AI-Based Optimization of Snow Removal Assets / Resources Advisory Committee Meeting April 13, 2001 AI-Based Optimization of the Management of Snow Removal Assets / Resources Advisory Committee Meeting / April 13, 2001 Meeting Agenda: 2:00 p.m. 2:15 2:25 2:40 2:50 3:20 3:50 4:00 Coffee/Refreshments Welcome/Introductions -- Prof. Salim Progress Report -- Prof. Salim Software Issues -- Prof. Salim Software Demo – Mr. Villavicencio Mr. Zora Panel Discussion -- All Setting of Action Items -- Prof. Salim Scheduling of Next Meeting AI-Based Optimization of the Management of Snow Removal Assets / Resources Advisory Committee Meeting / April 13, 2001 Welcome/Introductions – Prof. Salim Grant Participants: Profs. Salim and Timmerman, Industrial Technology Profs. Emch and Strauss Geography AI-Based Optimization of the Management of Snow Removal Assets / Resources Advisory Committee Meeting / April 13, 2001 Welcome/Introductions – Prof. Salim Advisory Board Members: Budd Curttright Dave Nelson Public Works Director Area Maintenance Manager City of Cedar Falls Barbara Berquam GIS Coordinator Black Hawk County Dennis Burkheimer Maintenance Safety Services DOT-Ames DOT -Waterloo Steve Decker Street Department City of Waterloo Daron Van Helden Public & Gov't Relations AAA Minnesota / Iowa AI-Based Optimization of the Management of Snow Removal Assets / Resources Advisory Committee Meeting / April 13, 2001 Project Progress – Prof. Salim Technical Progress: Integration of Art * Enterprise and GIS package. Creation of Databases for resources. Software development of a prototype system. Demonstration case for Cedar Falls. AI-Based Optimization of the Management of Snow Removal Assets / Resources Advisory Committee Meeting / April 13, 2001 Project Progress – Prof. Salim Educational Progress: Training of graduate students. Undergraduate research experiences. Project public website: www.uni.edu/transport. New website exclusive to project under development. AI-Based Optimization of the Management of Snow Removal Assets / Resources Advisory Committee Meeting / April 13, 2001 Project Progress – Prof. Salim Publicity Goals: The following article will be orally presented at the indicated meeting in Helsinki, Finland, June 6, 2001. Title: A Communication-Based Paradigm for Construction Asset Management Authors: MD Salim and Marc A. Timmerman Accepted for the proceedings of the 2nd Worldwide ECCE Symposium Information and Communication Technology (ICT) in the Practice of Building and Civil Engineering. AI-Based Optimization of the Management of Snow Removal Assets / Resources Advisory Committee Meeting / April 13, 2001 Project Progress – Prof. Salim • Submitted for review for oral presentation and conference proceeding publication at The Eighth East AsiaPacific Conference on Structural Engineering and Construction in Singapore in December of 2001: Title: Optimization of Construction Logistics Using AI-based Heuristic Asset Management Tools Authors: MD Salim and Marc A. Timmerman AI-Based Optimization of the Management of Snow Removal Assets / Resources Advisory Committee Meeting / April 13, 2001 Project Progress – Summary Table TASK # 1 1.1 1.2 1.3 2 2.1 2.2 2.3 2.4 2.5 2.6 3 3.1 3.2 3.3 3.4 3.5 3.6 4 4.1 3.2 4.3 4.4 4.5 TASK DESCRIPTION Software review and evaluation Software acquisition Lab set-up Software integration Preliminary software verification GIS entry Asset entry Field data entry Test case-optimization Test case-validation Preliminary manual Final Software Verification GIS entry Asset entry Field data entry Test case-optimization Tests case-validation Final manual Dissemination Publication and presentation Website implementation Revised manual Revised software Commercialization COMPLETION DATA EXPECTED/ACTUAL % OF TASK COMPLETED spring 2001/spring 2001 spring 2001/spring 2001 spring 2001/spring 2001 90% 100% 90% summer 2001/summer 2001 summer 2001/summer 2001 summer 2001/summer 2001 summer 2001/summer 2001 summer 2001/summer 2001 