# Simple Linear Regression

IntroductionHVAC systems typically consume around 70% of a base building’s energy usage, with 25-35% of energy consumed by chillers producing chilled water for air-conditioning. Therefore, the efficiency of chillers and the optimization of their performance within the HVAC systems they operate are important in achieving high performance.Purpose of the AssignmentIn this assignment a one-year historical data (refer to Daily Chilled water-1 excel file attached) for a chiller within a building has been measured. The main aims of this assignment are that students· Taste the flavor of forecasting methods within buildings.· Understand basic concepts of short-term/midterm forecasting.· Learn how to· capture the salient features using different regression models· build regression models using Excel· justify how well the models have fitted the data· develop a model for one day ahead load forecastingQuestionsStudents must answer the following question in details.1. Plot the data and apply the simple linear regression (SLR) model and second order regression (SOR) model for the chilled water and HDD. In both cases, find the mathematical models for producing daily chilled water as well.2. Use the obtained models above to forecast the chilled water that you would expect for the next January (2014) if the HDD varies as shown in Table 1 (attached).3. Apply multiple linear regression (MLR) model for the chilled water and all parameters impacting the amount of chilled water. Find the mathematical model for producing daily chilled water as well.4. Use the obtained MLR model above to forecast the chilled water that you would expect for the next January (2014) if the RH, Tdew-C and HDD vary as shown in Table 1.5. Calculate MAPE and RMSE for each model (SLR, SOR, and MLR) and discuss which model(s) is more fitted with the historical data?For more information on Simple Linear Regression check on:https://en.wikipedia.org/wiki/Simple_linear_regression

Don't use plagiarized sources. Get Your Custom Essay on
Simple Linear Regression
Just from \$13/Page
Pages (550 words)
Approximate price: -

Why Choose Us

Quality Papers

At Acme Writers, we always aim at 100% customer satisfaction. As such, we never compromise o the quality of our homework services. Our homework helpers ensure that they craft each paper carefully to match the requirements of the instruction form.

With Acme Writers, every student is guaranteed high-quality, professionally written papers. We ensure that we hire individuals with high academic qualifications who can maintain our quality policy. These writers undergo further training to sharpen their writing skills, making them more competent in writing academic papers.

Affordable Prices

Our company maintains a fair pricing system for all academic writing services to ensure affordability. Our pricing system generates quotations based on the properties of individual papers.

On-Time delivery

Acme Writers guarantees all students of swift delivery of papers. We understand that time is an essential factor in the academic world. Therefore, we ensure that we deliver the paper on or before the agreed date to give students ample time for reviewing.

100% Originality

Acme Writers maintains a zero-plagiarism policy in all papers. As such, Acme Writers professional academic writers ensure that they use the students’ instructions to deliver plagiarism-free papers. We are very keen on avoiding any chance of similarities with previous papers.

Our customer support works around the clock to provide students with assistance or guidance at any time of the day. Students can always communicate with us through our live chat system or our email and receive instant responses. Feel free to contact us via the Chat window or support email: support@Acme Writers.

Try it now!

## Calculate the price of your order

You will get a personal manager and a discount.
We'll send you the first draft for approval by at
Total price:
\$0.00

How it works?

Fill in the order form and provide all details of your assignment.

Proceed with the payment

Choose the payment system that suits you most.

Our Samples

Our writers complete papers strictly according to your instructions and needs, no matter what university, college, or high school you study in.

Categories
All samples
Analysis (any type)
Argumentative essays
Dissertation/Dissertation chapter
Analysis (any type)
Political science
4
Argumentative essays
Is euthanasia ethical or not?
Nursing
3
Dissertation/Dissertation chapter
Videoconferencing as a teaching tool
Education
10

Our Homework Writing Services

Acme Writers holds a reputation for being a platform that provides high-quality homework writing services. All you need to do is provide us with all the necessary requirements of the paper and wait for quality results.

## Essay Writing Services

At Acme Writers, we have highly qualified academic gurus who will offer great assistance towards completing your essays. Our homework writing service providers are well-versed with all the aspects of developing high-quality and relevant essays.