|
Course
|
Credits
|
Scientific Disciplinary Sector Code
|
Contact Hours
|
Exercise Hours
|
Laboratory Hours
|
Personal Study Hours
|
Type of Activity
|
Language
|
|
20802023 -
Sensor Fusion and Identification
(objectives)
Introduce the student to the fundamentals of system identification applied to sampled systems (ARX and ARMAX model, ordinary least squares, recursive least squares, bayesian filtering). Introduce the student to sensor fusion. To familiarize the student with the use of the MatLab identification toolbox.
-
PASCUCCI FEDERICA
( syllabus)
1. DAI DATI AL MODELLO: PROBLEMI E METODI
2. MODELLI DINAMICI DI PROCESSI STAZIONARI, ANALISI SPETTRALE E PREDIZIONE: MODELLI INGRESSO/USCITA PER SERIE TEMPORALI E RELAZIONI CAUSA/EFFETTO (MODELLI AR, MA, ARMA, ARX, ARMAX,).
3. IDENTIFICAZIONE DI MODELLI INGRESSO- USCITA
PROBLEMI E TECNICHE DI STIMA. IDENTIFICAZIONE A PARTIRE DA PROVE SPERIMENTALI SEMPLICI. IDENTIFICAZIONE A MINIMI QUADRATI E A MASSIMA VEROSIMIGLIANZA. IDENTIFICAZIONE DI MODELLI AR, MA, ARMA, ARMAX. SCELTA DELLA COMPLESSITÀ (CRITERI FPE, AIC, MDL). EQUAZIONI DI YULE-WALKER E ALGORITMO DI DURBIN-LEVINSON. S
4. ARCHITETTURE PER LA FUSIONE SENSORIALE: MODELLO JDL
( reference books)
T. SÖDERSTRÖM, P. STOICA: SYSTEM IDENTIFICATION, PRENTICE HALL, 1989.
L. LJUNG: SYSTEM IDENTIFICATION: THEORY FOR THE USER, PRENTICE HALL, 1999.
R. GUIDORZI: MULTIVARIABLE SYSTEM IDENTIFICATION, BONONIA UNIVERSITY PRESS, BOLOGNA, 2003.
S. BITTANTI: IDENTIFICAZIONE DEI MODELLI E CONTROLLO ADATTATIVO, PITAGORA EDITRICE BOLOGNA, 2000.
|
6
|
ING-INF/04
|
54
|
-
|
-
|
-
|
Core compulsory activities
|
ITA |
Optional group:
GESTIONALE Orientamento unico CURRICULUM GESTIONALE UNO A SCELTA - (show)
 |
6
|
|
|
|
|
|
|
|
|
20801966 -
INDUSTRIAL PRODUCTION MANAGEMENT
(objectives)
This course is aimed at providing the basic methodological tools required for production planning and control in manufacturing systems. Specific methods used in make to stock, assemble to order, make to order, and engineering to order are analyzed, also discussing the differences between push and pull production systems. The course follows the traditional hierarchical approach including aggregate production and capacity planning, master production scheduling, materials and manufacturing resources requirements planning (MRP and CRP techniques), order release planning and job scheduling. furthermore, techniques for demand forecasting and implementation of just in time lean manufacturing systems are presented. The course also provides tools to estimate the performances of manufacturing systems, i.e. the links between work in process, throughput and cycle time, including variability effects and lot sizing decisions. finally, production planning decisions are put in perspective with strategic decisions, with capacity planning issues and with inventory management problems.
-
CAPUTO ANTONIO CASIMIRO
( syllabus)
The industrial enterprise
Organization and scope of industrial enterprise. Classification of production systems. Analysis of production processes (process mapping and performance estimation). Little’s law. Impact of flow and process variability on main performance measures. Analysis of lot size effects on capacity, lead time and manufacturing cost. Lot sizing criteria in repetitive manufacturing.
Demand forecast
Analysis of demand variability components (random fluctuations, trends, seasonality). Classification of quantitative and qualitative forecasting methods. Linear regression causal models, time series methods (moving averages, exponential smoothing) and seasonal forecasting methods. Estimation of forecast error. Demand estimation for new products: market size and market penetration dynamics (Bass model).
Fundamentals of production planning and control
Analysis of P-Time and D-Time. Push and Pull production systems. Make to Stock, Assemble to Order, Make to Order ed Engineering to Order systems. The hierarchical production planning framework.
Aggregate planning
Alternatives to match production and demand. Trial and error aggregate planning methods (chase, level and mixed plans). LP models for the aggregate planning problem.
Master production scheduling
Criteria to disaggregate an aggregate plan and methods to develop a Master Production Schedule (MPS) based on items forecast and firm orders. Etsimation of Available to Promise capacity. Difference of MPS in MTS and ATO settings.
Requirements planning
MRPI and II methods. Capacity Requirements Planning. Lot sizing criteria for materials requirements planning. Limitations of MRP systems.
Operational planning and manufacturing execution
Final Assembly Schedule and operational plans. Criteria for job release and queues control. Heuristic rules for job scheduling and priority assignment. Production advancement and control systems.
Pull production systems
Kanban method and production leveling techniques. Methods for sequencing mixed model assembly lines. CONWIP. Comparison of push and pull systems.
