (1).pdf
industrial microbial culture (1).pdfindustrial microbial culture (1).pdf
industrial microbial culture (1).pdfRupajitBhattacharjee1
 
IRJET- Enhance the Capacity of Outer Tube Machining Cell
IRJET-  	  Enhance the Capacity of Outer Tube Machining CellIRJET-  	  Enhance the Capacity of Outer Tube Machining Cell
IRJET- Enhance the Capacity of Outer Tube Machining CellIRJET Journal
 
HPControl Renewal2010
HPControl Renewal2010HPControl Renewal2010
HPControl Renewal2010Pierre Latour
 
Modelling Production Performance of Small Scale Production Plant
Modelling Production Performance of Small Scale Production PlantModelling Production Performance of Small Scale Production Plant
Modelling Production Performance of Small Scale Production PlantIJAEMSJORNAL
 
Paper_IntegrativeOpportunityPlanning
Paper_IntegrativeOpportunityPlanningPaper_IntegrativeOpportunityPlanning
Paper_IntegrativeOpportunityPlanningMilko Binza-Moussirou
 
Biomanufacturing complexity
Biomanufacturing complexityBiomanufacturing complexity
Biomanufacturing complexityGBX Summits
 
Managing OEE o optimize factory performance
Managing OEE o optimize factory performanceManaging OEE o optimize factory performance
Managing OEE o optimize factory performanceYasmin AbdelAziz
 
Maintenance costs modeling using machine learning
Maintenance costs modeling using machine learningMaintenance costs modeling using machine learning
Maintenance costs modeling using machine learningdinesh r
 
Intricate Deep Dive into the Enhancement of Yield Management Strategies in Se...
Intricate Deep Dive into the Enhancement of Yield Management Strategies in Se...Intricate Deep Dive into the Enhancement of Yield Management Strategies in Se...
Intricate Deep Dive into the Enhancement of Yield Management Strategies in Se...yieldWerx Semiconductor
 
Scale up of industrial microbial processes
Scale up of industrial microbial processes Scale up of industrial microbial processes
Scale up of industrial microbial processes Shubham Vats
 
The Critical KPI to drive Manufacturing Productivity
The Critical KPI to drive Manufacturing ProductivityThe Critical KPI to drive Manufacturing Productivity
The Critical KPI to drive Manufacturing ProductivityJason Corder
 
OEE - The Critical KPI to Drive Manufacturing Productivity
OEE - The Critical KPI to Drive Manufacturing ProductivityOEE - The Critical KPI to Drive Manufacturing Productivity
OEE - The Critical KPI to Drive Manufacturing ProductivityParsec_Automation_Corp
 
The Critical KPI to Drive Manufacturing Productivity
The Critical KPI to Drive Manufacturing ProductivityThe Critical KPI to Drive Manufacturing Productivity
The Critical KPI to Drive Manufacturing ProductivityCorey Vodvarka
 

Similar to Prioritizing waste reduction projects (20)

Debottlenecking a bulk manufacturing plant
Debottlenecking a bulk manufacturing plantDebottlenecking a bulk manufacturing plant
Debottlenecking a bulk manufacturing plant
 
Retrofitting a new process to an existing facility
Retrofitting a new process to an existing facilityRetrofitting a new process to an existing facility
Retrofitting a new process to an existing facility
 
Biomanufacturing debottlenecking and optimization
Biomanufacturing debottlenecking and optimizationBiomanufacturing debottlenecking and optimization
Biomanufacturing debottlenecking and optimization
 
industrial microbial culture (1).pdf
industrial microbial culture (1).pdfindustrial microbial culture (1).pdf
industrial microbial culture (1).pdf
 
I012536474
I012536474I012536474
I012536474
 
IRJET- Enhance the Capacity of Outer Tube Machining Cell
IRJET-  	  Enhance the Capacity of Outer Tube Machining CellIRJET-  	  Enhance the Capacity of Outer Tube Machining Cell
IRJET- Enhance the Capacity of Outer Tube Machining Cell
 
HPControl Renewal2010
HPControl Renewal2010HPControl Renewal2010
HPControl Renewal2010
 
Modelling Production Performance of Small Scale Production Plant
Modelling Production Performance of Small Scale Production PlantModelling Production Performance of Small Scale Production Plant
Modelling Production Performance of Small Scale Production Plant
 
Paper_IntegrativeOpportunityPlanning
Paper_IntegrativeOpportunityPlanningPaper_IntegrativeOpportunityPlanning
Paper_IntegrativeOpportunityPlanning
 
