Practical Problem Solving on Membrane Filtrationconvention2016.ibdasiapac.com.au/wp-content/... ·...

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Practical Problem Solving on Membrane Filtration Jeffrey Morrell, Filtration Operator Tooheys NSW February 2016 Abstract In November 2009 Tooheys commissioned a new automated twin stream cross flow filtraon process. Whilst numerous controls and process improvements had occurred over several years, no invesgaons or improvements had specifically targeted extract loss across the system. In 2014 the Tooheys brewing department commied to reducing extract loss across all brewing processes. Filtraon was idenfied as a large area of extract loss which was not readily visible as most of the system was hard piped to drain. Up unl this point extract losses had been calculated using assumed values supplied to the department during the commissioning phase. Due to the large area to be invesgated and the numerous potenal loss points involved, careful consideraon was given to the methods and strategy to be used for the problem solving exercise. Tooheys problem solving tools all ulise the Manufacturing excellence (MEX) principles and the DMAIC (Define, Measure, Analyse, Implement and Control) process. This presentaon details the two methods deployed and the outcomes achieved. It also details the role of plant operators in achieving those outcomes. Process A team of 8 people consisng of a brewer, process owner, engineers and operators was assembled to examine extract loss and idenfy issues across the filtraon process. Due to the limited understanding of the actual losses and the extent of the problem, a “Kaizen blitz” method was adopted. The “blitz” approach was decided upon as it focused on achievable goals in a short me frame, in this case 1 week, as well as highlighng areas of greater complexity. It was decided from the outset to allow the operators to “drive” the process, since they interacted with the plant on a daily basis. An overview of the enre filtraon process was drawn up showing all major process units and flow paths. The start-up and shutdown sequence was mapped out and broken down into 4 stages. Operators then idenfied any potenal loss points within each of the stages, as well as discussing any issues or anomalies they had encountered whilst running the plant on a daily basis. Using standard MEX tools (DMAIC’s, fish bones and 5 why’s), and by adhering to the “blitz” principle of only targeng high impact and achievable goals, the team were able to idenfy loss points that could be easily measured and analysed. The second project was a profit improvement project (PIP) and this was used to measure extract loss within the membranes, as the measure and analyse phases were complex and me consuming. The project was again led by an operator, being myself, and supported by an engineer (Insa Errey). To meas- ure the residual liquid in the filter aſter emptying, we used an empty IBC connected directly to the drains. This process was repeated mulple mes on all filters over five days. Whilst volumes varied from filter to filter, in all cases the volume was far greater than had been ancipated. (An average of 1.2hl). Analysis of the measurement data was then presented to a group of 5 filtraon operators for their input and opinions. Using the fish bone map and 5 why process, four areas were idenfied for invesgaon and or improvement.CO2 supply pressure. Low level switch (LSL) funconality and locaon. Liquid and gas separaon. Step mers values. Results “Blitz method”: The following improvements and modificaons were achieved in five days. Other than team members labour costs, no capital outlay was required. All drain points were idenfied and labelled. Drain valve mings were opmised. A visual check of all drains during start-up and shutdown sequence occurs once per week as operator’s standard work. All lines used in the sequence were laser measured and their volumes recalculated. Significant variaons were found between the actual volume and the value used by the sequence. In consultaon with the supplier, the centrifuge maximum discharge me was increased resulng in fewer discharges per producon run. As the filtraon process ulises high gravity storage beer, conducvity set points were opmised to allow for some carryover of de-aerated liquor into the system. The above modificaons resulted in a calculated saving of 115 tonnes of extract per annum. Membrane emptying PIP: Several weeks of trials were undertaken to analyse the impacts of the iden- fied target areas. Only when one area had been opmised were trials conducted on another area. The trials all took place during normal producon runs and had no impact on producvity or quality. The med steps of the emptying process were opmised by using a turbidity meter directly downstream of the membrane filters. The CO² supply pressure was opmised using the same turbidity meter. The pressure was reduced by 10kpa increments and the presence of foam (high turbidity) was monitored. This pressure reducon also minimised the liquid/gas separaon that appeared to be occurring within the pipework. Tesng confirmed that the low level switch was being acvated whilst liquid was sll present within the filter. In consultaon with the engineer we concurred that the probe was not suitably located, being in the centre of a 180º bend. We relocated the probe on one filter block only to a more suitable locaon. With opmisaons and modificaons complete we then re-measured the residual liquid within the modified filter. This demonstrated a 1hl reducon of residual liquid (only 0.25hl was recovered). The modificaons were then applied to the 5 other filter blocks . By calculang the number of brand changes and CIP’s (emptying sequence of membranes) per annum and applying a loss of 0.25hl we esmate an extract saving of 96.3 tonnes per annum. Summary Although the examples presented ulised the Manufacturing excellence (MEX) tools and principles, any structured problem solving techniques could be applied using a similar format to both the “blitz” and process improvement methods. The “blitz” method is an ideal tool for troubleshoong a common issue across a large process area, and is also useful as a “first up” problem solving tool in areas where no problem solving has occurred in the past. It targets the “low hanging fruit” whilst idenfying areas where a more detailed invesgaon may be required. Its strict me schedule delivers results almost immediately. The process improvement method (PIP), whilst more complex than the “blitz”, allows for a more thorough invesgaon of an area. By ulising the DMAIC strategy (Define, Measure, Analyse, Implement and Control), a problem can be correctly defined and its possible causes idenfied. This strategy is extremely beneficial in situaons where mulple root causes are contribung to the problem. Whilst many people may be familiar with MEX and other structured problem solving techniques, what was unique to the examples presented, was the role of the plant operator/technician in achieving the outcomes presented. Oſten an operator’s parcipaon in structured problem solving is limited to a consultave role and they are only ulised in the early stages of the process. Allowing operators to lead and drive problem solving projects ulises their inmate knowledge of the plant. The variaons and anomalies they oſten observe in their daily operaons are usually indicators of an underlying cause. Allowing them to follow through on these observaons can oſten lead to a rapid idenficaon of a root cause, or the idenficaon of a cause not considered. They also have the advantage of being able to test and analyse in real me and under real condions. Acknowledgements The Author would like to acknowledge the contribuon of team members of the “Kaizen blitz” project, Insa Errey, Haydon Morgan and Noah Minor. Measuring Residual Beer from Membranes

