https://github.com/jckantor/CBE40455
Process Operations
https://github.com/jckantor/CBE40455
Last synced: about 2 months ago
JSON representation
Process Operations
- Host: GitHub
- URL: https://github.com/jckantor/CBE40455
- Owner: jckantor
- License: mit
- Created: 2014-02-16T20:04:42.000Z (about 11 years ago)
- Default Branch: master
- Last Pushed: 2023-05-14T12:56:55.000Z (almost 2 years ago)
- Last Synced: 2024-10-16T05:29:48.011Z (6 months ago)
- Language: Jupyter Notebook
- Homepage: jckantor.github.io/CBE40455
- Size: 44 MB
- Stars: 31
- Watchers: 6
- Forks: 23
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE-CODE.txt
Awesome Lists containing this project
- awesome-chemical-engineering-education - CBE40455 Process Operations - University of Notre Dame, Prof. Jeffrey Kantor. Previous version from [2020](https://github.com/jckantor/CBE40455-2020). Other [version](https://github.com/jckantor/cbe60455) also available. (Courses)
README
[//]: # (DO NOT EDIT. README.md is generated by nbpages. Make changes templates/README.md.jinja.)
# CBE 40455 Process Operations
This repository comprises a collection of Jupyter/Python notebooks in support of **CBE40455**
taught at the University of Notre Dame.
The links below display the notebooks as regular HTML web pages. From there you can run the notebook on
[Google Colaboratory](https://colab.research.google.com) or download to run on your own laptop. To run on your own
laptop you will need to install Jupyter and Python 3, such as the excellent
[Anaconda distribution from Continuum Analytics](https://www.continuum.io/downloads).
Please let me know (jeff at nd.edu) if you any thoughts or suggestions on how these notebooks could be improved for
teaching and learning the principles of Process Operations.
### [Table of Contents](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/toc.ipynb?flush=true)
### [Chapter 1.0 Getting Started Guides](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/01.00-Getting-Started-Guides.ipynb)
- [1.1 Getting Started with CVXPY](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/01.01-Getting-Started-with-CVXPY.ipynb)
- [1.2 Getting Started with Gurobi](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/01.02-Getting-Started-with-Gurobi.ipynb)
- [1.3 Getting Started with GNU MathProg in Jupyter Notebooks](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/01.03-Getting-Started-with-GNU-MathProg.ipynb)
- [1.4 Getting Started with Pandas](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/01.04-Getting-Started-with-Pandas.ipynb)
### [Chapter 2.0 Simulation of Discrete Event Systems](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/02.00-Simulation-of-Discrete-Event-Systems.ipynb)
- [2.1 Getting Started with SimPy](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/02.01-Getting-Started-with-SimPy.ipynb)
- [2.2 Queuing Systems](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/02.02-Queuing-Systems.ipynb)
- [2.3 Emergency Room Simulation](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/02.03-Emergency_Room_Simulation.ipynb)
- [2.4 Model Development in SimPy](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/02.04-Discrete-Event-Simulation-of-a-Batch-Process.ipynb)
- [2.5 Extracting Information from Discrete-Event Simulations](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/02.05-Extracting_Information_from_Discrete-Event_Simulations.ipynb)
- [2.6 Spankys Pizzeria](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/02.06-Spankys-Pizzeria.ipynb)
- [2.7 Warehouse Fulfullment Operations](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/02.07-Warehouse-Fulfillment-Operations.ipynb)
- [2.8 Geometric Brownian Price Process](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/02.08-Geometric-Brownian-Price-Process.ipynb)
- [2.9 Continuous Time Simulation in SimPy](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/02.09-Continuous-Time-Simulation-in-SimPy.ipynb)
- [2.10 Decentralized Control in a Supply Chain](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/02.10-Decentralized-Control-in-a-Supply-Chain.ipynb)
### [Chapter 3.0 Linear Optimization](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/03.00-Linear-Optimization.ipynb)
- [3.1 Production Models with Constraints](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/03.01-Production-Models-with-Constraints.ipynb)
- [3.2 Transportation Networks](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/03.02-Transportation-Networks.ipynb)
- [3.3 Data Reconciliation](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/03.03-Data-Reconciliation.ipynb)
### [Chapter 4.0 Scheduling](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/04.00-Scheduling.ipynb)
- [4.1 Critical Path Method](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/04.01-Critical-Path-Method.ipynb)
