Operational Bottlenecks
Hi everyone! I am an independent technology researcher conducting a study on operational workflows, software limitations, and technical bottlenecks in chemical processing facilities.
My goal is to understand the practical, day-to-day challenges engineers face on the plant floor or in design offices. I'd like to look into the gaps where current tools might be falling short.
If you can share your experience, please drop a comment on what operational, software, or engineering problem you have. Some examples:
* Data Integration / Broken ETL: Having to jump between disconnected systems and relying too much on manual manipulation or Excel/VBA sheets.
* Predictive Maintenance / IoT: Difficulties in collecting, parsing, or using machine learning/sensor data effectively to predict equipment failures.
* Repetitive Manual Tasks: Spending too much time copying data, writing reports, or extracting information.
* Process Simulation Challenges: High manual effort to configure simulators.
* Digital Twins & Automation: Roadblocks in trying to build functional digital twins or automating operational context.
* Energy Optimization: Challenges in using data to effectively reduce steam, water, or electricity consumption in real-time.
Could you detail your workflow regarding your biggest headache?
If the problem involves software, simulation, or data integration, what specific tools, file structures, or manual steps are currently holding you back?
Thank you in advance for your time and insights.