Delphi Wsc Aug26
Delphi Wsc Aug26Delphi Wsc Aug26
Delphi Wsc Aug26
 
Biomanufacturing complexity
Biomanufacturing complexityBiomanufacturing complexity
Biomanufacturing complexity
 
Managing OEE o optimize factory performance
Managing OEE o optimize factory performanceManaging OEE o optimize factory performance
Managing OEE o optimize factory performance
 
Maintenance costs modeling using machine learning
Maintenance costs modeling using machine learningMaintenance costs modeling using machine learning
Maintenance costs modeling using machine learning
 
PROACTVE
PROACTVEPROACTVE
PROACTVE
 
Intricate Deep Dive into the Enhancement of Yield Management Strategies in Se...
Intricate Deep Dive into the Enhancement of Yield Management Strategies in Se...Intricate Deep Dive into the Enhancement of Yield Management Strategies in Se...
Intricate Deep Dive into the Enhancement of Yield Management Strategies in Se...
 
Cellular manufacturing
Cellular manufacturingCellular manufacturing
Cellular manufacturing
 
Scale up of industrial microbial processes
Scale up of industrial microbial processes Scale up of industrial microbial processes
Scale up of industrial microbial processes
 
The Critical KPI to drive Manufacturing Productivity
The Critical KPI to drive Manufacturing ProductivityThe Critical KPI to drive Manufacturing Productivity
The Critical KPI to drive Manufacturing Productivity
 
OEE - The Critical KPI to Drive Manufacturing Productivity
OEE - The Critical KPI to Drive Manufacturing ProductivityOEE - The Critical KPI to Drive Manufacturing Productivity
OEE - The Critical KPI to Drive Manufacturing Productivity
 
The Critical KPI to Drive Manufacturing Productivity
The Critical KPI to Drive Manufacturing ProductivityThe Critical KPI to Drive Manufacturing Productivity
The Critical KPI to Drive Manufacturing Productivity
 

More from GBX Summits

A Healthy Dose of Chips R1
A Healthy Dose of Chips  R1A Healthy Dose of Chips  R1
A Healthy Dose of Chips R1GBX Summits
 
Address The Innovation Imperative!
Address The Innovation Imperative!Address The Innovation Imperative!
Address The Innovation Imperative!GBX Summits
 
Maintenance and calibrations
Maintenance and calibrationsMaintenance and calibrations
Maintenance and calibrationsGBX Summits
 
Innovation in biopharmaceutical production
Innovation in biopharmaceutical productionInnovation in biopharmaceutical production
Innovation in biopharmaceutical productionGBX Summits
 
Bio g strategic capacity assessment
Bio g strategic capacity assessmentBio g strategic capacity assessment
Bio g strategic capacity assessmentGBX Summits
 
Bio g defense in depth presentation
Bio g defense in depth presentationBio g defense in depth presentation
Bio g defense in depth presentationGBX Summits
 
Bio g - ManufacturingIintelligence webinar GBX
Bio g - ManufacturingIintelligence webinar GBXBio g - ManufacturingIintelligence webinar GBX
Bio g - ManufacturingIintelligence webinar GBXGBX Summits
 
Capacity planning in biomanufacturing
Capacity planning in biomanufacturingCapacity planning in biomanufacturing
Capacity planning in biomanufacturingGBX Summits
 
Biomanufacturing supply chain optimization
Biomanufacturing supply chain optimizationBiomanufacturing supply chain optimization
Biomanufacturing supply chain optimizationGBX Summits
 
Biomanufacturing flexibility
Biomanufacturing flexibilityBiomanufacturing flexibility
Biomanufacturing flexibilityGBX Summits
 
Real time scheduling
Real time schedulingReal time scheduling
Real time schedulingGBX Summits
 
Real time modeling system
Real time modeling systemReal time modeling system
Real time modeling systemGBX Summits
 
Titer capacity analysis
Titer capacity analysisTiter capacity analysis
Titer capacity analysisGBX Summits
 
Optimizing bulk campaign lengths
Optimizing bulk campaign lengthsOptimizing bulk campaign lengths
Optimizing bulk campaign lengthsGBX Summits
 
Increasing labor effectiveness
Increasing labor effectivenessIncreasing labor effectiveness
Increasing labor effectivenessGBX Summits
 
Evaluating the effect of raw materials shortages
Evaluating the effect of raw materials shortagesEvaluating the effect of raw materials shortages
Evaluating the effect of raw materials shortagesGBX Summits
 
Evaluating perfusion technologies
Evaluating perfusion technologiesEvaluating perfusion technologies
Evaluating perfusion technologiesGBX Summits
 
Enabling higher process titers at a manufacturing facility
Enabling higher process titers at a manufacturing facilityEnabling higher process titers at a manufacturing facility
Enabling higher process titers at a manufacturing facilityGBX Summits
 
Analyzing the relationship between titer and processing time
Analyzing the relationship between titer and processing timeAnalyzing the relationship between titer and processing time
Analyzing the relationship between titer and processing timeGBX Summits
 

More from GBX Summits (20)

A Healthy Dose of Chips R1
A Healthy Dose of Chips  R1A Healthy Dose of Chips  R1
A Healthy Dose of Chips R1
 
Address The Innovation Imperative!
Address The Innovation Imperative!Address The Innovation Imperative!
Address The Innovation Imperative!
 
