22.06.2017 - FLOW CHART / ANN
Planned Flowchart
Thesis subject of building energy consumption prediction model formation
1. use epw with eliminated version - schedule - location
2. data collection with sensors ( humidity, temperature, illumination, etc.)
3. data record - analyses - categorize 1
4. data extracting building energy simulation
5. data record - analyses - categorize of 3
6. compare data of 1 and data of 3
7. calibrate to value - define confidence interval about error of simulation
8. eliminate most effective objectives such as heating,cooling,artificial lightning and use compactness as an objective
9. pattern recognition with ann / fast prediction of 12 month
10. compare with normal energy simulation such as open studio about timing.
Related Tutorials :
- Introduction to Neural Networks for C#(Class 2/16, Part 1/5) - matrix math => matrices are key element of neural network. it explained matrices properties simply in the video.
- Introduction to Neural Networks for C#(Class 2/16, Part 2/5) - weight matrix threshold neuron
- Introduction to Neural Networks for C#(Class 2/16, Part 3/5) - matrix construction => create at C#
- Introduction to Neural Networks for C#(Class 2/16, Part 4/5) - matrix mathematics, dot product
- Introduction to Neural Networks for C#(Class 2/16, Part 5/5) - bipolar matrix
- https://www.youtube.com/watch?v=kgxzMFJNzHs&list=PLCC0E1DFFA8165234
- https://www.youtube.com/watch?v=JPbevOBhh5s&index=2&list=PLCC0E1DFFA8165234
- https://www.youtube.com/watch?v=MI_LdzdKl7c&index=3&list=PLCC0E1DFFA8165234
- https://www.youtube.com/watch?v=MQ6sx0XDC8Y&list=PLCC0E1DFFA8165234&index=4
- https://www.youtube.com/watch?v=HPWESOZpxgs&list=PLCC0E1DFFA8165234&index=5
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