Engineering

This course on machine learning applications is divided into 3 thematic blocks: techniques for data adapting and cleaning; natural language processing; recommendations systems.

Recommended prerequisites: Calculus I and II, Linear Algebra, Probability and Data Analysis, Programming and Data Structures and Algorithms, Statistical Learning, Machine Learning I and II.

The course introduces the characteristics and properties of signals and systems and provide fundamental tools for their analysis and representation. 

This course teaches the concepts of the behavior, structure, problems, modeling, materials and the forms of failure of lightweight structures. Students analyze lightweight structures, understand designs, and predict behavior responses of certain structures. The course utilizes several examples relating to aircraft structures to teach the concepts.

This course examines materials science, construction materials, and mechanics of materials. The material science component examines basic concepts on inter-atomic bonding, microstructure of solids and generic material properties related to density, deformation, yield, ductility, fracture, toughness, susceptibility to corrosion and fatigue. The construction materials component examines the engineering applications of structural and light-gauge steel, concrete, masonry, timber, glass, fibre-glass and composites. The mechanics component examines the basic concepts of stress-strain compatibility, composite actions, the concept of shear stress flow, basic two-dimensional stress analysis, strength and ductility and arching actions.

This course is part of the Laurea Magistrale program. The course is intended for advanced level students only. Enrollment is by consent of the instructor. The course focuses on the location and design of wastewater treatment plants together with main rules of outfall discipline. Special attention is placed on the preliminary designs for main urban wastewater treatment plants and their outfall effects on water volumes. The course is split into three parts. Part one discusses wastewater; sewage characteristics; technical laws; industrial, agriculture, and domestic discharge; Hygiene Municipal Regulation; water outfall discipline; wastewater reuse regulations; variations in flowrate and characteristics of domestic and industrial wastewater; and treatability in rainy weather conditions. Part two discusses wastewater treatment: Kinetics and biochemistry of bacterial and algal biomass; growth and death in suspended and attached biomasses; septic tanks and Imhoff tanks design; the project of a full-scale domestic wastewater treatment plant operating in steady state; choice and location; raw and fine screens; sand removal; primary sedimentation; biodegradability and biological phases for secondary treatment; secondary sedimentation; active sludge plants upgrading to obtain phosphorous and nitrogen removal; separate scheme; Wuhrmann scheme; Ludzack-Ettinger scheme; Bardenpho scheme; A2/O process; Phoredox process; trickling filters; granular settling biofilters; wastewater disinfection; treatment and disposal of sludge; active sludge models.; sequencing batch reactors; natural system design for wastewater treatment or finishing; biological ponds. FWS and SFS phytotreatment; “on site” treatment for domestic wastewater coming from small communities; building and managing costs; and functional test. The third part of the course discusses outfalls in water volumes: water volumes protection and sanitary reclamation plans; wastewater discharge in rivers; effects of natural and domestic organic loadings on low exchange basin; ocean and river disposal of treated and untreated wastewater; offshore pipes.; diffusers; and aquatic ecosystem modeling criteria. The course includes lectures and practical exercises. The exercises focus on different real-scale biologic wastewater treatment plant projects based on attached and suspended biomass and natural appropriate treatment systems. The course requires students to have basic understanding of hydraulics and chemistry as well as a basic course in environmental sanitation engineering as a prerequisite.

The course is designed to prepare students for leadership in a globally interdependent and culturally diverse workforce. Throughout the course, students are challenged to question, think, and respond thoughtfully to the issues they observe and encounter in the internship setting, and the designated city in general. Students have the opportunity to cultivate the leadership skills as defined by the National Association of Colleges and Employers (NACE), such as critical thinking, teamwork, and diversity. Assignments focus on building a portfolio that highlights those competencies and their application to workplace skills. The hybrid nature of the course allows students to develop their skills in a self-paced environment with face-to-face meetings and check-ins to frame their intercultural internship experience. Students complete 45 hours of in-person and asynchronous online learning activities and 225-300 hours at their internship placement.

The six-week summer lab research program at National Taiwan University places students in various science, engineering and social science research labs and/or projects under the supervision of faculty. Students spend approximately 30 hours per week in lab activities.