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Transforming the use of industrial drawings

Using deep learning and computer vision techniques, DataSeer can recognize all instances of specific instruments, valves, lines, table rows and other features in piping & instrumentation and other engineering diagrams. DataSeer reduces the time needed to process your P&IDs or any given drawing by up to 90% compared to a typical manual process. It also reduces detection errors to less than 1%, compared to the usual 5-10% manual process.

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AUTOMATICALLY DETECT VALVES, INSTRUMENTS, OR LINE NUMBERS THROUGH MACHINE LEARNING AND COMPUTER VISION
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EASILY REVIEW AND RAPIDLY CONFIRM VALVE, INSTRUMENT, OR LINE NUMBER SYMBOLS AND LABELS 
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AUTO-CONVERT SCANNED TABLES – SUCH AS BILLS OF MATERIAL, PART LISTS, PRODUCTION REPORTS, OR DATA SHEETS – TO EDITABLE CSV FORMATS

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Features

Information Access
DataSeer’s user interface was created with our users at the forefront. It takes less than one minute to upload up to 100 P&ID’s, and most users are self-sufficient within 15 minutes of their first demo.
Information Access
Using neural network techniques such as object detection and image classification, DataSeer can automatically locate and tag objects across multiple drawings for a user to quickly review.
Information Access
DataSeer’s powerful search functionality allows a user to quickly locate a specific item within their complex set of digitized drawings, removing the need to spend hours manually scanning diagrams.
Information Access
When tested across a pack of 50 drawings, DataSeer has shown a drastic decrease in time spent extracting objects and line numbers by 90%, making a week-long job a matter of a few hours.
Information Access
Human error is unavoidable when manually extracting information from hundreds of complex engineering drawings. With DataSeer, a user can trust the software to extract information while they can manually intervene when needed.
Information Access
With DataSeer, there is no lengthy download process or command-line interaction needed. Simply login via the Google Chrome browser, and be up and running within a matter of minutes.

 

 

 

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Applicable Use Cases

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Locating symbols and text

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Estimating costs for fabrication and construction

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Creating line, valve, and instrument lists

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Accelerating quality assurance and quality control

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Extracting BOM data from isometric piping diagrams

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Converting legacy drawings to digital drawings

"We had looked at other tools before, but nothing even came close to the DataSeer and the capabilities it provides. It was extraordinary!"

European energy company

"For extracting information from P&IDs, it’s absolutely marvelous."

Manager

"Thank you DataSeer. You just saved me a month of work on my project."

Engineer

"This would be very useful for a quick bid cost estimation, we could potentially grab a quick around 30% estimate from historic projects."

Engineer

"I can see how this application can save huge amounts of time."

Operations Director

"This is a great looking tool and will help us in the future in our goal to digitize legacy drawings."

Operations Manager

"The DataSeer looks fabulous- this will undoubtedly prove invaluable for many projects."

Manager of Engineering, Major Projects Americas

"I really like the tool and I want to roll it out to the entire German Organization. A large portion of our teams up here could save a lot of time with a tool like this."

Manager of Engineering

"Amazing. Incredible. The DataSeer is incredibly exciting and is exactly what we need in order to stay competitive. I can already see the value this tool provides, and I am looking forward to a future where this tool can be utilized on projects company-wide. We need to change the system we currently use to deliver our projects, and this initiative has my full support. The industry is shifting quickly, so we must act fast and be proactive in our efforts- the DataSeer is a great new development that will certainly help us reach our goals."

Vice President, Project Delivery

"Thank you for DataSeer! You just saved me a month of work on my project."

Engineer

“I can already think of like 3 or 4 potential use cases! PSV list generation, car seal valve reports, flange lists… these are all manual things that the DataSeer could definitely help me out with!”

Intermediate process engineer

“We just had a client requesting a list of all the line numbers, this DataSeer product would have saved us so many man hours. I am really excited to use this on the next project!”

Intermediate mechanical engineer

“Generating an LDT is the most time-intensive thing I do, this tool could make me way less busy and stressed!” 

Principle process engineer

“Our team personally deals with lots of hand-drawn diagrams dating back to WW2, and we find ourselves manually extracting this information. This application is amazing! This will be so useful in the future, it is mind-boggling!”

Information systems manager

“Incredible tool! I highly recommend that our engineers use this tool to automate regular tasks and decrease errors.”

Senior Director, Engineering delivery

Resources

 

DataSeer-Resources
 
Blog

Industrial MACHINE LEARNING Case Study: Digitization of Engineering Diagrams

Schematic diagrams are the bread-and-butter of the industrial engineer, and some examples include piping & instrumentation diagrams (P&IDs), process flow diagrams (PFDs) and isometric diagrams. Here we review common pain points that the industrial engineer faces when working with these diagrams and explain what you can do to alleviate some of these burdens.

More Info

DataSeer-Resources-UseCase
 
Case Study

Enhanced Data Extraction From Industrial Drawings

DataSeer, a machine learning application effectively extracting information from P&IDs and other engineering drawings by leveraging deep learning and computer vision techniques Results.

More Info

FAQ




Do I need to install DataSeer?

No. DataSeer runs in a web browser with no installation necessary.

What web browser should I use to run DataSeer?

You must use Google Chrome, preferably the latest version.

What file formats can DataSeer extract data from?

DataSeer can extract data from PDF files.

What document types can DataSeer extract data from?

DataSeer can extract data from piping and instrumentation diagrams (P&IDs) and isometric drawings (ISO). In the future, we plan to give users the ability to extract data from other types of documents too.

How many diagrams can I upload per project?

You can upload up to 100 pages of diagrams per project.

Can I search for text on diagrams?

Yes. DataSeer has a powerful text search feature that lets you find text that would be undiscoverable in other applications. To use this feature, simply enter text keywords in the Pattern field during the identification and review process.

Can I export data from DataSeer?

Yes. After you have labeled valves, instruments, and/or line numbers on the diagrams in a project, you can export data for these items into a comma-separated values (CSV) file.

What is the security policy for user data in DataSeer?

DataSeer's security policy is user-centric. DataSeer authenticates each user at login with centralized validation to all information assets against configurable user and system permissions.

DataSeer stores two types of data from diagrams:

  • Structured metadata
  • Document images

Both of which are stored within Arundo’s cloud environment for the life of the project. Stored data and project information can be permanently deleted by the project owner at any time. Access to the stored data is controlled by the project owner within DataSeer, and data access is validated through authentication at each transaction

Can DataSeer handle low-quality P&IDs?

Yes, but the accuracy/output of the models suffers accordingly. DataSeer still provides value, but likely to a lesser degree.

Do the drawings have to be ISA compliant?

No. We have ISA compliant symbols in our default list but you can search for any symbol you want.

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Interested in seeing how DataSeer works first hand? Request a free trial to see how you can use DataSeer to begin converting your engineering diagrams today.

 
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