There are many things that could help you work out a new manufacturing project. They might be classified under the general heading of pilot study equipment, and depending on your needs could include the most advanced tech. There are many kinds of things that could help you in this sense, but all are classified under manufacturing items.
These will be smaller things, but mostly or all precisely like the bigger ones that would become the real thing in the future. Plants for manufacturing are often designed and planned for, and the pilot is part of the planning. It is the last study that has all the operational items set in, before the actual building of a plant.
This could be anything, from a waste water treatment facility to a manufacturer of high tech plane parts. There is premium on these items to be fashioned by high grade experts, from machinists to digital programmers. Any mishap is something that can be remedied, and this might be a thing that experts who do the study need.
For example, you cannot have parts in real operations glitching or being part of accidents in real life. This is one reason for having the equipment set up and running, because it reduces potential accidents and danger to a minimum. In any case, many plants have a measure of risk and this is something that should be acceptable.
The study will make the risks reduced to a level where the real workers can prepare for them. The managers or operators need this level so that they are able to adjust and see what kind of factors can occur. These factors may also have answers when you know the specs and the performance results from the pilot plant.
Structures like these can be room sized, but they will have the complete set of parts and working machinery for the real thing. That means that there is some sort of miniaturization needed. All the factors that will be seen in the future are there, including pressure gradients, but all down sized to scale for the pilot.
The results of the studies will all be applied on adjustments for the plans and schematics. There will also be items for use in all kinds of safety features. The safety plans can produce more need for other machines to make the adjustments applicable across a number of safety features, which are things that are made and then reapplied on the studies.
Manufacturers all take this kind of equipment as essential to their production process. Some of the most advanced plans can be shelved when the study does not produce desirable results. The researches and the experts will often pool informed opinion together and come up with a consensus.
This is needed so that the companies which employ them do not have any kind of risk for themselves, users of their production factories and the like. The most important thing to consider about this is how being prepared for all contingencies can actually provide the physical items for these contingencies.