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    Researchers Submit Patent Application, 'Classification Parallelization Architect ure', for Approval (USPTO 20240404271)

    148-153页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors:“Stable and reliable robotic systems are becoming increasin gly common, which has contributed to therecent advancement and proliferation of unmanned system technologies. These technologies can be groundbasedsystems, a erial-based systems, and/or maritime-based systems. In many instances these syst emsare equipped with one or more cameras, one or more microphones, and/or other recording equipment.The image/sound stream from the unmanned system(s) may be sent to an operator’s control device tomake the operator aware of what is happe ning on the ground. In many cases it may be useful for theimage stream to be an notated with different objects detected within the video/audio stream. Currently ,objects within images/sound frames are generally detected using machine learni ng models. These machinelearning models are generally hosted on dedicated hardw are with dedicated data sources. However, inoperational scenarios it may be cri tical to use third-party models (e.g., from entities that are able to trainthos e models because those entities have the required training data). Moreover, oper ators in the fieldmay want to choose which object types need to be detected for a particular operation because indicatingother object types may interfere with the operator being able to assess the operational situation. Thus,enabling thi s functionality on an unmanned vehicle or another device with limited computatio n resourcesis challenging at best.”

    Researchers Submit Patent Application, 'Classification Parallelization Architect ure', for Approval (USPTO 20240404271)

    148-153页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors:“Stable and reliable robotic systems are becoming increasin gly common, which has contributed to therecent advancement and proliferation of unmanned system technologies. These technologies can be groundbasedsystems, a erial-based systems, and/or maritime-based systems. In many instances these syst emsare equipped with one or more cameras, one or more microphones, and/or other recording equipment.The image/sound stream from the unmanned system(s) may be sent to an operator’s control device tomake the operator aware of what is happe ning on the ground. In many cases it may be useful for theimage stream to be an notated with different objects detected within the video/audio stream. Currently ,objects within images/sound frames are generally detected using machine learni ng models. These machinelearning models are generally hosted on dedicated hardw are with dedicated data sources. However, inoperational scenarios it may be cri tical to use third-party models (e.g., from entities that are able to trainthos e models because those entities have the required training data). Moreover, oper ators in the fieldmay want to choose which object types need to be detected for a particular operation because indicatingother object types may interfere with the operator being able to assess the operational situation. Thus,enabling thi s functionality on an unmanned vehicle or another device with limited computatio n resourcesis challenging at best.”

    Researchers Submit Patent Application, 'Autonomous Working Apparatus', for Appro val (USPTO 20240397859)

    153-156页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors:“It is known that the cutting height can be adjusted by cha nging the height of the cutting blade in relationto the ground when using the m ower. The robotic mower is a lawn mower capable of autonomous working.Since no manual intervention is required, when the robotic mower is working, if the groun d is unevenor there are protruding obstacles, the cutting unit in the lowest po sition of the chassis will be subjectedto a large upward impact and will get st uck on the uneven ground or obstacles, resulting in the roboticmower’s progress being blocked or even the cutting unit being damaged.”

    Researchers Submit Patent Application, 'Autonomous Working Apparatus', for Appro val (USPTO 20240397859)

    153-156页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors:“It is known that the cutting height can be adjusted by cha nging the height of the cutting blade in relationto the ground when using the m ower. The robotic mower is a lawn mower capable of autonomous working.Since no manual intervention is required, when the robotic mower is working, if the groun d is unevenor there are protruding obstacles, the cutting unit in the lowest po sition of the chassis will be subjectedto a large upward impact and will get st uck on the uneven ground or obstacles, resulting in the roboticmower’s progress being blocked or even the cutting unit being damaged.”

    Researchers Submit Patent Application, 'Model Validation As A Service', for Appr oval (USPTO 20240403200)

    156-159页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors:“Modern businesses rely heavily on digital systems, includi ng models trained using machine learningtechniques and other statistical techni ques. To trust such models, businesses must have confidence inthe decisions the y make. Often, models have hidden decision processing layers, creating challenge s whenauditing, explaining, or otherwise scrutinizing the decisions made by mod els. However, such scrutiny isimportant, since businesses are accountable for d ecisions made by their models. Preferably, decisions made by models are fair, fr ee of algorithmic or other bias, explainable, robust, and compliant with applica bleregulations.”

    Researchers Submit Patent Application, 'Model Validation As A Service', for Appr oval (USPTO 20240403200)

    156-159页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors:“Modern businesses rely heavily on digital systems, includi ng models trained using machine learningtechniques and other statistical techni ques. To trust such models, businesses must have confidence inthe decisions the y make. Often, models have hidden decision processing layers, creating challenge s whenauditing, explaining, or otherwise scrutinizing the decisions made by mod els. However, such scrutiny isimportant, since businesses are accountable for d ecisions made by their models. Preferably, decisions made by models are fair, fr ee of algorithmic or other bias, explainable, robust, and compliant with applica bleregulations.”

