[PDF][PDF] Research progress of contact force models in the collision mechanics of multibody system

G Wang, D Ma, Y Liu, L Caishan - Chinese Journal of Theoretical …, 2022 - ore.exeter.ac.uk
Impact behavior is a ubiquitous phenomenon in multibody systems. The contact force model
is a pivotal tool to predict the contact characteristics of multibody systems. At present, there …

Deep neural network enabled corrective source term approach to hybrid analysis and modeling

SS Blakseth, A Rasheed, T Kvamsdal, O San - Neural Networks, 2022 - Elsevier
In this work, we introduce, justify and demonstrate the Corrective Source Term Approach
(CoSTA)—a novel approach to Hybrid Analysis and Modeling (HAM). The objective of HAM …

Machine learning-based rock characterisation models for rotary-percussive drilling

KO Afebu, Y Liu, E Papatheou - Nonlinear Dynamics, 2022 - Springer
Vibro-impact drilling has shown huge potential of delivering better rate of penetration,
improved tools lifespan and better borehole stability. However, being resonantly instigated …

[HTML][HTML] Feature-based intelligent models for optimisation of percussive drilling

KO Afebu, Y Liu, E Papatheou - Neural Networks, 2022 - Elsevier
As a rotary-percussion system, the vibro-impact drilling (VID) system utilises resonantly
induced high frequency periodic impacts alongside existing drill-string rotation to cut through …

多体系统碰撞动力学中接触力模型的研究进展

王庚祥, 马道林, 刘洋, 刘才山 - 力学学报, 2022 - lxxb.cstam.org.cn
接触碰撞行为作为大自然与多体系统中的常见现象, 其接触力模型对于多体系统的碰撞行为机理
研究与性能预测至关重要. 静态弹塑性接触模型与考虑能量耗散的连续接触力模型是研究接触 …

[HTML][HTML] Bifurcation analysis of a vibro-impacting capsule robot in contact with a circular fold

S Yin, Y Yan, JP Chávez, Y Liu - Physica D: Nonlinear Phenomena, 2022 - Elsevier
The lining of the small intestine consists of a series of circular folds, which is the main source
of intestinal resistance for capsule endoscopy. This paper presents an in-depth bifurcation …

Real-time prediction of bottom-hole circulating temperature in geothermal wells using machine learning models

MS Khaled, N Wang, P Ashok, E van Oort… - Geoenergy Science and …, 2024 - Elsevier
Drilling high-temperature geothermal wells presents technical and economic challenges.
Real-time and precise estimation of bottom-hole circulating temperature (BHCT) during …

Groundwater storage anomalies projection by optimized deep learning refines groundwater management in typical arid basins

X Deng, G Wang, F Han, Y Gong, X Hao, G Zhang… - Journal of …, 2025 - Elsevier
The GRACE satellite provides tools for accurately characterizing the spatiotemporal
variations of regional groundwater storage anomalies (GWSA) under the background of …

Near-grazing bifurcations and deep reinforcement learning control of an impact oscillator with elastic constraints

Z Tan, S Yin, G Wen, Z Pan, X Wu - Meccanica, 2023 - Springer
This paper aims to study the near-grazing bifurcations in a single-degree-of-freedom impact
oscillator with two-side elastic constraints, and further stabilize the near-grazing dynamics …

Application and comparison of feature-based classification models for multistable impact motions of percussive drilling

KO Afebu, Y Liu, E Papatheou - Journal of Sound and Vibration, 2021 - Elsevier
Dynamics of the bit-rock interaction under percussive drilling often encounter multistability
that produces coexisting impact motions for a wide range of drilling conditions. Some of …