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Page 1: Practical Problem Solving on Membrane Filtrationconvention2016.ibdasiapac.com.au/wp-content/... · Practical Problem Solving on Membrane Filtration Jeffrey Morrell, Filtration Operator

Practical Problem Solving on Membrane

Filtration

Jeffrey Morrell, Filtration Operator Tooheys NSW February 2016

Abstract In November 2009 Tooheys commissioned a new automated twin stream cross flow filtration process. Whilst numerous controls and process improvements had occurred over several years, no investigations or

improvements had specifically targeted extract loss across the system. In 2014 the Tooheys brewing department committed to reducing extract loss across all brewing processes. Filtration was identified as a large

area of extract loss which was not readily visible as most of the system was hard piped to drain. Up until this point extract losses had been calculated using assumed values supplied to the department during the

commissioning phase.

Due to the large area to be investigated and the numerous potential loss points involved, careful consideration was given to the methods and strategy to be used for the problem solving exercise. Tooheys problem

solving tools all utilise the Manufacturing excellence (MEX) principles and the DMAIC (Define, Measure, Analyse, Implement and Control) process. This presentation details the two methods deployed and the

outcomes achieved. It also details the role of plant operators in achieving those outcomes.

Process A team of 8 people consisting of a brewer, process owner, engineers and operators was assembled to

examine extract loss and identify issues across the filtration process. Due to the limited understanding

of the actual losses and the extent of the problem, a “Kaizen blitz” method was adopted. The “blitz”

approach was decided upon as it focused on achievable goals in a short time frame, in this case 1 week,

as well as highlighting areas of greater complexity. It was decided from the outset to allow the

operators to “drive” the process, since they interacted with the plant on a daily basis.

An overview of the entire filtration process was drawn up showing all major process units and flow

paths. The start-up and shutdown sequence was mapped out and broken down into 4 stages. Operators

then identified any potential loss points within each of the stages, as well as discussing any issues or

anomalies they had encountered whilst running the plant on a daily basis.

Using standard MEX tools (DMAIC’s, fish bones and 5 why’s), and by adhering to the “blitz” principle of

only targeting high impact and achievable goals, the team were able to identify loss points that could be

easily measured and analysed.

