Case study on delivery time determination using a machine learning approach in small batch production companies

Publikation: Beiträge in ZeitschriftenZeitschriftenaufsätzeForschungbegutachtet

Authors

Delivery times represent a key factor influencing the competitive advantage, as manufacturing companies strive for timely and reliable deliveries. As companies face multiple challenges involved with meeting established delivery dates, research on the accurate estimation of delivery dates has been source of interest for decades. In recent years, the use of machine learning techniques in the field of production planning and control has unlocked new opportunities, in both academia and industry practice. In fact, with the increased availability of data across various levels of manufacturing companies, machine learning techniques offer the opportunity to gain valuable and accurate insights about production processes. However, machine learning-based approaches for the prediction of delivery dates have not received sufficient attention. Thus, this study aims to investigate the ability of machine learning to predict delivery dates early in the ordering process, and what type of information is required to obtain accurate predictions. Based on the data provided by two separate manufacturing companies, this paper presents a machine learning-based approach for predicting delivery times as soon as a request for an offer is received considering the desired customer delivery date as a feature.
Titel in ÜbersetzungFallstudie: Lieferterminbestimmung in der Kleinserienproduktion mittels maschinellen Lernens
OriginalspracheEnglisch
ZeitschriftJournal of Intelligent Manufacturing
Jahrgang35
Ausgabenummer8
Seiten (von - bis)3937-3958
Anzahl der Seiten22
ISSN0956-5515
DOIs
PublikationsstatusErschienen - 12.2024

Bibliographische Notiz

Publisher Copyright:
© The Author(s) 2024.

DOI

Zuletzt angesehen

Publikationen

  1. Habitat management on multiple spatial scales can enhance bee pollination and crop yield in tropical homegardens
  2. Is less more? Investigating citizen and consumer preferences for the future direction of livestock farming policy
  3. Vibration analysis based on the spectrum kurtosis for adjustment and monitoring of ball bearing radial clearance
  4. The interaction of ecological norm orientation and external factors in the domain of travel mode choice behavior
  5. Simulationsbasierte Optimierung der Reihenfolgeplanung am Beispiel eines Liniensorters in der Automobilindustrie
  6. Plant functional trait response to environmental drivers across European temperate forest understorey communities
  7. Pitfalls and potential of institutional change: Rain-index insurance and the sustainability of rangeland management
  8. Die individuell präferierte bezugsnormorientierung und das selbstkonzept von grundschulkindern im fach mathematik
  9. Light availability and land-use history drive biodiversity and functional changes in forest herb layer communities
  10. Simulationsbasierte Bewertung von intralogistischen Prozessen am Beispiel der Warenbereitstellung im Einzelhandel
  11. Potential supply and actual use of cultural ecosystem services in mountain protected areas and their surroundings
  12. The measurement time required for determining total NH3 losses after field application of slurries by trail hoses
  13. Effect of Sn additions on the age hardening response, microstructures and corrosion resistance of Mg-0.8Ca (wt%) alloys
  14. Cascade thermochemical storage with internal condensation heat recovery for better energy and exergy efficiencies
  15. A sensorless control using a sliding-mode observer for an electromagnetic valve actuator in automotive applications
  16. A general structural property in wavelet packets for detecting oscillation and noise components in signal analysis
  17. Privacy-Preserving Localization and Social Distance Monitoring with Low-Resolution Thermal Imaging and Deep Learning
  18. Einfluss elterlicher Mathematikkompetenz und familialer Prozesse auf den Kompetenzerwerb von Kindern in Mathematik
  19. Chronic effects of a static stretching intervention program on range of motion and tissue hardness in older adults
  20. A Theoretical Dynamical Noninteracting Model for General Manipulation Systems Using Axiomatic Geometric Structures
  21. A geometric approach for the design and control of an electromagnetic actuator to optimize its dynamic performance
  22. The Use of Factorization and Multimode Parametric Spectra in Estimating Frequency and Spectral Parameters of Signal
  23. A Robust Decoupling Estimator to Indentify Electrical Parameters for Three-Phase Permanent Magnet Synchronous Motors
  24. Input-Output Linearization of a Thermoelectric Cooler for an Ice Clamping System Using a Dual Extended Kalman Filter
  25. Plant species diversity and endemism on islands and archipelagos, with special reference to the Macaronesian Islands
  26. Mechanical properties and microstructures of nano SiC reinforced ZE10 composites prepared with ultrasonic vibration
  27. Methodologies for Noise and Gross Error Detection using Univariate Signal-Based Approaches in Industrial Application
  28. A geometric approach for controlling an electromagnetic actuator with the help of a linear Model Predictive Control
  29. An empirically tested overlap between indigenous and scientific knowledge of a changing climate in Bolivian Amazonia
  30. Grünlandschutz in benachteiligen Mittelgebirgsregionen durch ein Bio-Weiderindkonzept am Beispiel des Südschwarzwalds
  31. Forestry contributed to warming of forest ecosystems in northern Germany during the extreme summers of 2018 and 2019
  32. A Model Based Feedforward Regulator Improving PI Control of an Ice-Clamping Device Activated by Thermoelectric Cooler
  33. Effects of preschoolers' storybook exposure and literacy environments on lower level and higher level language skills
  34. Investigation On The Influence Of Remanufacturing On Production Planning And Control – A Systematic Literature Review
  35. Das Eiablageverhalten des Großen Feuerfalters (Lycaena dispar rutilus) in der Kulturlandschaft Siebenbürgens, Rumänien
  36. Model predictive control of transistor pulse converter for feeding electromagnetic valve actuator with energy storage
  37. Ethnisierung von Geschlecht und die diskursive Reproduktion von Differenz in der Fernsehdokumentation "Fremde Nachbarn"
  38. Experimental investigation of temperature distribution during wire-based laser metal deposition of the Al-Mg alloy 5087
  39. The efficacy of Cognitive-Behavioral Therapy and Psychodynamic Therapy in the outpatient treatment of major depression
  40. Patterns and hotspots of carabid beetle diversity in the Palaearctic – insights from a hyperdiverse invertebrate taxon
  41. Comparing data scaling based recursive least squares algorithms with Kalman Filter for nano parameters identification
  42. Verstehensprozesse bei der Bearbeitung realitätsbezogener Mathematikaufgaben: Klassische Textaufgaben vs. Zeitungstexte