Researchers in the field of smart manufacturing have recognized the benefits of blockchain technology, which solves the trust problem in the open network without relying on any trusted third party. Blockchain technology enables interaction between otherwise competing manufacturing entities to satisfy increasing customer demands in a trustful way. H...
Cilj zastavljene naloge je bil izboljšava simulacijskega modela eksperimentalnega proizvodnega sistema. To smo naredili na način, da smo za izvajanje simulacij posameznih podsistemov proizvodnega sistema uporabljali dva različna simulacijska programa za izvedbo specifične simulacije in jih ustrezno medsebojno povezali za izmenjavo informacij in pod...
Digital twins (DTs) offer the potential for improved understanding of current and future manufacturing processes. This can only be achieved by DTs consistently and accurately representing the real processes. However, the robustness and resilience of the DT itself remain an issue. Accordingly, this paper offers an approach to deal with uncertainty a...
V magistrski nalogi je prikazana prenova proizvodnega procesa na liniji za izdelavo nosilcev krtač motorja. Z uporabo analize koristnosti in stroškov je določeno, katera od predvidenih alternativ je za podjetje najprimernejša. Spremembe v proizvodnem procesu so izvedene predvsem pri vgradnji različnega števila izmetnih mest znotraj linije. Rezultat...
Cyber-physical systems (CPSs) open up new perspectives for the design, development, implementation, and operation of manufacturing systems and will enable a paradigm shift in manufacturing. The objective of this research is to develop a new concept of cyber-physical production systems (CPPSs) and, on this basis, to address the issue of management a...
Intenziven razvoj informacijskih in komunikacijskih tehnologij, ki smo mu priča v zadnjih letih, povzroča na področju proizvodnje nastajanje velikih količin podatkov. Pojavljajo pa se tudi novi pristopi, metode, tehnike in orodja za napredno podatkovno analitiko, kar ponuja nove možnosti za uporabo velikih količin kompleksnih podatkov oz. velepodat...
Material flow management is an increasingly difficult activity in today's ever-more-complex manufacturing systems. New approaches are offered by the industrial internet of things (IoT), which is envisioned as a network of active devices that are capable of wireless communication. However, the dependence of IoT devices on battery energy presents a m...
In most manufacturing processes the defect rate is very low. Sometimes, only a few parts per million are defective because of a faulty process. For this reason, fault diagnostics is faced with extremely imbalanced data sets and requires large volumes of data to achieve a reasonable performance. This paper explores whether a machine-to-machine appro...