The second project was a profit improvement project (PIP) and this was used to measure extract loss

within the membranes, as the measure and analyse phases were complex and time consuming. The

project was again led by an operator, being myself, and supported by an engineer (Insa Errey). To meas-

ure the residual liquid in the filter after emptying, we used an empty IBC connected directly to the

drains. This process was repeated multiple times on all filters over five days. Whilst volumes varied from

filter to filter, in all cases the volume was far greater than had been anticipated. (An average of 1.2hl).

Analysis of the measurement data was then presented to a group of 5 filtration operators for their input

and opinions. Using the fish bone map and 5 why process, four areas were identified for investigation

and or improvement.CO2 supply pressure. Low level switch (LSL) functionality and location. Liquid and

gas separation. Step timers values.

Results “Blitz method”: The following improvements and modifications were achieved in five days. Other than

team members labour costs, no capital outlay was required. All drain points were identified and labelled.

Drain valve timings were optimised. A visual check of all drains during start-up and shutdown sequence

occurs once per week as operator’s standard work. All lines used in the sequence were laser measured

and their volumes recalculated. Significant variations were found between the actual volume and the

value used by the sequence. In consultation with the supplier, the centrifuge maximum discharge time

was increased resulting in fewer discharges per production run. As the filtration process utilises high

gravity storage beer, conductivity set points were optimised to allow for some carryover of de-aerated

liquor into the system. The above modifications resulted in a calculated saving of 115 tonnes of extract

per annum.

Membrane emptying PIP: Several weeks of trials were undertaken to analyse the impacts of the identi-

fied target areas. Only when one area had been optimised were trials conducted on another area. The

trials all took place during normal production runs and had no impact on productivity or quality. The

timed steps of the emptying process were optimised by using a turbidity meter directly downstream of

the membrane filters. The CO² supply pressure was optimised using the same turbidity meter. The

pressure was reduced by 10kpa increments and the presence of foam (high turbidity) was monitored.

This pressure reduction also minimised the liquid/gas separation that appeared to be occurring within

the pipework. Testing confirmed that the low level switch was being activated

whilst liquid was still present within the filter. In consultation with the engineer we

concurred that the probe was not suitably located, being in the centre of a 180º

bend. We relocated the probe on one filter block only to a more suitable location.

With optimisations and modifications complete we then re-measured the

residual liquid within the modified filter. This demonstrated a 1hl reduction of

residual liquid (only 0.25hl was recovered). The modifications were then applied

to the 5 other filter blocks. By calculating the number of brand changes and CIP’s

(emptying sequence of membranes) per annum and applying a loss of 0.25hl we

estimate an extract saving of 96.3 tonnes per annum.

Summary Although the examples presented utilised the Manufacturing excellence (MEX) tools and principles, any structured problem solving techniques could be applied using a similar format to both the “blitz” and

process improvement methods.

The “blitz” method is an ideal tool for troubleshooting a common issue across a large process area, and is also useful as a “first up” problem solving tool in areas where no problem solving has occurred in the

past. It targets the “low hanging fruit” whilst identifying areas where a more detailed investigation may be required. Its strict time schedule delivers results almost immediately.

The process improvement method (PIP), whilst more complex than the “blitz”, allows for a more thorough investigation of an area. By utilising the DMAIC strategy (Define, Measure, Analyse, Implement and

Control), a problem can be correctly defined and its possible causes identified. This strategy is extremely beneficial in situations where multiple root causes are contributing to the problem.

Whilst many people may be familiar with MEX and other structured problem solving techniques, what was unique to the examples presented, was the role of the plant operator/technician in achieving the

outcomes presented. Often an operator’s participation in structured problem solving is limited to a consultative role and they are only utilised in the early stages of the process. Allowing operators to lead and

drive problem solving projects utilises their intimate knowledge of the plant. The variations and anomalies they often observe in their daily operations are usually indicators of an underlying cause. Allowing them

to follow through on these observations can often lead to a rapid identification of a root cause, or the identification of a cause not considered. They also have the advantage of being able to test and analyse in

real time and under real conditions.

Acknowledgements The Author would like to acknowledge the contribution of team members of the “Kaizen blitz”

project, Insa Errey, Haydon Morgan and Noah Minor.

Measuring Residual Beer from Membranes