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23 services found

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The image depicts a close-up of a welding process, showcasing a metallic surface being fused. A welding torch appears prominently, with a sparkling molten joint at the focal point where the two metal pieces meet, emitting bright light and small sparks. The surrounding metal has a smooth, brushed texture with subtle reflections. In the background, digital holographic displays present technical data and visual graphics related to the welding process. The environment is well-lit, enhancing the metallic sheen of the materials involved.

AI-based Analysis of Image Data

2022

ILT, IPT

ICNAP Research/Transfer Project

Data Analytics, Digital Twin

A futuristic industrial facility with bright lighting and large windows showing green scenery outside. The interior features various high-tech machines and screens displaying digital interfaces and glowing icons, indicating advanced automation. In the foreground, green crops are arranged in planters alongside solar panels. An orange robotic cart is positioned on a pathway, surrounded by multiple white machines with blue control panels. Recycling bins in green are visible to one side. The overall atmosphere conveys a blend of technology and nature, emphasizing sustainability in manufacturing.

AI-Enhanced Optimal Experimental Design for Production Processes

2023

IPT, ILT, IME

ICNAP Research/Transfer Project

Sensor Systems, Data Analytics

A complex, translucent machine sits on a grid-patterned surface, featuring intricate metallic components and a bright, focused light beam. Beside it, a modern camera on a small tripod is angled towards a digital monitor that displays a striking, abstract design emitting bright lines from a central point. Surrounding the machine are various small metallic gears and pieces, adding to the high-tech atmosphere. The color palette consists of metallic silvers, blacks, and cool blues, contributing to a futuristic aesthetic.

Anomaly Detection in Process Monitoring Data in Laser Cladding using Machine Learning Methods

2021

ILT

ICNAP Research/Transfer Project

Data Analytics

A humanoid robot with a sleek, white exterior and detailed circuitry is sitting on a modern, reflective surface. The robot is interacting with a series of glowing, high-tech screens that display various scientific images and graphs, including spherical graphics, landscapes, human brains, and abstract data visualizations. The screens are arranged in a grid format, illuminating the cool-toned surroundings with soft blue light. The robot's metallic joints are visible, and it points towards a vivid display of light, suggesting engagement with the information presented. The overall atmosphere is futuristic and technologically advanced.

Assessment of AI Use Cases

2023

IPT, ILT

ICNAP Research/Transfer Project

Data Analytics

A sleek, high-tech battery with illuminated sections is placed prominently on a digital interface. The battery features three cylindrical cells and a central control unit with knobs. Surrounding it are various digital icons representing functions such as charging, diagnostics, and maintenance, displayed in white against a dark, textured background. A finger is positioned near the battery, suggesting interaction with the digital interface. The overall color scheme features cool tones, with glowing blue accents enhancing the futuristic feel.

Battery Configurator

2019

ILT

Fraunhofer Project

Service

Data Analytics, Digital Twin

A high-tech laboratory filled with robotic arms and human workers. The scene is illuminated with blue lights and holographic displays. In the foreground, a male worker is interacting with a digital panel while another female worker stands nearby, using a similar device. On the right, a robotic arm is shown conducting a task, emitting a blue spark. In the background, various robotic figures are stationed, some are stationary while others appear actively engaged in work tasks. The floor is glossy and dark, enhancing the futuristic atmosphere of the environment.

baysim – Realization of First-Time-Right Production via Multi-Fidelity Bayesian Optimization

2024

IPT, ILT

ICNAP Research/Transfer Project

Data Analytics

A modern laboratory scene with scientists in white lab coats and blue surgical caps working at computer stations. In the foreground, two scientists monitor petri dishes and data on large touchscreen displays. Behind them, multiple cylindrical bioreactors are filled with vibrant liquids and various cultures, including green plant-like structures and suspended particles creating a colorful display. The room is well-lit with bright overhead lights, and several computers are visible, showing analytical data and caution symbols. The overall atmosphere conveys a sense of advanced scientific research and innovation.

continuOpt – Rapidly optimizing continuous and time-dependent production processes

2024

IPT, ILT, IME

ICNAP Research/Transfer Project

Data Analytics

A sleek, modern computer monitor displays a complex array of digital data visualizations and graphs. The screen features various colorful charts, waveforms, and circular diagrams, with a prominent, glowing blue center graphic reminiscent of a galaxy or data hub. At the top left, there’s a numeric display showing "816" and a "heart" symbol with a value of "92.69". The background is a deep blue with subtle glowing connections and symbols, suggesting a high-tech environment. The monitor is positioned on a wooden desk, accompanied by a slim keyboard and a mouse.