    Researchers Submit Patent Application, 'Apparatus And Method For Robotically Rou ting And Securing Wiring Harness Branches', for Approval (USPTO 20240405525)

    160-164页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors:“After automotive wiring harnesses are assembled, they are shipped to a vehicle assembly plant where theyare manually placed and routed th rough the body of the vehicle. The process of unraveling, routing, andfixing th e wiring harness to the vehicle structure is typically performed by human assemb ly operators in alabor intensive process that requires strategically designed w iring channels and specified routing paths tothe corresponding electrical conne ctors. These wiring channels and routing paths depend on the vehiclemodel and o ptional electronic content. The wiring harness routing process in vehicle assemb ly plants cancause ergonomic issues for the human assembly operators which may cause additional costs for redesigningthe wiring harness, adding more component s, and complicating the vehicle assembly process complexityto address the ergon omic issues. Often, additional components such as non-standard wiring channels require an expensive and complex design process to create new wiring channel desi gns.”

    Researchers Submit Patent Application, 'Apparatus And Method For Robotically Rou ting And Securing Wiring Harness Branches', for Approval (USPTO 20240405525)

    160-164页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors:“After automotive wiring harnesses are assembled, they are shipped to a vehicle assembly plant where theyare manually placed and routed th rough the body of the vehicle. The process of unraveling, routing, andfixing th e wiring harness to the vehicle structure is typically performed by human assemb ly operators in alabor intensive process that requires strategically designed w iring channels and specified routing paths tothe corresponding electrical conne ctors. These wiring channels and routing paths depend on the vehiclemodel and o ptional electronic content. The wiring harness routing process in vehicle assemb ly plants cancause ergonomic issues for the human assembly operators which may cause additional costs for redesigningthe wiring harness, adding more component s, and complicating the vehicle assembly process complexityto address the ergon omic issues. Often, additional components such as non-standard wiring channels require an expensive and complex design process to create new wiring channel desi gns.”

    Patent Issued for Inspection robots with independent, swappable, drive modules ( USPTO 12160956)

    164-166页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors:“The present disclosure relates to robotic inspection and t reatment of industrial surfaces.”As a supplement to the background information on this patent, NewsRx corresponde nts also obtainedthe inventors’ summary information for this patent: “Previousl y known inspection and treatment systemsfor industrial surfaces suffer from a n umber of drawbacks. Industrial surfaces are often required to beinspected to de termine whether a pipe wall, tank surface, or other industrial surface feature h as sufferedfrom corrosion, degradation, loss of a coating, damage, wall thinnin g or wear, or other undesirable aspects.Industrial surfaces are often present w ithin a hazardous location-for example in an environment with heavyoperating eq uipment, operating at high temperatures, in a confined environment, at a high el evation, inthe presence of high voltage electricity, in the presence of toxic o r noxious gases, in the presence of corrosiveliquids, and/or in the presence of operating equipment that is dangerous to personnel. Accordingly, presentlyknow n systems require that a system be shutdown, that a system be operated at a redu ced capacity, thatstringent safety procedures be followed (e.g., lockout/tagout , confined space entry procedures, harnessing,etc.), and/or that personnel are exposed to hazards even if proper procedures are followed. Additionally,the inc onvenience, hazards, and/or confined spaces of personnel entry into inspection a reas can resultin inspections that are incomplete, of low resolution, that lack systematic coverage of the inspected area,and/or that are prone to human error and judgement in determining whether an area has been properlyinspected.

    Patent Issued for Inspection robots with independent, swappable, drive modules ( USPTO 12160956)

    164-166页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors:“The present disclosure relates to robotic inspection and t reatment of industrial surfaces.”As a supplement to the background information on this patent, NewsRx corresponde nts also obtainedthe inventors’ summary information for this patent: “Previousl y known inspection and treatment systemsfor industrial surfaces suffer from a n umber of drawbacks. Industrial surfaces are often required to beinspected to de termine whether a pipe wall, tank surface, or other industrial surface feature h as sufferedfrom corrosion, degradation, loss of a coating, damage, wall thinnin g or wear, or other undesirable aspects.Industrial surfaces are often present w ithin a hazardous location-for example in an environment with heavyoperating eq uipment, operating at high temperatures, in a confined environment, at a high el evation, inthe presence of high voltage electricity, in the presence of toxic o r noxious gases, in the presence of corrosiveliquids, and/or in the presence of operating equipment that is dangerous to personnel. Accordingly, presentlyknow n systems require that a system be shutdown, that a system be operated at a redu ced capacity, thatstringent safety procedures be followed (e.g., lockout/tagout , confined space entry procedures, harnessing,etc.), and/or that personnel are exposed to hazards even if proper procedures are followed. Additionally,the inc onvenience, hazards, and/or confined spaces of personnel entry into inspection a reas can resultin inspections that are incomplete, of low resolution, that lack systematic coverage of the inspected area,and/or that are prone to human error and judgement in determining whether an area has been properlyinspected.