Browse Topic: Productivity
The development of 3D game ready models is a critical component of the asset creation workflow in industries. However, traditional modeling techniques often demand extensive manual input, particularly in the areas of modeling, retopology, and texturing. To address challenges, we propose the integration of generative AI technologies into the 3D modeling workflow, aiming to enhance efficiency and streamline processes. This paper presents a comprehensive methodology that leverages advanced algorithms, machine learning techniques, and specialized software to automate repetitive tasks associated with 3D asset creation. By harnessing the power of generative AI, we aim to significantly reduce the manual effort required to produce high-quality 3D models, thereby accelerating the overall development timeline. The aim is to enter a prompt/Image as input to get a fully developed Model. Through a series of experimental implementations, we are aiming to demonstrate the effectiveness of our proposed
Large farms cultivating forage crops for the dairy and livestock sectors require high-quality, dense bales with substantial nutritional value. The storage of hay becomes essential during the colder winter months when grass growth and field conditions are unsuitable for animal grazing. Bale weight serves as a critical parameter for assessing field yields, managing inventory, and facilitating fair trade within the industry. The agricultural sector increasingly demands innovative solutions to enhance efficiency and productivity while minimizing the overhead costs associated with advanced systems. Recent weighing system solutions rely heavily on load cells mounted inside baling machines, adding extra costs, complexity and weight to the equipment. This paper addresses the need to mitigate these issues by implementing an advanced model-based weighing system that operates without the use of load cells, specifically designed for round baler machines. The weighing solution utilizes mathematical
Komatsu has announced a new swing machine designed to move large quantities of timber in log loader and millyard environments. The TimberPro TN785D is Komatsu's most powerful and highest capacity machine to date. According to Komatsu, it was built with proven components and new features to meet the demand of high productivity swing applications. “TimberPro has designed this machine to excel in high demand millyard applications where lift capacity, reach combined with stability and hydraulic response are key to maximizing productivity,” said Nathan Repp, product manager for Forest Products at Komatsu. “We understand the real-world demands our customers face in these environments, and the TN785D was designed to meet those needs.”
High productivity, low manufacturing costs, and high workpiece quality: these are the key factors that deliver sustainability, profitability, and competitive edge for industrial manufacturers. Reliable machine monitoring yields valuable real-time insights into ongoing processes; it is the basis for dependable, productive, and reproducible manufacturing and it helps machine operators to reach well-founded decisions on both short- and long-term improvements. This technology can even capture anomalies in highly dynamic machining processes, so users can respond instantly to ensure high productivity, decrease scrap rates, and prolong tool lifetimes. Thanks to all these advantages, continuous machine and process monitoring based on suitable sensor technology is a critical success factor in today’s manufacturing industry.
Today, advancements in industrial laser cleaning automation show great promise in boosting productivity and safety when rust and contaminant removal or surface preparation is required for higher volumes of components and equipment.
The integration of collaborative robots, or cobots, into manufacturing has revolutionized traditional processes, offering an unprecedented blend of precision, productivity, and safety. Known for their effectiveness in activities from palletizing to welding, cobots are emerging as invaluable assets for activities involving material removal like sanding, grinding and polishing, relieving human workers from arduous and risky tasks.
The concept of the vehicle has changed in accordance with the technological innovations on last decade. Today we can call these changes basically as "CASE" (Connected, Autonomous/Automated, Shared, and Electric). The ease of product access on the user side and the mass production related works have increased worldwide production volumes. This issue has resulted in a greater demand for manpower in the sector. In addition, management, productivity, and profitability related difficulties have occurred. In this project, improvements were made mainly around the productivity through the automation of "vehicle transfer operations in plant operations", which is one of a major problem and a manpower/hour consuming task. This system named as Remote-Control Auto Driving System (RCD). The advance technology used system enabling unmanned, secured operations, were implemented in mass production environment earlier than the rest of the world.
As manufacturers push for increased productivity, low-value tasks such as material transport have become clear targets for improvement. In efforts to reduce material transport in large facilities, companies have explored the use of intermediate warehouse areas throughout the production floor. However, this takes up valuable space, requires additional material processing and handling, and creates opportunities for errors and lost or misplaced materials.
Diversity in the workforce contributes to creativity, productivity, and innovation. More women today are studying and excelling in science, technology, engineering, and mathematics (STEM). In the U.S., women make up 14 percent of the engineering workforce. The number of female engineers across the globe is on the rise but compared to male engineers it is still much lower.
