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日期:2024-05-06 12:03

CT60A9600 [Lahti] Spring 2024

Renewable Energy Plant System (REPS)

General Overview

A Renewable Energy Plant (REP) is a multigeneration energy system plant that manages the

production of renewable energy for cities, industries and so on.

Renewable energy sources are usually accessible at any location in the world, depending on

the type. Also, using renewable energy resources has several advantages and benefits

compared to conventional energy sources.

The REP is equipped with software that controls everything in the plant, e.g., from energy

production to site surveillance. In order to do that, it collects information from sensors and

cameras. Sensors collect, elaborate, and send to a server control room data about the health

of the production system, such as the production of energy/hour, while cameras register and

send videos to the Server staff room of what is happening in the plant, such as the circulation

of people and transportation means (for surveillance activity) or the exchange of stuff by truck

loading.

Not necessarily everything has to be sent to the server and remotely processed. A local

subsystem (e.g. embedded processing in cameras) can be considered, for example, as based

on a framework for embedded image processing.

The REP software is also aimed at improving energy production by, for example, moving the

solar panels to accurately follow the sun, or moving the wind turbines to follow the wind

direction. Also, REP can suggest changing production stuff for any reason, e.g., due to less

energy production for ageing.

CT60A9600 [Lahti] Spring 2024

Implementation Goals

Your group has been hired by a renewable energy company to design and build a renewable

energy plant system. The goal of the project is to create a functional and efficient power plant

that harnesses renewable energy sources to generate electricity for local communities. The

power plant must be reliable, sustainable, and cost-effective. You are required to implement

the following use cases:

1. The system should be designed to monitor and control the power plant's renewable

energy sources, including solar panels, wind turbines, and hydropower.

2. The system should be capable of collecting data related to the energy generated by

renewable sources and storing it in a file.

3. The system should provide a view of the power plant's energy generation and storage

capacity, allowing operators to adjust the power plant's operation as needed. This

view should show the data stored in the file.

4. The system should be able to analyse the data collected from renewable sources. It

should be possible to filter the data on an hourly, daily, weekly and monthly basis. It

should be possible to sort the data where possible. It must allow a user to search for

required data stored in the system.

Data Analysis should include:

? Mean: the average, which is found by adding up all the values in a set of data

and dividing it by the total number of values you added together.

? Median: the middle number in the set of values. You find it by putting the

numbers in order from the smallest to largest and covering up one number on

each end until you get to the middle.

? Mode: the number or value most often in the set. To find the mode, you need

to count how many times each value appears.

? Range: the difference between the lowest and the highest value. To work it

out, simply subtract the lowest value from the highest.

? Midrange: the number that is exactly halfway between the minimum and

maximum numbers in a set of data. To work out the midrange, you must find

the sum of both the smallest and largest, and divide it by 2.

5. The system should be able to detect and handle issues with renewable energy sources,

such as low energy output, and equipment malfunction, generating alerts for the

operators accordingly.

Note:

Make sure to follow the Scala style guide and use appropriate naming conventions for

variables, functions, and classes. Your code should be well-organized, welldocumented, and easy to read. All the functionality and code structure must follow

the Functional Programming paradigm where:

? Data immutability is ensured.

? Iterative works are done with the help of recursion.

? Higher-order functions are used to accomplish tasks.

CT60A9600 [Lahti] Spring 2024

? Error handling in a functional way. Do this as much as you can. We don’t expect

perfectionism at this point.

? Demonstrate the other learned concepts as much as you can, e.g., type

parameterization, currying, etc.

Implement the file I/O in a non-functional way in Scala – the usual way of imperative

languages. Better to do I/O either with .xls or .csv files; it is relatively easier.


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