Inventory management
Classification and scope of inventories. Relevant costs in inventory management. Management of dependent demand materials: economic order quantitym reorder cycle and reorder level policies. Service level and computation of safety stock. Benefits of safety stock pooling. Management of dependent demand items: lot by lot and dynamic lot sizing techniques. Newsboy model and single period order sizing. ABC classification and warehouse performance measures.
( reference books)
Lecture notes provided by instructor.
Suggested reference textbooks:
Sianesi, La Gestione del Sistema di Produzione, Rizzoli Etas, 2011.
De Toni, Panizzolo, Villa, Gestione della Produzione, ISEDI, 2013.
|
6
|
ING-INF/04
|
54
|
-
|
-
|
-
|
Core compulsory activities
|
ITA |
|
|
20802073 -
Optimization of Public Services
(objectives)
This course gives a compendium of techniques, methods and solution
approaches to support the decision making process in the public sector. The
course is based on case studies concerning the design and the management of
public services and it is focused on the development of optimization models
and solution algorithms. Ethical and political issues, typical of the public
sector, are also addressed
-
D'ARIANO ANDREA
( syllabus)
Course programme
1. Introduction to Multi-Criteria Decision Making for Public Service Management Problems
2. Optimization in Project Planning and Scheduling
3. Disjunctive Programming: Scheduling and Routing Models, (Meta)Exact /Heuristic Algorithms
4. Reservations Systems and Interval Scheduling
5. Timetabling with Operator or Tooling Constraints
6. Scheduling and Timetabling in Sport Tournaments
7. Scheduling Network Television Programs
8. Transportation Problems: Tanker/Aircraft/Train Coordination, Scheduling and Routing
9. Decision Support Systems for Real-Time Dispatching of Operations
10. Workforce Scheduling: Days-Off Scheduling, Shift Scheduling, Cyclic Staffing
11. Airline Crew Scheduling
12. Discrete Location Problems
13. Water and Air Quality Management
14. Health Care Delivery
( reference books)
Michael L. Pinedo (Author) “Planning and Scheduling in Manufacturing and Services”, Springer Series in Operations Research, Edition 2005
S.M. Pollock, M.H. Rothkopf, A. Barnett (Editors), “Operations Research and the Public Sector”, Handbooks in Operations Research and Management Science, Volume 6, Edition 1994
Material given by the professor via the moodle page of the course, including lecture slides, scientific papers, optimization software and tutorials
|
6
|
MAT/09
|
54
|
-
|
-
|
-
|
Related or supplementary learning activities
|
ITA |
|
20810139 -
MACROECONOMICS
(objectives)
The purpose of this course is to analyse some issues of industrial organization with a focus on the italian economy, the competitiveness of italian firms,the challenges of globalization and the role of industrial and development policies in the context of the European Union framework
|
|
|
-
MACROECONOMICS I MOD.
(objectives)
The purpose of this course is to analyse some issues of industrial organization with a focus on the italian economy, the competitiveness of italian firms,the challenges of globalization and the role of industrial and development policies in the context of the European Union framework
-
SCARLATO MARGHERITA
( syllabus)
This course addresses issues of macroeconomics in the short, medium and long run. Topics covered include comparative analysis of macroeconomic policies in advanced countries and the choice and consequences of policy responses to crises. Discussion of these issues are addressed through lectures and case studies.
Macroeconomics
An Introduction to National Income and Product Accounts
The short run:
The good market; Financial Markets; Goods and Financial Markets: The IS-LM Model; Monetary Policy; Fiscal Policy; Openness in Goods and Financial Markets; Exchange Rate Regimes
The medium run:
The Labor Market; The AS-AD Model; The Natural Rate of Unemployment and The Phillips Curve; Inflation
The long run:
The Facts of Growth; Saving, Capital Accumulation, and Output; The New Growth Theories; Institutions and Growth
The Italian Economy in the long run
( reference books)
O. Blanchard, A. Amighini, F. Giavazzi. Macroeconomia, Una prospettiva europea Il Mulino, Ed 2016
|
3
|
SECS-P/02
|
30
|
-
|
-
|
-
|
Related or supplementary learning activities
|
ITA |
|
-
MACROECONOMICS II MOD.
(objectives)
The purpose of this course is to analyse some issues of industrial organization with a focus on the italian economy, the competitiveness of italian firms,the challenges of globalization and the role of industrial and development policies in the context of the European Union framework
-
D'AGOSTINO GIORGIO
( syllabus)
This course addresses issues of macroeconomics in the short, medium and long run. Topics covered include comparative analysis of macroeconomic policies in advanced countries and the choice and consequences of policy responses to crises. Discussion of these issues are addressed through lectures and case studies.
Macroeconomics
An Introduction to National Income and Product Accounts
The short run:
The good market; Financial Markets; Goods and Financial Markets: The IS-LM Model; Monetary Policy; Fiscal Policy; Openness in Goods and Financial Markets; Exchange Rate Regimes
The medium run:
The Labor Market; The AS-AD Model; The Natural Rate of Unemployment and The Phillips Curve; Inflation
The long run:
The Facts of Growth; Saving, Capital Accumulation, and Output; The New Growth Theories; Institutions and Growth
The Italian Economy in the long run
( reference books)
O. Blanchard, A. Amighini, F. Giavazzi. Macroeconomia, Una prospettiva europea Il Mulino, Ed 2016
|
6
|
SECS-P/02
|
60
|
-
|
-
|
-
|
Related or supplementary learning activities
|
ITA |
Università Roma Tre