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    Home»AI/ML»Entering a new era of modeling and simulation
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    Entering a new era of modeling and simulation

    PineapplesUpdateBy PineapplesUpdateMay 22, 2025No Comments8 Mins Read
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    Entering a new era of modeling and simulation
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    This is a sponsored article you brought Comssol,

    Computer modeling and simulation Is Used in engineering for several decades. At this point, any person working in R&D has either the possibility of using simulation software directly or indirectly used results generated by someone else’s model. But in business and life, “The best placed plans of mice and men can still be wrong.” A model is as useful only as it is realistic, and sometimes imagination turns at a speed that is not fully known until later in the development process.

    Modeling and simulation are great, but …

    One of my favorite parts about working in one Multi -related software company Getting to see all our clever and innovative methods closely Customers Use simulation to pursue the world. Was a loudspeaker engineer, who talked about converting an idea into a viable product in his head, which crossed both technical imagination and looked good, and he credited simulation for turbocharging. Another time, I spoke with someone who used our software to automate the process of designing boat landing for offshore wind turbines to create their own library of parts, combining their learned experience with structural analysis. Someone and someone invited me to his impressive Test lab, where he showed how they used to produce physical data, which they later used in their true-to-life computer models.

    The advantage of obtaining preview of real world results before the project plan or design transcide industry and product offerings are committed to offerings. There are countless examples of how modeling and simulation speeds up innovation and reduces overall costs. That said that in the last 30 years, using simulation in the last 30 years, it has been largely done that specific expertise and training about how to use software of choice is required. So when companies use it, they have a lot more, the total profit is still limited by the number of employees who have learned the skills required to make computational models. But this does not need to happen.

    Coting simulation to maximum heights through custom apps

    For example, take the company that develops power transformer equipment. Powering the grid involves long distance power transportation, requiring dangerous high voltage. To protect the people of the community, the transformer is placed near the neighborhood and buildings to reduce the voltage on arrival. Transformers are naturally noisy, but they can be designed to remain silent as possible. With most things in this world, transformers include many interacted physics – electromagnetics, sounding and structural mechanics, in this case – means that multipizics simulation software is a job tool for jobs when adapting its designs.

    When organizations manufacture and distribute their own custom simulation apps, everyone in the workforce will be able to make decisions based on forecasts that are responsible for real -world complications and underlying laws under physics.

    R&D Engineers, responsible for coming up with a manufacturer’s new transformer design, all knew how to use finite element analysis (FEA) software, but they worked closely with other teams and departments without such expertise. For example, designers worked with the construction of the final transformer, no one was familiar with Fia. Instead, they preferred to use spreadsheets and other devices based on statistics and empirical models, which worked well for transformers that they often make, but not for new designs or scenarios where different dimensions are introduced. In that case, it is completely necessary to get the multifizics simulation of how much noise the final transformer will be. Additionally, if the final design is very noise, the company will have to make expensive amendments after the fact. They wanted something better.

    what did they do? They made their own Custom simulation apps Depending on the finite element model. In this way, their design team can enter the parameters in the input field in a straight user interface-manufactured by in-house, adapted to the company’s needs. Since the apps are powered by their own underlying multiplicics models, designers can then quickly and accurate analysis on how their transformers will resulting as a result of various combinations of geometry, materials and other design parameters.

    Entering a new era of modeling and simulationAn example of a custom app to develop high-voltage switchgiers, where the user inputs the voltage and the results show electrical capacity and electric field distribution based on a built-in computational model.Comssol

    Now, in this case, apps were designed by R&D teams to improve their own work. While the company and the team benefited from this, it is still another example of using modeling and simulation for R&D. Apps Traditional simulation software has the ability to break beyond user groups and we have already begun to look at the real examples of it.

    Decision in field, factory and laboratory

    Even with proper design adaptation by tool manufacturers, the power grid still needs to monitor and maintain outage and other issues. When it comes to power cable, for example, regular health check -up is usually done by field technicians using special testing equipment. In the event of cable failure, technicians are tasked with troubleshooting and pinpoints that cause failure. There are lots of factors at work: the atmosphere where the cable is located, cable structure and materials, impurities in the cable, ups and downs in the voltage and operating conditions. The structure is particularly complex, including several layers and a wire core of mutually untouched stuck wires. Achieving a wide understanding of cable failure involves being able to analyze inside the cables, which you can do using the simulation software.

    However, sending a simulation engineer with technicians is not practical or realistic nor is it realistic to teach technicians to teach how to use simulation software. But this Is It is possible to build a custom app for troubleshooting personnel to use in the field near a simulation engineer. Simulation apps will allow them to assess the failure of the cable based on both physics and their local onsite conditions and eventually solve the problem in real time. This is not a fictional example, by the way: A power grid company rolled out an app for this use several years ago.

    Custom simulation app will allow field engineers to assess failures based on both physics and their local onsite situations and eventually solve the problem in real time.

    Next, let’s consider a company focusing on manufacturing. An indoor environment can be tightly controlled, but still the game still has many uncertainty that can affect production results. If you can predict them in advance, business will be better. Let us take an adorable manufacturing factory production parts through metal powder bed fusion as an example. Back to the office, simulation engineers can optimize designs before production, but the end result still cannot match the model if the production condition is not ideal at the time of production. In the facility, heat and humidity can cause moisture to oxidize and lift the metal powder in storage, and it will change how it flows, melts, raises electrical charge, and freezes. In addition, the powder is flammable and toxic, and even more when it dries. In other words, measuring and managing the level of humidity in the factory affects both product quality and activist protection.

    One such company created and created its factory Simulation apps To monitor and predict factory conditions based on external climate -like variables around it, how many machines are running, and how the machines are deployed. Their employees can then use apps on the spot to find out how to adjust ventilation and production schedule to make them the necessary conditions for the best production results.

    User interface of a simulation app to analyze feature conditions based on a set of input.A simulation app to predict manufacturing facility situations.Comssol

    Now, if you are running direct experiments in a laboratory or using test rigs, then you can definitely see that the real result is based on carefully selected input and a controlled setup. By coupling experimental tests with simulation, however, you can improve understanding by using your laboratory-borne results and can make rapid predictions. For example, if you are researching the thermal elastohydroduridionamic lubrication of gear contacts, you can learn through observation that carbon coating like a diamond on the surface of the gear improves their efficiency, but it only shows you What Does not Why,

    In this case, having a simulation app in the lab can easily input the details of your actual setup and get a multiplicix simulation of how heat flows inside the system. A research team that corrected this, understood from the model that improving efficiency stems from the fact that the coating trap contacts the heat, which reduces the viscosity of the lubricant and reduces friction. They would not know this using only naked eyes.

    The simulation can be used as an effective decision -making tool in the office, area, factory and laboratory. When organizations form and distribute their own custom apps, everyone in the task force will be able to make decisions based on forecasts that account for real-world complications and inherent laws of physics-first to use simulation software or learn to learn to take a lot of time for someone else. The world is changing anytime and simulation apps help to help companies and all types of teams.

    Learn more about the simulation app in this suggested resource:

    Entering era modeling simulation
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