Product Design, Manufacturing & Innovation Resources

최신 논문 – 디지털 트윈 관련 특허

디지털 트윈

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Digital twin
항공우주 분야에서 다양한 분야로 진화해 온 구성체 응용 프로그램의 발전은 맞춤형 온톨로지 표현과 모델 정밀도의 중요성을 강조합니다. 제품 디자인 and innovation.

에이 digital twin 물리적 자산, 프로세스 또는 시스템의 지속적으로 동기화된 가상 표현으로, 실제 센서와 계산 모델 간의 양방향 데이터 흐름을 통해 유지되며, 그 정확도는 단순한 원격 측정 대시보드부터 유체 역학, 구조 등을 해결하는 완전한 물리 기반 시뮬레이션에 이르기까지 다양합니다. 역학또는 작동 시간 규모에서의 전기화학적 거동.

이 개념은 항공우주 분야에서 유래되었습니다. 조작 — NASA의 차량 미러링 연습과 Siemens의 product lifecycle 관리 인프라는 에너지 그리드 관리, 도시 계획, 의료 시설 운영 및 공급망 오케스트레이션으로 확산되기 전의 전형적인 초기 사례이며, 각 영역은 온톨로지 표현, 업데이트 지연 및 모델 세분성에 대해 서로 다른 요구 사항을 부과합니다.

아래에 색인된 논문 및 특허는 센서 통합 및 동기화 프로토콜, 하이브리드 물리/머신러닝 모델링 접근 방식, 트윈 아키텍처 등 전체 아키텍처를 다룹니다. 확인 또한 산업, 인프라 및 생물 시스템 전반에 걸쳐 불확실성 정량화, 상호 운용성 프레임워크 및 도메인별 배포 사례를 다룹니다.

본 자료는 디지털 트윈, 사이버 물리 시스템 트윈, 자산 디지털 트윈, 프로세스 디지털 트윈, 시스템 오브 시스템 디지털 트윈, 디지털 트윈 동기화, 실시간 센서 융합 트윈, 디지털 트윈 온톨로지, 디지털 트윈 충실도, 물리 기반 트윈 모델, 데이터 기반 트윈 모델, 디지털 트윈 미들웨어, 예측 유지보수 트윈, 디지털 트윈 시뮬레이션, 유한 요소 트윈, 전산 유체 역학 트윈, 디지털 트윈 교정, 디지털 트윈 검증, 디지털 트윈 수명 주기, 빌딩 정보 모델링 트윈, 도시 디지털 트윈 및 산업용 IoT 트윈 등 다양한 주제로 분류 및 집중적으로 다룬 전 세계 영어 논문 및 특허를 엄선하여 정리한 것입니다.

Systems and methods for modeling agricultural environments

Patent published on the 2026-06-11 in WO under Ref WO2026120339 by PROPHET AI INC [US] (Spratt Jean-sÉbastien [us])

Abstract: In some aspects, the present disclosure provides a computer-implemented method for generating synthetic data to train artificial intelligence (Al) models. The computer-implemented method can comprise receiving synthetic data generated using a virtual environment, wherein the virtual environment comprises a plurality of (i) virtual sensors, (ii) virtual agents, or (iii) virtual objects. In some aspects, the present disclosure provides a computer-implemented method comprising processing one or mor[...]


Our summary: The disclosure outlines methods for generating synthetic data to train AI models using virtual environments. It includes processing trajectories of organisms to track their identifiers. Additionally, it describes a system with a digital twin of an agricultural environment for tracking real entities.

synthetic data, artificial intelligence, digital twin, agricultural modeling

Patent

Methods and apparatus for artificial intelligence based learning and prediction for packaging

Patent published on the 2026-06-11 in US under Ref US20260162056 by PLASTIC FREE FUTURE INC [US] (Narasimhan Anand [gb], Patrick Phillip Andrew [us], Adams Deborah A [us])

Abstract: [0000] A computer-implemented system and method for analyzing, optimizing, and managing packaging designs are disclosed. The system includes databases for packaging designs, materials, regulatory requirements, testing results, suppliers, and supply chain risks. A digital twin module models lifecycle and performance characteristics of packaging. A machine learning engine evaluates designs using performance metrics, cost structures, manufacturability constraints, compliance rules, supply chain con[...]


Our summary: The system analyzes and optimizes packaging designs using a machine learning engine and digital twin module. It evaluates designs based on performance metrics, cost, and compliance. A collaborative interface facilitates interaction among stakeholders and generates recommendations for design improvements.

Artificial Intelligence, Machine Learning, Packaging Optimization, Digital Twin

Patent

Method and apparatus for providing human interpretable semantic information of network states

Patent published on the 2026-06-11 in US under Ref US20260163819 by NOKIA SOLUTIONS AND NETWORKS OY [FI] (SzilÁgyi PÉter [hu], VulkÁn Csaba [hu])

Abstract: [0000] Described herein is a method, a network node a computer readable medium for providing human interpretable semantic information of one or more network states generated during execution of a network component of a target communication network or a network digital twin, NDT, of a corresponding target communication network. The method is capable of generating a trained network state information model which is configured to identify and anticipate human interpretable semantic information of th[...]


Our summary: The method provides a way to generate human interpretable semantic information from network states. It involves training a model based on data elements and predefined test cases. The trained model can identify potential errors in network systems without additional tools.

network states, semantic information, network model, communication network

Patent

A Systematic Review of Augmented Reality, Digital Twins, and IoT Integration

Published on 2026-06-09 by @MIT

Abstract: AbstractThis systematic review analyzes the synergistic integration of Digital Twin (DT), Augmented Reality (AR), and Internet of Things (IoT) technologies within aquaponics systems. Following PRISMA 2020 guidelines, we identified and analyzed studies from IEEE Xplore and Scopus (2019–2024). The review reveals that while IoT is widely adopted, the integration of DT and AR remains fragmented, failing to function as a coordinated presence medium. The analysis identifies a critical theoretical ga[...]


