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                  steels is often challenging due to the limited wall thickness of pipes. In this context,

                  mathematical modelling and machine learning methods provide an effective approach

                  for predicting the mechanical characteristics of materials while accounting for the

                  influence of multiple factors. Therefore, the aim of this dissertation is to develop

                  mathematical  models,  computational  and  experimental  methods  for  assessing  the

                  degradation of gas transmission pipeline steels in terms of fracture toughness and to

                  substantiate a criterion for their limit state under combined loading and hydrogen

                  exposure.

                         The object of the study is the fracture processes in pipeline steels under the

                  action of service loads and hydrogen charging.

                         The  subject  of  the  study  is  models  and  methods  for  assessing  the  fracture

                  resistance of transmission gas pipeline steels, taking into account the influence of

                  mechanical  and  physico-mechanical  factors  (loading,  hydrogen  charging,  and

                  operational degradation of the steel).

                         The study addresses an important scientific and engineering problem for the

                  energy  sector  of  Ukraine,  namely  the  development  of  mathematical  models,


                  computational  and  experimental  methods  for  assessing  the  degradation  of
                  transmission  gas  pipeline  steels  in  terms  of  fracture  toughness  under  hydrogen


                  transportation  conditions.  The  obtained  results  provide  a  basis  for  assessing  the
                  serviceability of these steels in hydrogen transport service and for developing criteria


                  for their safe operation, accounting for material degradation and hydrogen effects.
                         The  sensitivity  of  the  mechanical  properties  of  17H1S  steel  from  a  gas


                  transmission pipeline in both the as-received and in-service steels was analysed under

                  tensile testing after hydrogen charging of varying intensity. It was found that 17H1S

                  steel, which had been in service in a gas transmission pipeline for 38 years, exhibits a

                  significantly higher susceptibility to hydrogen embrittlement under standard tensile

                  tests  of  electrolytically  hydrogen-charged  specimens  compared  to  the  as-received

                  steel.  In  contrast,  the  as-received  steel  shows  sensitivity  to  hydrogen  only  when

                  specimens are oriented transverse to the pipe axis and subjected to high-intensity

                  hydrogen charging.
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