Efficient transportation for carrying heavy loads is a common challenge across various applications, from supermarkets to industrial purposes. Conventional trolleys often fall short when loaded with heavy cargo, resulting in increased exertion and diminished productivity. Moreover, these challenges can adversely affect posture and lumbar spine health, especially for elder people and persons with cervical problems. There is a need for more user-friendly, ergonomic, and space-efficient solutions. This project addresses these challenges through an innovative design that encompasses various aspects of trolley functionality, including the study of comfort, wheel selection, and material considerations, drawing from ergonomic research. Multiple methods are employed to optimize the trolley’s dimensions to improve its overall performance. The trolley’s design features a collapsible basket for the transport of smaller-sized items and a base frame for larger goods and luggage. The project
India striving for carbon neutrality influences futures powertrain architecture of commercial vehicles. The use of CO2-free drives as battery electric have been demonstrated for various applications. The productivity still is a challenge due to missing high power charging infrastructure or limited range. This draws the attention to the use of sustainable fuels due to lower refueling times. The hydrogen engine got highest attention in the last couple of years. For markets as the EU the driver for hydrogen is the CO2 emission reduction, whereas for markets as India hydrogen offers the additional opportunity for more independence from fossil imports. Different OEMs all over the world have converted diesel engines to hydrogen operation with strong focus on performance and emission demonstration, so far with limited technology readiness of different key components. As of a strong market pull, AVL will show how to ensure SOP readiness in 2025 by effective use of simulation, verification
New Holland Construction is entering a new equipment category with its full line of small articulated loaders. The lineup consists of five models - the ML12, ML12T, ML15, ML23 and ML22X - that will be available in the first quarter of 2024. “These new small articulated loaders are the embodiment of New Holland Construction's commitment to innovation and excellence,” said Daniel Kakareka, product manager for New Holland Construction North America. “They're designed to empower our customers to accomplish more in confined spaces, with increased productivity and precision. Truly, refining the way we approach landscaping and light construction tasks.”
Aerospace manufacturers know what it means to work with high stakes. Extremely tight tolerances, expensive materials and complicated processes define the industry. But few aerospace components are more critical - or more challenging - than the turbine discs that go into the hot side of jet engines. When machining these rotating components, everything must be correct, secure and reliable - not only to meet stringent surface integrity requirements, but also to avoid devastatingly expensive failures. A mistake that leads to a scrapped component can cost a manufacturer upward of $100,000, depending on when the mistake happened in the production process.
In the 1st generation Toyota "MIRAI" fuel cell stack, carbon protective surface coating is deposited after individual Ti bipolar plate being press-formed into the desired shape. Such a process has relatively low production speed, not ideal for large scale manufacturing. A new coating concept, consisting of a nanostructured composite layer of titanium oxide and carbon particles, was devised to enable the incorporation of both the surface treatment and the press processes into the roll-to-roll production line. The initial coating showed higher than expected contact resistance, of which the root cause was identified as nitrogen contamination during the annealing step that inhibited the formation of the composite film structure. Upon the implementation of a vacuum furnace chamber as the countermeasure, the issue was resolved, and the improved coating could meet all the requirements of productivity, conductivity, and durability for use in the newer generation of fuel cell stacks.
Sports medicine and wound management have been strong growth areas for Smith & Nephew, which has also seen its orthopedics business gain momentum since the end of 2022. With COVID behind them and patients and their physicians returning to elective procedures, the company is seeing strong market revenue growth in 2022, according to CEO Deepak Nath, who spoke during its first quarter trading update.
Sometimes an innovation comes along that changes the manufacturing landscape. Pro Spot International has created a unique Cobot Spot Welding solution. By bringing this new tool to the sheet metal fabrication market, the company aims to bring game-changing gains in productivity, reliability, traceability, and ergonomic safety to the manufacturing world.
The demand for air travel is back. And so is the demand for new aircraft. The volume of production demand has reached 2019 levels much sooner than many aerospace component manufacturers anticipated. As the industry looks for ways to ramp up production, aerospace machining operations are grappling with numerous challenges to meet deliveries on time.
It's no longer a question of when metal additive manufacturing (AM)-and particularly metal laser powder-bed fusion (LPBF)-will become an accepted, reliable production technology, particularly in aerospace and defense. This is already the case now. Over the past 18 months a host of aerospace leaders, OEMs, startups, and contract manufacturers (CMs) alike have purchased, or begun outsourcing work to, advanced AM systems. They're confidently producing end-use, 3D-printed parts-and sometimes entire rocket engines. In a quarterly study of revenue growth of leading AM system-makers, published in the summer of 2022, the industrial sector was reported to have grown 19 percent compared to the same period in 2021. This was cited as proof that companies and users are looking to invest in the larger, more powerful industrial AM solutions that offer greater efficiency and productivity.
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