What do you think about estimatting the level of automation? How to carry out the process of estimatting the level of automation, autonomy and intellectualization?
It is important to get a quantitative result.
1. Estimate the technical level of the equipment, software;
2. Taxonomy processes / business processes and decide on the level of automation;
3. Estimate the completeness of automation by calculating the proportion of controlled signals from the norm;
4. The share of computer time from the total time of the operation.
Etc.
Dear Yuriy B. Kuzmin,
I suggest you to see links and attached files on topic.
https://www.forbes.com/sites/cognitiveworld/2020/02/14/from-process-automation-to-autonomous-process/?sh=115b14ed63b6
https://www.auraquantic.com/what-is-intelligent-automation/
http://tadviser.com/index.php/BPM
Article Intellectualization of enterprise management using Business ...
Best regards
Dear,
-Level of automation is a continuum from manual to fully automatic operations. ---The level of automation can be defined as an amount of the manning level with focus around the machines, which can be either manually operated, semi-automated, or fully automated (Groover 2001 ).
-classification of Level:
- Device level. This is the lowest level in our automation hierarchy.
- Cell or system level. This is the manufacturing cell or system level, which operates under instructions from the plant level.
- Plum level. This is the factory or production systems level.
- Enterprise level. This is the highest level.
please see bellow:
Dinlersoz, E.M., & Wolf, Z. (2018). Automation, Labor Share, and Productivity: Plant-Level Evidence from U.S. Manufacturing.
In fact, all measurements in the proposed articles do not have a quantitative result from 0 to 100% (0--1), say. This follows when using ordinal taxonomy - quality scales. To obtain a quantitative result, the use of quantitative taxonomy such as a scale of relations, a scale of intervals, etc. is required. Please offer your vision with this clarification?
See one of our approaches in the table. How we made the transition from qualitative measurements to quantitative levels of automation. There is an article on this topic. What are the considerations?
PS. In fact, we transferred the measurements to a scale of relations compared to level 1
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