Data Quality Assessment

2022

IME, IPT, ILT

ICNAP Research/Transfer Project

Data Analytics

A futuristic computer workspace features a large, high-definition monitor displaying a holographic human face and a stylized hand reaching towards it, surrounded by vibrant data visuals in various shapes and colors. The background is filled with illuminated data racks, casting a tech-savvy ambiance. Beside the monitor, a series of floating digital panels labeled "Real Data" show bar graphs, colorful charts, and other visualizations. The surface of a wooden desk is partially visible, with a sleek keyboard and a mouse positioned neatly. The overall color scheme combines dark tones with bright neon accents, emphasizing a blend of technology and innovation.

Data Synthesis

2023

IPT, ILT

ICNAP Research/Transfer Project

Service

Data Analytics

A robotic arm with a metallic drill head is positioned above a neatly arranged grid of cylindrical batteries on a silver metal surface. A blue laser beam is directed towards one of the batteries, creating a bright spark at the contact point. In the background, a digital display shows various graphs and settings, illuminated by soft lighting that reflects off the metallic surfaces of the workstation. The overall scene conveys a high-tech industrial environment focused on precise manufacturing processes.

Deep Learning-based Visual Inspection

2024

IPT, ILT

ICNAP Research/Transfer Project

Data Analytics, Sensor Systems, Connectivity, IT Architectures

The image features a stylized representation of several golden file folders arranged on a dark surface, suggesting a digital folder system. The folders have white labels and a glowing outline, emphasizing their three-dimensional appearance. Above the folders, small icons resembling files or documents are floating, indicating file activity. In the foreground, there is a sleek, dark surface with key labels, including "Delete," suggesting a digital interface or keyboard layout. The overall color palette is dominated by dark tones with bright highlights, creating a modern and high-tech atmosphere.

Downloadable Testdata

2019

ILT, IPT, IME

Fraunhofer Project

Data

Sensor Systems, Data Analytics

The image displays a futuristic technological landscape featuring prominently a central cube labeled "5G," surrounded by smaller cubes and structures. Each cube is topped with solar panel arrays and emits light. The design includes wireless signal icons above the cubes, illustrating connectivity. In the background, various electronic components, circuit-like patterns, and additional solar panels create a complex, circuit-board-like environment, bathed in warm lighting that adds a dynamic feel. Overall, the scene conveys advanced technology focused on renewable energy and high-speed wireless communication.

Energy autonomous wireless 5G sensors

2022

IPT, ILT

ICNAP Research/Transfer Project

Sensor Systems

The image depicts a futuristic industrial scene combining biotechnology and sustainable practices. On the left, there are green sprouts and plants growing in a transparent layer of earth, connected by pipes to a main industrial structure in the center. The central structure features tall metallic chimneys, glass tanks filled with green liquid, and a network of intricate pipes. Above, various scientific symbols, like atoms and microorganisms, are illustrated, emanating beams of light towards the structure. The background features a gradient that transitions from light to dark, enhancing the high-tech ambiance of the scene. Several glowing particles and molecular structures float throughout the image, suggesting advanced scientific activity and innovation.

evolve – Cost-efficient Optimization of Production Processes via Multi-objective Bayesian Optimization

2023

IPT, ILT, IME

ICNAP Research/Transfer Project

Service

Sensor Systems, Data Analytics

An aerial view of a futuristic smart city landscape, featuring a central circular hub surrounded by various power generation technologies. The hub has glowing blue icons and lines radiating outwards, indicating connections to surrounding structures. There are several solar panels arranged in clusters, alternating with small wind turbines. Small, modern buildings, some with antennas, are scattered throughout the area, alongside silos and a large facility resembling an industrial plant. The landscape is lush with patches of green grass and trees, juxtaposed against urban infrastructure. Icons representing data flow and connectivity are scattered above, highlighting a theme of an interconnected energy network. The background features a sunrise over distant industrial towers, casting a warm light over the scene.

Innovative Power Solutions for Wireless Sensor Networks

2023

IPT, ILT

ICNAP Community Study

Report

Sensor Systems, Connectivity

This project is currently in progress!

An industrial factory setting with large, rusted machinery prominently featured in the background. The warehouse has tall ceilings with overhead beams and large windows that allow ambient sunlight to filter in, creating a slightly hazy atmosphere. In the foreground, several worn, green machines with intricate gears and dials are arranged on a concrete floor. Surrounding them are transparent screens displaying digital icons and schematics, indicating advanced technology and data analysis features. An orange safety railing runs along the upper level of the factory, where additional machinery is partially visible. Dust particles can be seen in the light, enhancing the industrial ambiance.

Integration of Sensor Technology in Brownfield Applications

2025

ILT

ICNAP Community Study

Report

Sensor Systems

A futuristic industrial scene shows a woman in a white coat standing in front of a large, transparent touchscreen interface displaying various holographic icons and data related to technology and energy. Behind her, a complex machinery landscape features numerous pipes and equipment in metallic tones, indicating a high-tech environment. Colored laser beams—one pink, one green, and one blue—emanate from the touchscreen, creating an interactive visual effect. The background is dimly lit, enhancing the glow of the holographics and the vibrant colors of the lasers. The overall atmosphere is advanced and innovative, suggesting a focus on smart technology and automation.