Maintenance and calibrations
Maintenance and calibrationsMaintenance and calibrations
Maintenance and calibrations
 
Innovation in biopharmaceutical production
Innovation in biopharmaceutical productionInnovation in biopharmaceutical production
Innovation in biopharmaceutical production
 
Bio g strategic capacity assessment
Bio g strategic capacity assessmentBio g strategic capacity assessment
Bio g strategic capacity assessment
 
Bio g defense in depth presentation
Bio g defense in depth presentationBio g defense in depth presentation
Bio g defense in depth presentation
 
Bio g - ManufacturingIintelligence webinar GBX
Bio g - ManufacturingIintelligence webinar GBXBio g - ManufacturingIintelligence webinar GBX
Bio g - ManufacturingIintelligence webinar GBX
 
Capacity planning in biomanufacturing
Capacity planning in biomanufacturingCapacity planning in biomanufacturing
Capacity planning in biomanufacturing
 
Biomanufacturing supply chain optimization
Biomanufacturing supply chain optimizationBiomanufacturing supply chain optimization
Biomanufacturing supply chain optimization
 
Biomanufacturing flexibility
Biomanufacturing flexibilityBiomanufacturing flexibility
Biomanufacturing flexibility
 
Real time scheduling
Real time schedulingReal time scheduling
Real time scheduling
 
Real time modeling system
Real time modeling systemReal time modeling system
Real time modeling system
 
Crosswalk
CrosswalkCrosswalk
Crosswalk
 
Titer capacity analysis
Titer capacity analysisTiter capacity analysis
Titer capacity analysis
 
Optimizing bulk campaign lengths
Optimizing bulk campaign lengthsOptimizing bulk campaign lengths
Optimizing bulk campaign lengths
 
Increasing labor effectiveness
Increasing labor effectivenessIncreasing labor effectiveness
Increasing labor effectiveness
 
Evaluating the effect of raw materials shortages
Evaluating the effect of raw materials shortagesEvaluating the effect of raw materials shortages
Evaluating the effect of raw materials shortages
 
Evaluating perfusion technologies
Evaluating perfusion technologiesEvaluating perfusion technologies
Evaluating perfusion technologies
 
Enabling higher process titers at a manufacturing facility
Enabling higher process titers at a manufacturing facilityEnabling higher process titers at a manufacturing facility
Enabling higher process titers at a manufacturing facility
 
Analyzing the relationship between titer and processing time
Analyzing the relationship between titer and processing timeAnalyzing the relationship between titer and processing time
Analyzing the relationship between titer and processing time
 

Recently uploaded

VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...jageshsingh5554
 
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...chandars293
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escortsaditipandeya
 
Call Girls Haridwar Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Haridwar Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Haridwar Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Haridwar Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service AvailableCall Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service AvailableDipal Arora
 
Bangalore Call Girls Nelamangala Number 9332606886 Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 9332606886  Meetin With Bangalore Esc...Bangalore Call Girls Nelamangala Number 9332606886  Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 9332606886 Meetin With Bangalore Esc...narwatsonia7
 
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeTop Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeCall Girls Delhi
 
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...narwatsonia7
 
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...astropune
 
Top Rated Bangalore Call Girls Mg Road ⟟ 9332606886 ⟟ Call Me For Genuine S...
Top Rated Bangalore Call Girls Mg Road ⟟   9332606886 ⟟ Call Me For Genuine S...Top Rated Bangalore Call Girls Mg Road ⟟   9332606886 ⟟ Call Me For Genuine S...
Top Rated Bangalore Call Girls Mg Road ⟟ 9332606886 ⟟ Call Me For Genuine S...narwatsonia7
 
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...Dipal Arora
 
Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...
Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...
Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...Dipal Arora
 
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...Dipal Arora
 
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Nagpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiRussian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiAlinaDevecerski
 
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...indiancallgirl4rent
 
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Gwalior Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Gwalior Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 

Recently uploaded (20)

VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
 
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
 
Call Girls Haridwar Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Haridwar Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Haridwar Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Haridwar Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service AvailableCall Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
 
Bangalore Call Girls Nelamangala Number 9332606886 Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 9332606886  Meetin With Bangalore Esc...Bangalore Call Girls Nelamangala Number 9332606886  Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 9332606886 Meetin With Bangalore Esc...
 
