Webinar 165: Data – Driven Systems Engineering
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)
Meeting Title: Data – Driven Systems Engineering
Presenter Name: Steven Dam
Date: Wednesday 16 August 2023
Time EDT: 11:00am-12:00pm EDT (3:00pm-4:00pm UTC)
INCOSE Webinar 165 Invitation
Abstract:
Data-Driven Systems Engineering (DDSE) is defined by Dr. Warren Vaneman as “the formalized development, exchange, correlation, validation and verification, and management of data, derived from multiple sources, processes, and tools to support system design and analysis, throughout all phases of the system lifecycle.” DDSE in MBSE goes beyond just modeling ... it provides a means to capture all aspects of systems engineering and program management, including cost, schedule, performance, and risk.
Dr. Dam’s invention of the full lifecycle MBSE solution, Innoslate, takes every diagram you develop and creates objects and relationships in a database to maintain an authoritative source of truth and for the auto-generation of diagrams and reports. This capability is accomplished through the use of the Lifecycle Modeling Language (LML), which provides an ontology for SysML and enables the use of SysML modeling as a means to create and capture information.
LML supports the full lifecycle: conceptual, utilization, support, and retirement stages. It integrates all lifecycle disciplines including program management, systems and design engineering, V&V, deployment, and maintenance into one framework. LML is the language of the future, bringing simplicity and the data into focus.
Biography:
Steven H. Dam, Ph.D., ESEP, President of SPEC Innovations, has been involved with research, experiments, operations analysis, software development, systems engineering, and training for more than 40 years. Dr. Dam earned a B.S. in physics from George Mason University and a Ph.D. in physics from the University of South Carolina. He is the author of four systems engineering-based books, including his most recent: “Real MBSE: Model-Based Systems Engineering Using LML and Innoslate”. He currently applies SE techniques to various DoD, DOE, and commercial projects.
Dr. Dam is a long-time member of INCOSE, receiving this year’s INCOSE Founder’s Award. He was formerly the president of the San Diego Chapter before relocating to the D.C. area. Dr. Dam has presented numerous papers and seminars to the Washington Metropolitan Area (WMA) Chapter of INCOSE, is a past president of the WMA Chapter, and a past Director for the Americas for INCOSE. He holds an Expert Systems Engineering Professional (ESEP) Certification from INCOSE.
IMPORTANT – WEBINAR MOVE TO ZOOM PLATFORM
We have moved to the ZOOM platform for INCOSE webinars. One significant change is that we recommend that attendees join audio now using the ZOOM platform audio (Voice over Internet). This worked very effectively for the recent (virtual) International Symposium.
Register in advance for this webinar at:
https://incose-org.zoom.us/webinar/register/WN_ZDHtEnrXSf-O9DzWJaNQDA
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