Simulation Software Development
Paanduv has released two in-house simulation software of two completely different but dominating industries i.e. AM Pracar and DC Pracar for Additive Manufacturing, and Data center industries respectively. We offer our expertise in developing physics-based techniques such as CFD, DEM, FEA, Monte Carlo, and data-driven (AI) custom software solutions. This solution is an end-to-end solution that starts with Physics-based calculations followed by data-driven modeling and ends with a user-friendly Graphical User Interface (GUI) development for the client. We are not limited to just one physics but integration of multiphase modeling, rotating, and dynamic meshes, external aerodynamics, reaction kinetics, conjugate heat transfer, fluid-structure interaction, laser dynamics, phase change, scour and sediment transport, non-Newtonian flows, turbulence, supersonic ballistics, compressible flows, combustion, and spray modeling. To promote a sustainable computational practice, low-cost, accuracy, and ease of customization we completely rely on open-source software.
Steps that we follow for delivery of a successful product
Familiarization with the problem- We understand the specific problem stated by the client regarding the simulation software.
Paanduv’s input- We provide our input on the problem and discuss our strategy to solve the problem, we also showcase some of our previous products to gain confidence from the client.
Simulation & analysis- Once the logistics are in place, we start with simplifying the problem and move step by step to encounter the complexity. Simultaneously, we identify the best approach and suited models to achieve the required accuracy. We keep the client satisfied with the progress with regular meetings.
Scientific computing- Once preliminary results are in agreement, we deploy the case setup for scientific computing strategically for faster turnaround times.
Training of AI model- Acquiring the computational data from the simulations or the previously existing data, we train the AI agent with the maximum accuracy and feasibility possible.
GUI development- We develop a simple, flat (not too complex), and user-friendly GUI, with the design of an elegant logo for the product.
Testing and licensing- We hand over the product only after extensive testing internally and with the client’s data to showcase the robustness of the product.