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeTop Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
 
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...
 
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
 
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
 
Top Rated Bangalore Call Girls Mg Road ⟟ 9332606886 ⟟ Call Me For Genuine S...
Top Rated Bangalore Call Girls Mg Road ⟟   9332606886 ⟟ Call Me For Genuine S...Top Rated Bangalore Call Girls Mg Road ⟟   9332606886 ⟟ Call Me For Genuine S...
Top Rated Bangalore Call Girls Mg Road ⟟ 9332606886 ⟟ Call Me For Genuine S...
 
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
 
Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...
Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...
Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...
 
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
 
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Nagpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service Available
 
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiRussian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
 
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
 
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Gwalior Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Gwalior Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 9907093804 Top Class Call Girl Service Available
 

Prioritizing waste reduction projects

  • 1. CASE STUDY se nsitivity analysis at a new plant GOAL To accurately prioritize Operational Excellence initiatives at a new plant based on simulation technology. • Simulation model built before a plant became operational to quantify key bottlenecks and areas of risk within the plant • Model quantified those areas of the plant needing Operational Excellence projects to decrease cycle times and/or waste streams • ‘Not just where, but how much’: allowed Operational Excellence staff to see how much improvement was needed before another area became the bottleneck. high level summary THE BRI EF How We Did It “Understanding how different pieces of equipment will perform with and around each other is the most difficult and rewarding task.” In an environment with increasing cost pressures from biogenerics, dwindling product pipelines and a difficult global economic climate it is becoming increasingly essential to streamline operations. Biopharmaceutical manufacturers are investing in Operational Excellence (OE) programs that aim to drive waste streams from the manufacturing process. One of the most significant problems for new OE groups, however, is the complexity of the biopharmaceutical manufacturing process and the need to determine where to focus process improvement efforts. Bioproduction Group’s brief was to create a simulation model of a fill/finish facility as the new plant finished qualification runs. The simulation could then be used to suggest the most ‘sensitive’ areas of the plant to variability and risk, allowing OE groups to proactively control and manage them. David Zhang, Principal % OVERALL CYCLE TIME DECREASE FILL/PACK ACTIVITIES* Component Prep Thaw Formulation Fill Packaging Capping Inspection * Indicative, not actual data SMALL EFFECT ON SCHEDULE IGNORE MEDIUM EFFECT ON SCHEDULE TRACK LARGE EFFECT ON SCHEDULE FOCUS IMPROVEMENT EFFORTS © Bioproduction Group. All Rights Reserved. 1
  • 2. Bioproduction Group’s approach was to construct a very detailed facility simulation model, in conjunction with dozens of engineers performing the construction and validation of process equipment. “The devil is in the detail with new plants”, comments Principal David Zhang. “Understanding how different pieces of equipment will perform with and around each other is the most difficult and rewarding task.” The completed model provided a comprehensive value stream map of the plant as well as identifying resources, scheduling and operational considerations critical to plant operations. Bio-G’s approach was to then use the model to perform ‘sensitivity analysis’, an approach that examines each of the activities in the plant to see which are critical to throughput, and those that can be ignored. The graph above shows a tolerance diagram of those activities that are critical to plant performance amongst around 200 possible activities. The deeper the spike, the more critical this activity is to overall plant performance. Results: A Quantitat ive Tool for Operational Exce llence The finalized tool did more than identify key areas of the plant, however. It also provided the ability for OE staff to prioritize areas for improvement based on relative importance, and to target how much improvement was required. In the example below, a 10% reduction in process times delivers 25% increase in throughput but any greater reduction has no incremental benefit. As such, the tool provides highly accurate quantitative answers that are immediately useful to OE groups. AVERAGE BATCH CYCLE TIME (DAYS) 4.5 4.0 3.5 3.0 2.5 2.0 1.5 1.0 0.5 0.0 25% IMPROVEMENT IN CYCLE TIME Baseline 9% Reduction 10% Reduction 11% Reduction 12% Reduction 13% Reduction NO VALUE TO A REDUCTION LARGER THAN 10% IMPROVEMENTS IN KEY PLANT ACTIVITIES A 10% reduction in key plant activities results in a 25% performance improvement MORE INFORMATION BIOPRODUCTION GROUP CONTACT@BIO-G.COM www.bio-g.com © Bioproduction Group. All Rights Reserved. 2