Amirreza Heidari

6 Questions 3 Answers 0 Followers

Questions related from Amirreza Heidari

ٌWhat are the best machine learning algorithms for time series forecasting?

I am familiar with LSTM neural networks which work well for energy demand forecasting. However, I would like to compare its performance with the two other machine learning methods. What are the...

15 September 2019 7,014 7 View

For learning and using Machine leaning is it necessary to have a computer science background?

Hello, I have seen interesting studies on energy which use Machine Learning algorithms. As I have a mechanical engineering background I am not sure if I can learn and use machine learning. Is it...

12 May 2019 1,842 4 View

Is Aspen able to do the optimal design of a heat and mass integration network?

I am going to find the optimal heat and mass integration in a plant. In this plant different streams have variable flow rate over time. I am going to determine the optimum heat exchange network...

20 March 2019 3,677 1 View

Is there any data on quality needed for different kinds of water usage in a building?

I need to know what is the required quality for different kinds of water demand in a building, like drinking, shower,...A quality index for domestic water and the required amount for every...

13 February 2019 149 1 View

What is the minimum air flow rate for the regeneration of a solid desiccant wheel?

Hello all I would like to know what is the minimum flow rate of the regeneration air flow rate in a solid desiccant wheel for a given flow rate of process air? For example can we use a flow rate...

14 September 2018 8,427 2 View

Open source dataset and python codes of Supervised Learning models for prediction of hot water use behavior

Several supervised learning models were proposed in our paper to predict the hot water use behavior of occupants. All the Python codes and the dataset are shared publicly to facilitate the...

01 January 1970 2,283 3 View