Our summary: This review examines the integration of Digital Twin, Augmented Reality, and Internet of Things in aquaponics. It highlights the fragmented nature of current systems and the lack of unified frameworks. The paper proposes future research on modular architectures to improve efficiency and user accessibility.

Augmented Reality, Digital Twin, Internet of Things, Aquaponics

Publication

Monitoring stability of semiconductor manufacturing process systems using digital twins and neural networks

Patent published on the 2026-06-04 in US under Ref US20260153850 by INSPIRING ATOMS PTE LTD [SG] (Pan Yang [sg])

Abstract: Disclosed herein is a method for monitoring the stability of process systems in semiconductor manufacturing using digital twins and neural networks. Digital twins of both individual and group process systems are created to identify sources of subsystem parameter changes over time and assess their precise impact on process performance. This method enhances operational efficiency, uniformity, and precision in complex semiconductor manufacturing processes.[...]


Our summary: This method uses digital twins and neural networks to monitor semiconductor manufacturing processes. It identifies sources of parameter changes and assesses their impact on performance. The approach improves operational efficiency, uniformity, and precision in manufacturing.

digital twins, neural networks, semiconductor manufacturing, process stability

Patent

Integration enabler for integrating virtual world and physical world and method of operating the same

Patent published on the 2026-06-04 in US under Ref US20260154910 by ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INST [KR] (Lee Changkyu [kr], Kim Yong-woon [kr], Kim Hak Suh [kr], Yoo Sangkeun [kr])

Abstract: [0000] An integration enabler for integrating a virtual world and a physical world and a method of operating the same are provided. The method includes receiving, from a metaverse system, a first discovery request for discovering an available digital twin system, providing, in response to the first discovery request, a list of digital twin systems registered in the integration enabler to the metaverse system, receiving, from the metaverse system, a second discovery request for discovering digita[...]


Our summary: The content describes an integration enabler that connects virtual and physical worlds. It outlines a method for discovering digital twin systems and models through a metaverse system. The process involves handling discovery requests and providing relevant lists to facilitate integration.

Integration, Digital Twin, Metaverse, System Architecture

Patent

Methods and system for facilitating user interactions with a digital twin of a physical environment

Patent published on the 2026-06-04 in US under Ref US20260154901 by OCCIPITAL INC [US] (Yakubenko Anton Anatolievich [us], Krivovyaz Gleb Robertovich [ch], Bird Sarah [us], Fohol Oleksandra Sergeevna [ua], Hallock Dianne C [us], Berdnikov Yuriy Evgenevich [rs], Bombin Mikhail Aleksandrovich [rs], Muno Isabella Marie Alexander [us], Moise Ovi)

Abstract: [0000] The present disclosure provides methods and systems for facilitating user interactions with a digital twin of a physical environment. The system receives sensor data and generates a three-dimensional model of the physical environment. The system generates text-based descriptors of the physical environment and objects based on the three-dimensional model. The text-based descriptors include structured descriptions of architectural features, object properties, spatial relationships, dimensio[...]


Our summary: The system generates a three-dimensional model of a physical environment using sensor data. It creates text-based descriptors detailing architectural features and object properties. User interactions are processed to modify the digital twin and provide analytical insights.

digital twin, user interactions, sensor data, machine learning

Patent

Neonatal digital twins enable personalized antibiotic dosing for treating suspected sepsis

Published on 2026-05-20 by Margaret Y. Sui, Kyra L. Rosen, Ariel Yuhan Ong, Joseph C. Kvedar @NATURE npj

Abstract: npj Digital Medicine, Published online: 20 May 2026; doi:10.1038/s41746-026-02773-5Neonatal bloodstream infections remain a challenging medical problem to treat due to difficulties in determining appropriate antibiotic dosing. Standardized medical guidelines are often unable to account for the complexity of changing neonatal organ sizes and other concurrent medical treatments that impact antibiotic clearance rates. Digital twin models that successfully capture these features of neonatal physiolo[...]


Our summary: Neonatal digital twins can optimize antibiotic dosing for sepsis treatment. They address challenges in determining appropriate dosages due to varying organ sizes and concurrent treatments. This approach aims to enhance personalized medicine in managing neonatal bloodstream infections.

Neonatal digital twins, antibiotic dosing, sepsis treatment, personalized medicine

Publication

다룬 주제: 디지털 트윈, 온톨로지 표현, 모델 정밀도, 양방향 데이터 흐름, 원격 측정 대시보드, 물리 기반 시뮬레이션, 유체 역학, 구조 역학, 전기화학적 거동, 센서 통합, 동기화 프로토콜, 하이브리드 모델링, 트윈 검증, 불확실성 정량화, 상호 운용성 프레임워크, 도메인별 배포, 산업 시스템, 생물 시스템, ISO 19650, ISO/IEC 30182, ISO 21597, ISO 50001 및 ISO 9001.

사용된 용어집

Network-attached storage (NAS): 하드디스크는 네트워크에 연결되어 여러 사용자와 장치 간에 데이터 접근 및 공유를 가능하게 하는 저장 장치로, 일반적으로 중앙 집중식 파일 저장, 백업 및 관리 기능을 제공합니다. 하드디스크는 컴퓨터와 독립적으로 작동하며 표준 네트워크 프로토콜을 통해 접근할 수 있습니다.

Product Lifecycle Management (PLM): a systematic approach to managing a product's lifecycle from inception, through engineering design and manufacturing, to service and disposal, integrating people, processes, data, and technology to improve product quality, reduce time to market, and enhance collaboration across stakeholders.

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