Machine Sustainability Classification of Production Processes

2022

IPT, ILT

ICNAP Research/Transfer Project

Data Analytics, Business Model

A futuristic industrial setting featuring large, transparent control units positioned on either side. Each unit has illuminated blue holographic elements, resembling a fountain of data, emanating from a central column. A flowing wave of digital particles connects the two units, symbolizing data transfer. The interior of the units is filled with mechanical components and glowing blue lights. The floor is a smooth gray surface, and overhead, industrial pipes and a well-lit environment create a high-tech atmosphere.

Manufacturer Independent Machine Transferability

2023

IPT, ILT

ICNAP Research/Transfer Project

Data Analytics, IT Architectures

A detailed and brightly lit laboratory workspace displays an array of scientific equipment. Central to the scene is a white lab table, cluttered with various glassware, such as beakers and test tubes, alongside electronic devices including a vintage-looking monitor and a light source. A glowing orb is suspended above a glass container, radiating light rays. Beside it, several lab instruments, including pipettes, syringes, and a microscope, are meticulously arranged. There's a circular stool and modular equipment placed at the edges, with a background gradient transitioning from deep blue to warm tones, emphasizing the illumination of the workspace. The overall composition conveys a sense of organized chaos within a vibrant scientific environment.

Methodology for the Identification of Suitable Energy Harvesting Sources for Industrial Applications

2022

ILT, IPT

ICNAP Research/Transfer Project

Sensor Systems, Business Model

The image depicts two futuristic engines placed on a sleek, illuminated platform. Each engine features intricate mechanical components, metallic casing, and prominent blue glowing rings around their central rotors. Behind the engines is a holographic display with various technical graphs, indicators, and schematics, presented in a high-tech style. The background has a dark digital grid pattern, enhancing the futuristic aesthetic. The displays include labels and symbols, suggesting a sophisticated analysis of the engines' performance. The overall color scheme involves shades of blue, silver, and black, adding to the advanced technology theme.

Ontological Presence of the Machine and Sensors for the Adaptability of the Digital Twin and Online Analysis

2021

ILT

ICNAP Research/Transfer Project

Sensor Systems, Digital Twin

A futuristic laboratory scene features a sleek workstation with a computer displaying various digital interfaces, including graphs and QR codes. In the foreground, a high-tech device emits a glowing blue beam and has a metallic design with intricate components. The environment is dimly lit, accented by subtle blue and purple lighting, enhancing the advanced technology vibe. The floor is composed of textured tiles, and a small metallic arm is attached to a nearby surface, suggesting an experimental setup. Overall, the setting conveys a sense of cutting-edge research and innovation.

Platform for digital tracking of process data

2022

IPT, ILT

ICNAP Research/Transfer Project

Digital Twin, IT Architectures

The image depicts a close-up view of a high-tech laser apparatus focused on a circular metallic surface. The laser, shown as a bright beam of blue and purple light, is emanating from a sleek, metallic nozzle. The surface below is textured, featuring intricate patterns that reflect the colors of the laser. Surrounding the focal point, there are concentric rings, indicating the area of laser action, and other metallic components are visible in the background, showcasing a sophisticated technological environment. The overall aesthetic combines a blend of cool metallic shades and vibrant light effects, giving a futuristic appearance.

Predictive Quality and Data-Fusion in Ultra-Short-Pulsed Laser Structuring

2022

IPT, ILT

ICNAP Research/Transfer Project

Data Analytics

A high-tech laboratory filled with scientists in blue and orange jumpsuits, working around a large, futuristic quantum computing apparatus at the center. Above the apparatus, vibrant holographic projections of atomic structures and mathematical equations illuminate the space. There are robotic arms positioned on the right, and various machines with screens displaying data in the background. A drone hovers above, capturing the scene. The floor is gray, and the walls have large panels displaying more complex scientific visualizations. The atmosphere conveys a sense of advanced research and innovation.

Quantum Computing Potentials for Manufacturing Companies

2023

IPT, ILT

ICNAP Research/Transfer Project

Service

Business Model

A large computer monitor displays a highly detailed 3D model of an engine, featuring intricate gears and components, illuminated with blue light accents. The background shows a factory-like environment with metal flooring and machinery scattered around, casting a soft glow from overhead lighting. The monitor itself has a sleek black frame with a rounded base, contrasting against the industrial setting filled with blurred outlines of additional machinery and workspaces.

Using Data Measured during Operation to Enhance Digital Twin and Production Dataset

2021

ILT

ICNAP Research/Transfer Project

Digital Twin

Contact

Data Protection

Editorial Notes