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Design of Clearing and settlement operations: A case study in business process modelling and evaluation with Petri nets
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Introduction Name : Pieter Kwantes Work at ING Bank, Wholesale Securities department My contribution is based on my master thesis Computer Science (Leiden University. Jetty Kleijn) finished May 2006
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Content of this presentation Motivation behind the case study Case study –Problem statement –Approach and research questions –Execution of the case study Concluding remarks
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Motivation –Choice between different process design alternatives, is often based on intuition, expert opinion. Tools: MS-word and power point. –The question is whether a formal approach based on Petri nets might do better –Try it out in a realistic case study
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Problem statement (1) Clearing and settlement = processing of transactions on the secondary capital market –Primary capital market : issue of new securities –Secondary capital market : trading of already issued securities
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Problem statement (2) processing of transactions on secondary capital market SettlementTradingClearingCustody
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Problem statement (3) Problem : how to design a business process able to deliver Clearing and settlement services ? This resulted in 2 design alternatives How to decide which one is the best, before starting implementation?
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Approach: the basic idea Make a Petri net model of each alternative process design Calculate the performance of each model Choose the design showing the best performance for implementation
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Approach:steps Acquire informal description process designs Establish performance criteria Formalize descriptions with Petri nets Validate formal description Measure performance (Implement best process design)
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Questions Questions: –Are Petri nets suitable to describe critical properties of the subject domain : C&S ? – Are graphical representation and animation enabled by Petri nets helpful for validation purposes? –Is it possible and feasible to decide between two process designs of C&S using Petri nets –(Can PN-based models be used as a specification/blueprint to guide implementation?)
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Content of this presentation Motivation behind the case study Case study –Problem statement –Approach and research questions –Execution of the case study Concluding remarks.
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Approach:steps Acquire informal description process design Establish performance criteria Formalize description with Petri nets Validate formal description Measure performance (Implement best process design)
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Informal description (1) Two different institutional arrangements for secondary capital markets: –“Over the counter” markets –Formalized exchanges
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Informal description (2) Trading Member Firm 1 Trading Member Firm 2 100 units Shell Settle ment TradingClearingCustody
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Informal description (3) Trading Member Firm 1 Trading Member Firm 2 100 units Shell Clearing Central Counter party 100 units Shell Settle ment TradingClearingCustody
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Informal description (4) Trading Member Firm 1 Trading Member Firm 2 200 units Shell Clearing Member Firm B Clearing Member Firm A Central Counter party 200 units Shell Settle ment TradingClearingCustody
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Informal description (5) Custody Custodian CSD Trading Member Firm 3 Central Counter party Trading Member Firm 2 100 0 Trading Member Firm 1 100 200 0 0 200 units Shell -Invariance Settle ment TradingClearingCustody 0 Clearing Member Firm Clearing Member Firm 0 00 Power of attorney
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Informal description (6) Custody Custodian CSD Trading Member Firm 3 Central Counter party Trading Member Firm 2 100 0 Trading Member Firm 1 0 100 0 0 200 units Shell -Invariance Settle ment TradingClearingCustody 100 Clearing Member Firm Clearing Member Firm 0 0100 Power of attorney
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Informal description (7) Custody Custodian CSD Trading Member Firm 3 Central Counter party Trading Member Firm 2 100 Trading Member Firm 1 0 100 0 0 200 units Shell -Invariance Settle ment TradingClearingCustody 0 Clearing Member Firm Clearing Member Firm 0 00 Power of attorney
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Informal description (8) Custody Custodian CSD Trading Member Firm 3 Central Counter party Trading Member Firm 2 100 0 Trading Member Firm 1 0 100 0 0 200 units Shell -Invariance Settle ment TradingClearingCustody 0 Clearing Member Firm Clearing Member Firm 0 1000 Power of attorney
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Informal description (9) Custody Custodian CSD Trading Member Firm 3 Central Counter party Trading Member Firm 2 100 0 Trading Member Firm 1 0 100 0 200 units Shell -Invariance Settle ment TradingClearingCustody 0 Clearing Member Firm Clearing Member Firm 100 00 Power of attorney
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Informal description (10) design alternative Custody Custodian CSD Trading Member Firm 3 Central Counter party Trading Member Firm 2 100 0 Trading Member Firm 1 100 2000 0 200 units Shell -Invariance Settle ment TradingClearingCustody Clearing Member Firm Power of attorney
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Informal description (11) design alternative Custody Custodian CSD Trading Member Firm 3 Central Counter party Trading Member Firm 2 100 200 Trading Member Firm 1 (-100) 00 0 Time : S Power of attorney -Timing -Power of attorney Settle ment TradingClearingCustody 200 units Shell -Invariance Clearing Member Firm
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Informal description (12) design alternative Custody Custodian CSD Trading Member Firm 3 Central Counter party Trading Member Firm 2 100 0 Trading Member Firm 1 (-100) 0200 Settle ment TradingClearingCustody 200 units Shell
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Informal description (13) design alternative Custody Custodian CSD Trading Member Firm 3 Central Counter party Trading Member Firm 2 0 Trading Member Firm 1 0 0200 Settle ment TradingClearingCustody 0
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Design 1 has 2 extra steps before final settlement with CCP, so –decision to borrow earlier –more failure due to late receiving OTC-trades Informal description difference between design 1 and 2 SS - t Design 1 Design 2 CCP Late received OTC-trades S – ½ t
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Clearing Member Firm Central Counter party Central Securities Depository OTC- Market Exchange Custodian 1 2 8 4 12 10 Lending Firm 3 7 13 14 15 6 9 5 11 Informal description DFD : design alternative 1
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Clearing Member Firm Central Counter party Central Securities Depository OTC- Market Exchange Custodian Lending Firm 21 22 23 24 25 2 1 3 4 29 30 28 27 26 13 20 31 Informal description DFD: design alternative 2
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Approach:steps Acquire informal description process design Establish performance criteria Formalize description with Petri nets Validate formal description Evaluate process design (Implement process design)
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Basic purpose of Clearing and settlement to complete a transaction according to what has been agreed upon (amount, prices, time of delivery) Performance criterium is – % of traded securities delivered in time –amount of borrowing Performance criteria
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Approach:steps Acquire informal description process design Establish performance criteria Formalize description with Petri nets Validate formal description Evaluate process design (Implement process design)
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Design 1
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Design 2
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Sub net of the CCP
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Sub net fragment of the Custodian
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Approach:steps Acquire informal description process design Establish performance criteria Formalize description with Petri nets Validate formal description Evaluate process design (Implement process design)
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Approach:steps Acquire informal description process design Establish performance criteria Formalize description with Petri nets Validate formal description Evaluate process design (Implement process design)
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Evaluate process design Measurements design 1 1 cycle
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Evaluate process design Measurements design 1 (2 accounts) Borrowing cost Settlement failure
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Evaluate process design Measurements design 2 (1 account) Borrowing cost Settlement failure
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Content of this presentation Motivation behind the case study Case study –Problem statement –Approach and research questions –Execution of the case study Concluding remarks.
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Concluding remarks Suitability of HTCP-nets for modelling Clearing and settlement process Decentralized control/communication Complexity Time critical Issues: –Modelling of priorities –Modelling of dataflow/datastructure
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Concluding remarks Validation of the HTCPN model Graphical representation Animation Issues: –Snap shot animation, lose view of entire OS –Local state change, snap shots of entire net –Animation of high level nets –Domain specific presentation layer –Extraction of performance information
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Concluding remarks Suitability for design evaluation What-if analysis Visualisation of alternatives Issues –Support for model variants Reusable model fragments
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