2. Workflow Architecture Create CaseConfigure CaseSubmit Case Authentication/ Authorization Track Status Post-processDebugging Transfer Files Publish Metadata ESG Data Publisher iRODSScratch Storage Token Mgr Data/ Metadata JobsOutput CESM Web Services User requests Job Management CESM portal ESG gateway Output TG MyProxy Account DB Publish Data A paper describing this architecture recently won a best paper award at the TG11 conference: Zhao, L., C. Song, C, Thompson, H. Zhang, M. Lakshminarayanan, C. DeLuca,S. Murphy, K. Saint, Don Middleton, Nathan Wilhelmi, Eric Nienhouse, and Michael Burek, Developing an integrated end-to-end TeraGrid climate modeling environment, TeraGrid ’11, Salt Lake City, Utah, July 18-21, 2011

3. Architecture Low Level Utilities Fields and Grids Layer Model Layer Components Layer Gridded Components Coupler Components ESMF Infrastructure User Code ESMF Superstructure MPI, NetCDF, … External Libraries ESMF provides a superstructure for assembling model components into applications. ESMF provides an infrastructure that modelers use to – Generate and apply interpolation weights – Handle metadata, time management, data I/O and communications, and other functions

6. Applying the SM Platform Ref Arch Data Collection Manufacturer Ref Arch Data Collection Manufacturer Manufacturer Real-time Manufacturer Real-time Manufacturer Data Warehouse Energy Productivity Management Data & Modeling Workflow Data Validation App Local/Global Energy Productivity Metric Dash Board Process sensor data Ref Arch Data Collection Supplier Ref Arch Data Collection Supplier Data and Computation Management Dashboard EPM App from Toolkit Risk Scenarios App Reduced Order Model Scenarios App Real-time Action & Risk Support App SM Platform Data and Computation Services Encrypted links Linked Apps to Form Function

7. 11/1/11 7 SME’s Information Training Expertise Access Information Training Expertise Access Standards and Reference Architecture IT Provider Partners Standards and Reference Architecture IT Provider Partners Key Development Resources Universities NCMS AICHE Consultants Consortia SMLC Industry-Driven Processes Energy Performance Metric SMLC Industry-Driven Processes Energy Performance Metric Smart Manufacturing Platform Community Source Market Place Workflow Toolkit & App Development Processes Shared Market Space Collaborative Space Pre-competitive & Competitive Hub Pre-competitive & Competitive Hub Test Bed Manufacturer & Supplier Crosslinking Engagements Test Bed Manufacturer & Supplier Crosslinking Engagements UCLA Apps Store Cloud Services Consultation Apps Store Cloud Services Consultation Outreach Training web / tools materials Open & Community Source Resources Open & Community Source Resources Business Collaborations Benchmarking Business Collaborations Benchmarking UCLA Nimbis

8. Excellent Work Underway

9. 21st Century Smart Manufacturing Data Analyze Model Apply Demand-dynamic economics keyed on the intelligence of the ‘customer’ Coordinated enterprise responses throughout the entire manufacturing supply chain Predictive, preventive Integrated computational materials engineering Performance-oriented enterprise, minimizing energy and material usage and maximizing environmental sustainability, health and safety and economic competitiveness Dramatically intensified application of manufacturing intelligence using advanced data analytics, modeling and simulation to produce a fundamental transformation to transition/new product-based economics, flexible factories and demand-driven supply chain service enterprises

10. LEAD Approach Streaming Observations Storms Forming or Conditions Favorable Forecast Model On-Demand Grid Computing Data Mining

11. A Common Model Architecture NUOPC partners have agreed on a subset of components whose interactions will be standardized