| The human neck injury is an important factor leading to occupant casualties in rail traffic accidents,which leads to fractures of the vertebral body,paraplegic,and death.During the collision accident,the driver has a secondary collision with the vehicle interior structure.The inertial difference between the head/neck and the torso is likely to cause the neck whiplash injury.Compared with automobiles collision accidents,the train accidents have obvious peculiarities with large collision energy,large inertia,diverse damage forms and destabilization patterns,and no restraint system protection,which increases the incidence of neck injuries.In this thesis,the dangerous neck kinematic posture is identified based on the driver impact dynamic model.The human body biomechanics model with neck active muscle is developed,and the driver actual kinematic responses are obtained.The effect of muscle activation on driver neck impact injuries are analyzed.A hybrid framework for safety design of driver-rail vehicle multilevel system is established to reduce the driver impact injury.The main research contents are as follows:(1)The most dangerous driver neck posture and the influence of workspace layout during train collision are explored.The driver flipping over behavior results in the small(β+γ)value,while the submarining posture generates the large(β+γ)value.The chest-first impact postures are more dangerous than the knee-first impact postures.The injury posture category with the larger(β+γ)value leads to more severe neck responses.The varying trend of neck responses and(β+γ)values are basically positively correlated with the distance between the console and seat(L1),the distance between the console edge and knee bolster(L2),and the console plate thickness(T).The neck responses and(β+γ)values generally decrease with increasing the pedal height from the floor level(H1)and the seat height from the floor level(H2).L2 is the most crucial parameter influencing the neck response,and H1 and L1 are following L2 according to the importance.L2 is related to the first contact point of the driver,and then determines the neck kinematic posture.To design a more safer cab workspace,these dimensional parameters should be given priority.(2)The human body biomechanics model with neural feedback control of active neck muscle is developed based on the intelligent optimization and decision-making method.A PID controller is used to represent the neuromuscular reflex control mechanism of human vestibular system for balancing the head-neck position.An integrated optimization method combing the multi-objective optimization and multiple criteria decision-making to select the Pareto optimum of the PID controller is proposed.The contradictory optimization objectives between the head longitudinal and vertical kinematic responses are balanced.The head-neck kinematics of the active human body model is in better agreement with the volunteer experimental responses.Compared with the passive human body model,the active model improves the head kinematics agreement with volunteer data for head linear resultant acceleration,head Y-angular displacement,and head Z-linear displacement by 23.83%,52.39%,and8.60%,respectively.Although the head X-linear displacement is decreased by 4.05%,it is still located in the‘Excellent’rating scale.This implies that the developed active human body model is effective.(3)The effect of neck muscle activation on driver neck impact injuries are analyzed.The active human body model can restrict the cervical spine excessive flexion motion and the Chin-to-Spine behavior.The driver head kinematic responses,cervical segmental flexion angles,von Mises stresses of cervical vertebral bones,facet joint displacements,cervical vertebral artery elongations,and narrowing and widening of intervertebral foramen space are decreased in the active human body model.The driver head and cervical segmental kinematic response,vertebral stresses,anterior shear motion of both regions and compression of anterior-most region for the facet joint are increased and the posterior shear motion is decreased with increasing train collision velocity.The train velocity has obvious effect on the cervical vertebral artery elongations.The driver head vertical and rotational displacements,cervical segmental flexion angles,anterior shear motion of both facet joint regions in the lower cervical spine,and cervical vertebral artery elongations are decreased and the head horizontal displacement is increased with increasing main energy-absorbing structural force.The driver head rotational movement,cervical segmental flexion angles,vertebral stresses,anterior shear motion of both regions and compression of anterior-most region for the facet joint are increased with increasing distance between console edge and knee bolster.(4)The driver-rail vehicle crash safety protection method is established based on the stochastic analysis and hybrid optimization strategy.The stochastic approach utilizes adaptive sparse polynomial chaos expansion models and variance-based sensitivity indices to evaluate the statistic characteristics of system responses and quantify the contribution ranking of uncertain parameters to response variations.The modified DEMATEL–ANP method with interval type-2 fuzzy sets is developed to deal with vague linguistic judgments for the importance sequence of human injury responses.The q-rung orthopair trapezoidal fuzzy uncertain linguistic sets–TOPSIS method is established to address hesitant linguistic evaluations for the Pareto front and select the final optimal solution.The optimization results show that the human AIS 3+joint injury probability is reduced from 67.08%to 14.17%.The driver head angular displacement is decreased by 57%.The cervical segmental angular displacement is reduced by 45.17%.The von Mises stresses of cervical trabecular and cortical bones are decreased by 14.41%and 27.77%,respectively.The anterior-posterior and superior-inferior displacements of facet joint are reduced by 40.66%and 46.12%,respectively.The vertebral artery elongation is decreased by about 2.8 mm.The results prove that the proposed method is effective.This thesis establishes a framework for driver neck injury and protection research based on neck collision dynamic responses,active human body model,soft tissue injuries,and vehicle optimization design,which effectively improves driver crash safety. |