96 research outputs found

    Comparison Study of Tensile Strength , Ductility, and Fracture Mode of H11, ARP 2000, and MP35N Connecting Rod Bolts for Use in High Performance Racing Engines

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    Oliver Racing Parts (ORP) has historically purchased connecting rod bolts made of high strength, high cost, nickel-cobalt alloy, MP35N, and a medium strength, low cost, proprietary tool steel called ARP 2000. ORP has recently acquired capabilities to manufacture their own bolts. To determine the quality of their product as it compares to their previous supplier, ORP produced three different types of ⅜” diameter bolts: one set of bolts made of MP35N, and two sets of H11 bolts, designated H11A and H11B for their respective processing. The H11, ARP 2000, and MP35N bolts were tensile tested using a custom designed test fixture. The ultimate tensile strength, percent elongation, and percent reduction in area were measured. The fracture mode of each bolt was also investigated. 30 bolts from each lot were tested, except the H11A, the strength of which exceeded the limitation of the test fixture. The chief purpose of this investigation was to determine if there were significant differences between the H11 and ARP 2000 bolts, and between the MP35N bolts from the different companies. The data acquired proved that both heat treatments of H11 are both significantly stronger than ARP 2000, and that there is no discernable difference in strength between the MP35N bolts produced by the two different companies

    Developing a method for quantifying hip joint angles and moments during walking using neural networks and wearables

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    Quantifying hip angles/moments during gait is critical for improving hip pathology diagnostic and treatment methods. Recent work has validated approaches combining wearables with artificial neural networks (ANNs) for cheaper, portable hip joint angle/moment computation. This study developed a Wearable-ANN approach for calculating hip joint angles/moments during walking in the sagittal/frontal planes with data from 17 healthy subjects, leveraging one shin-mounted inertial measurement unit (IMU) and a force-measuring insole for data capture. Compared to the benchmark approach, a two hidden layer ANN (n = 5 nodes per layer) achieved an average rRMSE = 15% and R2=0.85 across outputs, subjects and training rounds

    Hip Joint Angles and Moments during Stair Ascent Using Neural Networks and Wearable Sensors

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    End-stage hip joint osteoarthritis treatment, known as total hip arthroplasty (THA), improves satisfaction, life quality, and activities of daily living (ADL) function. Postoperatively, evaluating how patients move (i.e., their kinematics/kinetics) during ADL often requires visits to clinics or specialized biomechanics laboratories. Prior work in our lab and others have leveraged wearables and machine learning approaches such as artificial neural networks (ANNs) to quantify hip angles/moments during simple ADL such as walking. Although level-ground ambulation is necessary for patient satisfaction and post-THA function, other tasks such as stair ascent may be more critical for improvement. This study utilized wearable sensors/ANNs to quantify sagittal/frontal plane angles and moments of the hip joint during stair ascent from 17 healthy subjects. Shin/thigh-mounted inertial measurement units and force insole data were inputted to an ANN (2 hidden layers, 10 total nodes). These results were compared to gold-standard optical motion capture and force-measuring insoles. The wearable-ANN approach performed well, achieving rRMSE = 17.7% and R2 = 0.77 (sagittal angle/moment: rRMSE = 17.7 ± 1.2%/14.1 ± 0.80%, R2 = 0.80 ± 0.02/0.77 ± 0.02; frontal angle/moment: rRMSE = 26.4 ± 1.4%/12.7 ± 1.1%, R2 = 0.59 ± 0.02/0.93 ± 0.01). While we only evaluated healthy subjects herein, this approach is simple and human-centered and could provide portable technology for quantifying patient hip biomechanics in future investigations

    The Lantern Vol. 59, No. 1, December 1991

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    • And I Believed Them • Silly Rabbit • The Sky Seemed Endless • Here Boy • Bill the Person • The Crash • Gifts of Edward Charles and Me • Inspiration Incorporated • The Last Morning • Something\u27s Fishy • The Comforter • The Castle Builders • Saturday Skeleton Crew • The Convent\u27s Light • In My Veins • My Own Little Hell • Idling • You Know Who You Are • Pooh • The Pondhttps://digitalcommons.ursinus.edu/lantern/1140/thumbnail.jp

    The Lantern Vol. 59, No. 2, Summer 1992

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    • Mr. Foley\u27s Toboggan • I Close the Door to the Bathroom • Insomniac Scribbles • And Then There Were Four • Goodbye, Ace • Silicone\u27s a Manmade Matter • The Nineteenth Hole • Upon Visiting Manor Care • Little Boys • Obsessed • Life • Shakespearean Shakedown • Violets and Morning Glories • Mr. Cope Takes His Secretary to Lunch • Winter Eyes • Triptych • These Hot, Humid Nights • The Car\u27s Place in His Heart • Saturday Night • The Windows of a Clean House • An Harmonious Thunk • Nomads • My Watch at Mass • Dave\u27s Fine Print • K.P. Duty • Serendipityhttps://digitalcommons.ursinus.edu/lantern/1141/thumbnail.jp
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