Performance Analysis and Capacity Planning of Multi-stage Stochastic Order Fulfilment Systems with Levelled Order Release and Order Deadlines
Order fulfilment systems are forced to manage a volatile customer demand while meeting customer-required short order deadlines. To handle these challenges, we introduce the Strategy of Levelled Order Release (LOR) for workload balancing over time. The contributions of this work are (1) the workload...
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| Главный автор: | |
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| Формат: | Online |
| Язык: | английский |
| Опубликовано: |
KIT Scientific Publishing
2022
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| Предметы: | |
| Online-ссылка: | https://library.oapen.org/handle/20.500.12657/58458 |
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| _version_ | 1869531103852756992 |
|---|---|
| author | Mohring, Uta |
| author_browse | Mohring, Uta |
| author_facet | Mohring, Uta |
| author_sort | Mohring, Uta |
| collection | Directory of Open Access Books |
| description | Order fulfilment systems are forced to manage a volatile customer demand while meeting customer-required short order deadlines. To handle these challenges, we introduce the Strategy of Levelled Order Release (LOR) for workload balancing over time. The contributions of this work are (1) the workload balancing concept LOR, (2) a discrete-time Markov chain for performance analysis, and (3) an algorithm for capacity planning under performance constraints in order fulfilment systems with LOR. |
| format | Online |
| id | doab-20.500.12854ir-92333 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2022 |
| publishDateRange | 2022 |
| publishDateSort | 2022 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-923332025-05-27T06:40:13Z Performance Analysis and Capacity Planning of Multi-stage Stochastic Order Fulfilment Systems with Levelled Order Release and Order Deadlines Mohring, Uta Order fulfilment; Glättung; Kapazitätsplanung; Markov-Kette; ableitungsfreie Optimierung; order fulfilment; workload balancing; capacity planning; Markov chain; derivative-free optimisation thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials Order fulfilment systems are forced to manage a volatile customer demand while meeting customer-required short order deadlines. To handle these challenges, we introduce the Strategy of Levelled Order Release (LOR) for workload balancing over time. The contributions of this work are (1) the workload balancing concept LOR, (2) a discrete-time Markov chain for performance analysis, and (3) an algorithm for capacity planning under performance constraints in order fulfilment systems with LOR. 2022-09-22T04:13:22Z 2022-09-22T04:13:22Z 2022-09-19T13:09:36Z 2022 book https://library.oapen.org/handle/20.500.12657/58458 9783731512110 https://directory.doabooks.org/handle/20.500.12854/92333 eng Wissenschaftliche Berichte des Instituts für Fördertechnik und Logistiksysteme des Karlsruher Instituts für Technologie open access image/jpeg image/jpeg image/jpeg image/jpeg Attribution 4.0 International Attribution 4.0 International Attribution 4.0 International Attribution 4.0 International https://library.oapen.org/bitstream/20.500.12657/58458/1/performance-analysis-and-capacity-planning-of-multi-stage-stochastic-order-fulfilment-systems-with-levelled-order-release-and-order-deadlines.pdf https://library.oapen.org/bitstream/20.500.12657/58458/1/performance-analysis-and-capacity-planning-of-multi-stage-stochastic-order-fulfilment-systems-with-levelled-order-release-and-order-deadlines.pdf https://library.oapen.org/bitstream/20.500.12657/58458/1/performance-analysis-and-capacity-planning-of-multi-stage-stochastic-order-fulfilment-systems-with-levelled-order-release-and-order-deadlines.pdf https://library.oapen.org/bitstream/20.500.12657/58458/1/performance-analysis-and-capacity-planning-of-multi-stage-stochastic-order-fulfilment-systems-with-levelled-order-release-and-order-deadlines.pdf KIT Scientific Publishing 10.5445/KSP/1000148098 10.5445/KSP/1000148098 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731512110 AG Universitätsverlage 284 open access |
| spellingShingle | Order fulfilment; Glättung; Kapazitätsplanung; Markov-Kette; ableitungsfreie Optimierung; order fulfilment; workload balancing; capacity planning; Markov chain; derivative-free optimisation thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials Mohring, Uta Performance Analysis and Capacity Planning of Multi-stage Stochastic Order Fulfilment Systems with Levelled Order Release and Order Deadlines |
| title | Performance Analysis and Capacity Planning of Multi-stage Stochastic Order Fulfilment Systems with Levelled Order Release and Order Deadlines |
| title_full | Performance Analysis and Capacity Planning of Multi-stage Stochastic Order Fulfilment Systems with Levelled Order Release and Order Deadlines |
| title_fullStr | Performance Analysis and Capacity Planning of Multi-stage Stochastic Order Fulfilment Systems with Levelled Order Release and Order Deadlines |
| title_full_unstemmed | Performance Analysis and Capacity Planning of Multi-stage Stochastic Order Fulfilment Systems with Levelled Order Release and Order Deadlines |
| title_short | Performance Analysis and Capacity Planning of Multi-stage Stochastic Order Fulfilment Systems with Levelled Order Release and Order Deadlines |
| title_sort | performance analysis and capacity planning of multi stage stochastic order fulfilment systems with levelled order release and order deadlines |
| topic | Order fulfilment; Glättung; Kapazitätsplanung; Markov-Kette; ableitungsfreie Optimierung; order fulfilment; workload balancing; capacity planning; Markov chain; derivative-free optimisation thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials |
| topic_facet | Order fulfilment; Glättung; Kapazitätsplanung; Markov-Kette; ableitungsfreie Optimierung; order fulfilment; workload balancing; capacity planning; Markov chain; derivative-free optimisation thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials |
| url | https://library.oapen.org/handle/20.500.12657/58458 |
| work_keys_str_mv | AT mohringuta performanceanalysisandcapacityplanningofmultistagestochasticorderfulfilmentsystemswithlevelledorderreleaseandorderdeadlines |