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DESCRIPTION:The 4th industrial revolution is making on-demand manufacturing
  a reality\, which can offer many advantages. However\, such anticipated a
 dvantages rely on advanced modelling\, optimization and real-time implemen
 tation techniques to handle highly dynamic user requirements and operation
 al environment. In this talk\, we address the problem of resilient resourc
 e management for a typical multi-process manufacturing system\, which cons
 ists of several parallel production processes. Each process has its own re
 sources such as machines\, AGVs\, conveyors and storages\, and production 
 orders from customers with relevant pre-computed production schedules. Due
  to either changes of production orders or component faults\, frequently s
 ome process may be interrupted. To ensure continuous operations\, the curr
 ent practice typically relies on a large number of standby components\, re
 sulting in low resource utilization. To ensure fast responsiveness to syst
 em changes with low costs\, we propose a novel resource sharing strategy t
 hat real-time analyzes the resource demand in a target process\, and resou
 rce flexibilities in other processes\, and dynamically assign and schedule
  flexible resources to the target process to minimize the negative impact 
 of resource scarcity to assigned production jobs\, while ensuring jobs in 
 other processes not being affected. A general mixed integer linear program
 ming (MILP) formulation is adopted to capture resource needs and flexibili
 ty\, and a real-time responsive coordinator is designed to ensure fast res
 ource matching and task re-scheduling in relevant processes. The developed
  strategy is applied to a simulated manufacturing system with multiple fau
 lt scenarios\, and the experimental results show the promising potential o
 f our strategy in improving job completion rate\, increasing resource util
 ization and achieving load balance.\n\nZoom Meeting Details:\n\nTime: Mar 
 7\, 2022\, 02:00 PM Canberra\, Melbourne\, Sydney\nJoin from a PC\, Mac\, 
 iPad\, iPhone or Android device:\nPlease click this URL to start or join: 
 https://macquarie.zoom.us/j/87236290542\n\nJoin from dial-in phone line:\n
 Dial: +61 2 8015 2088\nMeeting ID: 872 3629 0542\nInternational numbers av
 ailable: https://macquarie.zoom.us/u/kexUcOsF7Q\n\nJoin from a H.323/SIP r
 oom system:\nDial: SIP:87236290542@zmau.us\nor 103.122.166.55\nMeeting ID:
  872 3629 0542\n\nSpeaker(s): Rong Su\, \n\nSydney\, New South Wales\, Aus
 tralia\, Virtual: https://events.vtools.ieee.org/m/301433
LOCATION:Sydney\, New South Wales\, Australia\, Virtual: https://events.vto
 ols.ieee.org/m/301433
ORGANIZER:budhadityamajumdar@gmail.com
SEQUENCE:12
SUMMARY:IEEE NSW QLD DL: Resilient Resource Management in Multi-Process Man
 ufacturing Systems
URL;VALUE=URI:https://events.vtools.ieee.org/m/301433
X-ALT-DESC:Description: &lt;br /&gt;&lt;p&gt;&lt;strong&gt;&amp;nbsp\;&lt;/strong&gt;The 4th industrial
  revolution is making on-demand manufacturing a reality\, which can offer 
 many advantages. However\, such anticipated advantages rely on advanced mo
 delling\, optimization and real-time implementation techniques to handle h
 ighly dynamic user requirements and operational environment. In this talk\
 , we address the problem of resilient resource management for a typical mu
 lti-process manufacturing system\, which consists of several parallel prod
 uction processes. Each process has its own resources such as machines\, AG
 Vs\, conveyors and storages\, and production orders from customers with re
 levant pre-computed production schedules. Due to either changes of product
 ion orders or component faults\, frequently some process may be interrupte
 d. To ensure continuous operations\, the current practice typically relies
  on a large number of standby components\, resulting in low resource utili
 zation. To ensure fast responsiveness to system changes with low costs\, w
 e propose a novel resource sharing strategy that real-time analyzes the re
 source demand in a target process\, and resource flexibilities in other pr
 ocesses\, and dynamically assign and schedule flexible resources to the ta
 rget process to minimize the negative impact of resource scarcity to assig
 ned production jobs\, while ensuring jobs in other processes not being aff
 ected. A general mixed integer linear programming (MILP) formulation is ad
 opted to capture resource needs and flexibility\, and a real-time responsi
 ve coordinator is designed to ensure fast resource matching and task re-sc
 heduling in relevant processes. The developed strategy is applied to a sim
 ulated manufacturing system with multiple fault scenarios\, and the experi
 mental results show the promising potential of our strategy in improving j
 ob completion rate\, increasing resource utilization and achieving load ba
 lance.&lt;br /&gt;&lt;br /&gt;Zoom Meeting Details:&lt;/p&gt;\n&lt;p&gt;Time: Mar 7\, 2022\, 02:00
  PM Canberra\, Melbourne\, Sydney&amp;nbsp\;&lt;br /&gt;Join from a PC\, Mac\, iPad\
 , iPhone or Android device:&amp;nbsp\;&lt;br /&gt;&amp;nbsp\; &amp;nbsp\; Please click this 
 URL to start or join: https://macquarie.zoom.us/j/87236290542&lt;br /&gt;&amp;nbsp\;
 &lt;br /&gt;Join from dial-in phone line:&amp;nbsp\;&lt;br /&gt;&amp;nbsp\; &amp;nbsp\; Dial: +61 
 2 8015 2088&lt;br /&gt;&amp;nbsp\; &amp;nbsp\; Meeting ID: 872 3629 0542&amp;nbsp\;&lt;br /&gt;&amp;nb
 sp\; &amp;nbsp\; International numbers available: https://macquarie.zoom.us/u/
 kexUcOsF7Q&amp;nbsp\;&lt;/p&gt;\n&lt;p&gt;Join from a H.323/SIP room system:&amp;nbsp\;&lt;br /&gt;&amp;
 nbsp\; &amp;nbsp\; Dial: SIP:87236290542@zmau.us&lt;br /&gt;&amp;nbsp\; &amp;nbsp\; or 103.1
 22.166.55&lt;br /&gt;&amp;nbsp\; &amp;nbsp\; Meeting ID: 872 3629 0542&lt;/p&gt;
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