- [4.2 Machine Bottleneck](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/04.02-Machine-Bottleneck.ipynb)
- [4.3 Job Shop Scheduling](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/04.03-Job-Shop-Scheduling.ipynb)
- [4.4 Jesuit Volunteer Corps](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/04.04-Jesuit-Volunteer-Corps.ipynb)
- [4.5 Unit Commitment](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/04.05-Unit-Commitment.ipynb)
- [4.6 Scheduling Multipurpose Batch Processes using State-Task Networks](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/04.06-Scheduling-Multipurpose-Batch-Processes-using-State-Task-Networks.ipynb)
### [Chapter 5.0 Logistics](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/05.00-Logistics.ipynb)
- [5.1 Economic Order Quantity](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/05.01-Economic-Order-Quantity.ipynb)
- [5.2 Assignment Problems](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/05.02-Assignment-Problems.ipynb)
- [5.3 Vehicle Routing](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/05.03-Vehicle-Routing.ipynb)
- [5.4 Vehicle Routing with Time Windows](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/05.04-Vehicle-Routing-with-Time-Windows.ipynb)
- [5.5 Traveling Salesman Problem with Time Windows](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/05.05-Traveling-Salesman-Problem-with-Time-Windows.ipynb)
- [5.6 Pickup and Delivery](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/05.06-Pickup-and-Delivery.ipynb)
- [5.7 Stock Cutting](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/05.07-Stock-Cutting.ipynb)
### [Chapter 6.0 Optimization under Uncertainty](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/06.00-Optimization-under-Uncertainty.ipynb)
- [6.1 Newsvendor Problem](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/06.01-Newsvendor-Problem.ipynb)
- [6.2 Scenario Analysis for a Plant Expansion](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/06.02-Scenario-Analysis-for-a-Plant-Expansion.ipynb)
- [6.3 Risk Neutral Gambler](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/06.03-Risk-Neutral-Gambler.ipynb)
- [6.4 Risk Averse Gambler](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/06.04-Risk-Averse-Gambler.ipynb)
- [6.5 Points after Touchdown Decision](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/06.05-Points-after-Touchdown-Decision.ipynb)
### [Chapter 7.0 Risk and Diversification](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/07.00-Risk-and-Diversification.ipynb)
- [7.1 Measuring Return](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/07.01-Measuring-Return.ipynb)
- [7.2 Geometric Brownian Motion](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/07.02-Geometric-Brownian-Motion.ipynb)
- [7.3 Binomial Model for Pricing Options](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/07.03-Binomial-Model-for-Pricing-Options.ipynb)
- [7.4 Real Options](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/07.04-Real-Options.ipynb)
- [7.5 Portfolio Optimization](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/07.05-Portfolio-Optimization.ipynb)
- [7.6 Portfolio Optimization using Mean Absolute Deviation](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/07.06-Portfolio-Optimization-using-Mean-Absolute-Deviation.ipynb)
- [7.7 Portfolio Optimization](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/07.07-MAD-Portfolio-Optimization.ipynb)
- [7.8 Log-Optimal Growth and the Kelly Criterion](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/07.08-Log-Optimal-Growth-and-the-Kelly-Criterion.ipynb)
- [7.9 Log-Optimal Portfolios](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/07.09-Log-Optimal-Portfolios.ipynb)
### [Chapter 8.0 Optimization in Google Sheets](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/08.00-Optimization-in-Google-Sheets.ipynb)
### [Chapter 9.0 Student Projects](http://nbviewer.jupyter.org/github/jckantor/CBE40455/blob/master/notebooks/09.00-Student-Projects.ipynb)
**License Requirements.** The materials in this repository are available at
[https://github.com/jckantor/CBE40455.git](https://github.com/jckantor/CBE40455.git) for noncommercial use under terms of the
[Creative Commons Attribution Noncommericial ShareAlike License](http://creativecommons.org/licenses/by-nc-sa/4.0/).
You are invited to fork this repository, and to use, adapt, remix these material for non-commericial purposes. The
license terms require you to give attribution and share your work under the same terms. Pull requests for corrections
and additions to these materials are most welcome.