On stochastic modelling and reliability of systems with moving cracked material
Published inJyväskylä studies in computing
In many industrial processes, such as printing paper, a material travels through a series of rollers unsupported and under longitudinal tension. The value of the tension has an important role in the system behaviour, such as fracture and me- chanical stability. This thesis develops stochastic models for a system in which an elastic, isotropic cracked material travels through a series of spans and studies the probabilities of fracture and instability of the material. The models focus on describing tension variations and initial cracks in the material. Time-dependent tension ﬂuctuations are modelled by the stationary Ornstein-Uhlenbeck process, and the occurrence and lengths of the cracks are described by a stochastic counting process and random variables or by a continuous stochastic process. To study fracture, the theory of linear elastic fracture mechanics is applied. The failure probabilities are solved by exploiting simulation and analytical expressions, when available. When the tension exhibits time-dependent random ﬂuctuations, considering fracture or instability leads to a ﬁrst-passage time problem, and the series representation for the ﬁrst-passage time distribution of the scalar Ornstein-Uhlenbeck process to a ﬁxed boundary can be exploited. Although the impact of cracks on web breaks in pressrooms has gained attention in the research, a few studies consider modelling of crack-induced fracture in moving paper webs. These studies only estimate the fracture probability from above or do not consider tension ﬂuctuations. Stability of moving materials is widely investigated, but the models do not take into account statistical features of the process. The results obtained with parameters typical to dry paper (newsprint) and printing presses show that the distributions of tension, crack occurrence and crack length have a signiﬁcant impact on system reliability. Considering an upper bound for the fracture probability may lead to overconservative values for set tension. The results also suggest that tension variations may affect the pressroom runnability signiﬁcantly, which agrees with previous results. ...
PublisherUniversity of Jyväskylä
- Article I: Maria Tirronen, Tero Tuovinen, Juha Jeronen and Tytti Saksa. Stochastic analysis of the critical stable velocity of a moving paper web in the presence of a crack. Advances in Pulp and Paper Research, Cambridge 2013, Transactions of the 15th Fundamental Research Symposium held in Cambridge, Ed. S. J. I’Anson, Vol. 1, pp. 301–319, ISBN: 978-0-9926163-0-4, 2013.
- Article II: Maria Tirronen, Nikolay Banichuk, Juha Jeronen, Tytti Saksa and Tero Tuovinen. Stochastic analysis of the critical velocity of an axially moving cracked elastic plate. Probabilistic Engineering Mechanics, Vol. 37, pp. 16–23DOI: 10.1016/j.probengmech.2014.04.001
- Article III: Maria Tirronen. On reliability of systems with moving material subjected to fracture and instability. Probabilistic Engineering Mechanics, Vol. 42, pp. 21–30, 2015. 10.1016/j.probengmech.2015.09.004
- <Article IV: Maria Tirronen. Reliability analysis of processes with moving cracked material. ArXiv e-prints
- Article V: Maria Tirronen. Stochastic fracture analysis of systems with moving material. Rakenteiden Mekaniikka (Finnish Journal of Structural Mechanics), Vol. 48, No 2, pp. 116–135, 2015. Full text
MetadataShow full item record
- Väitöskirjat 
Showing items with similar title or keywords.
Saksa, Tytti (University of Jyväskylä, 2013)
Kurki, Matti (University of Jyväskylä, 2014)
Hinkkanen, Onni (2022)In this thesis we describe the dynamics of solvency level in life insurance contracts. We do this by representing the underlying sources of risk and the solvency level as the solution to a forward-backward stochastic ...
Environmentally-induced noise dampens and reddens with increasing trophic level in a complex food web Kuparinen, Anna; Perälä, Tommi; Martinez, Neo D.; Valdovinos, Fernanda S. (Blackwell, 2019)Stochastic variability of key abiotic factors including temperature, precipitation and the availability of light and nutrients greatly influences species’ ecological function and evolutionary fate. Despite such influence, ...
Nykänen, Jani (2020)Tässä tutkielmassa tutustutaan McKeanin-Vlasovin stokastisiin differentiaaliyhtälöihin, jotka yleistävät tavalliset stokastiset differentiaaliyhtälöt lisäämällä kerroinfunktioihin riippuvuuden tuntemattoman prosessin ...