TY - GEN
T1 - Driving transformation in process industries through materials and chemicals informatics
AU - Christe, Daniel
AU - Caligaris, Matteo
N1 - Publisher Copyright:
Copyright© (2019) by AIChE All rights reserved.
PY - 2019
Y1 - 2019
N2 - Connecting data, people, and processes is the key to achieving true digital transformation. Process safety intelligence is derived from a vast corpus of structured and unstructured data sources - historical reports, equipment data sheets, materials and thermophysical property data, safety data sheets, best practice guides, handbooks, textbooks, and real-time feedback from instrumented equipment. Navigating this emergent complexity demands dedicated platforms to enable insight discovery across all design stages in a continuous digital thread from inception, to design and manufacturing. Edge computing coupled with machine learning approaches will further enable predictive and prescriptive analytics for process design, safety, and intensification. The talk will share a perspective on materials, chemicals data management and digitization, state-of-the-art tool and approaches on the market today to manage, and process safety information competencies that engineers entering the profession need to have.
AB - Connecting data, people, and processes is the key to achieving true digital transformation. Process safety intelligence is derived from a vast corpus of structured and unstructured data sources - historical reports, equipment data sheets, materials and thermophysical property data, safety data sheets, best practice guides, handbooks, textbooks, and real-time feedback from instrumented equipment. Navigating this emergent complexity demands dedicated platforms to enable insight discovery across all design stages in a continuous digital thread from inception, to design and manufacturing. Edge computing coupled with machine learning approaches will further enable predictive and prescriptive analytics for process design, safety, and intensification. The talk will share a perspective on materials, chemicals data management and digitization, state-of-the-art tool and approaches on the market today to manage, and process safety information competencies that engineers entering the profession need to have.
KW - Data Science
KW - Knovel
KW - Materials Informatics
KW - Natural Language Processing
UR - http://www.scopus.com/inward/record.url?scp=85072065836&partnerID=8YFLogxK
M3 - Contribución a la conferencia
AN - SCOPUS:85072065836
T3 - 53rd Annual Loss Prevention Symposium 2019, LPS 2019 - Topical Conference at the 2019 AIChE Spring Meeting and 15th Global Congress on Process Safety
SP - 550
EP - 553
BT - 53rd Annual Loss Prevention Symposium 2019, LPS 2019 - Topical Conference at the 2019 AIChE Spring Meeting and 15th Global Congress on Process Safety
PB - AIChE
T2 - 53rd Annual Loss Prevention Symposium 2019, LPS 2019 - Topical Conference at the 2019 AIChE Spring Meeting and 15th Global Congress on Process Safety
Y2 - 31 March 2019 through 4 April 2019
ER -