summer 2001/summer 2001 80% 20% 5% 5% 5% 20% spring 2002/spring 2002 spring 2002/spring 2002 spring 2002/spring 2002 spring 2002/spring 2002 spring 2002/spring 2002 spring 2002/spring 2002 0% 0% 0% 0% 0% 0% spring 2002/spring 2002 spring 2002/spring 2002 spring 2002/spring 2002 spring 2002/spring 2002 spring 2002/spring 2002 30% 0% 0% 0% 0% AI-Based Optimization of the Management of Snow Removal Assets / Resources Advisory Committee Meeting / April 13, 2001 Review of Project Software ARTSCRIPT (LISP) User Interface Input DATABASE GIS Problem Set-Up DATABASE ASSETS Optimizer ART * ENTERPRISE ArcView 3.20 No OK? Yes User Interface Output ArcView 3.20 AI-Based Optimization of the Management of Snow Removal Assets / Resources Advisory Committee Meeting / April 13, 2001 Software Issues – Prof. Salim •Have just obtained GIS network integrator. This will be used for networking snowplow routes. •In process of developing better lab network interface with UNI Computer support staff. •In process of developing needed CD burn-in facilities and software for final project distribution. AI-Based Optimization of the Management of Snow Removal Assets / Resources Advisory Committee Meeting / April 13, 2001 Software Demonstration– Mr. Villavicencio Mr. Zora AI-Based Optimization of the Management of Snow Removal Assets / Resources Advisory Committee Meeting / April 13, 2001 Snow Removal Asset/Resource Management System General prototype. Focus on integration of AI shell with GIS and databases Use current information of DOT available through WWW Simple rules for: – Priority assignment of segments of roads, based on interstate condition, truck route, high or low traffic volume (based on Aadt of 5000 and 2000 respectively) – Assignment of snow plower based on cost and capacity criteria for each priority – Requires a hierarchy of rules to provide correct results (non monotonic logic) AI-Based Optimization of the Management of Snow Removal Assets / Resources Advisory Committee Meeting / April 13, 2001 May be easily extended to include new knowledge, restrictions, and other assets Can include Cases for learning on CBR engine Uses 6 rules, 350 objects, 24 functions/routines, 8 databases for input, and generates 2 databases AI-Based Optimization of the Management of Snow Removal Assets / Resources Advisory Committee Meeting / April 13, 2001 Prototype Development Knowledge Modeling AI-Based Optimization of the Management of Snow Removal Assets / Resources Advisory Committee Meeting / April 13, 2001 Development of the Prototype Implemented using Rapid Development Cycle method adapted for AI steps. 2 different programming languages: –ArtScript from Art Enterprise (Lisp-like). Implements logic and part of database analysis –Avenue from ArcView (VB-like). Graphic representation and data preparation for Expert System shell AI-Based Optimization of the Management of Snow Removal Assets / Resources Advisory Committee Meeting / April 13, 2001 Development of Prototype Architecture of the System General View – User’s Perspective AI-Based Optimization of the Management of Snow Removal Assets / Resources Advisory Committee Meeting / April 13, 2001 General View – Developer’s perspective AI-Based Optimization of the Management of Snow Removal Assets / Resources Advisory Committee Meeting / April 13, 2001 Output generated by the system Initial map generated for Cedar Falls AI-Based Optimization of the Management of Snow Removal Assets / Resources Advisory Committee Meeting / April 13, 2001 Priority Assignment and results AI-Based Optimization of the Management of Snow Removal Assets / Resources Advisory Committee Meeting / April 13, 2001 Panel Discussion -All AI-Based Optimization of the Management of Snow Removal Assets / Resources Advisory Committee Meeting / April 13, 2001 Wrap Up – Prof. Salim •Setting of action items. •Plan for next meeting. AI-Based Optimization of the Management of Snow Removal Assets / Resources Advisory Committee Meeting / April 13, 2001