please check and correct below python code and give the input python program code and output run evidence. import time

import pandas as pd

import matplotlib.pyplot as plt

$$

class SimplePVSystem:

$$ def $\_\_$init$\_\_($self$)$:

$$ self.pstc $=410$ # W

$$ self.tstc $=25$ # $\backslash$u$00$b$0$C

$$ self.gamma $=-0\mathrm{.}0034$ # $/\backslash$u$00$b$0$C

$$ self.mount$\_$temp$\_$rise $=\{\text{'}$pole$\text{'}$: $25,\text{'}$a$-$frame': $30,$ 'roof': $35\}$

$$ self.months $=[\text{'}$Jan$\text{'},$ 'Feb', 'Mar', 'Apr', 'May', 'Jun',

$$ 'Jul', 'Aug', 'Sep', 'Oct', 'Nov', 'Dec'$]$

$$

$$ def calculate$\_$power$($self$,$ ambient$\_$temp, mounting$=$'roof'$)$:

$$ t$\_$cell $=$ ambient$\_$temp $+$ self.mount$\_$temp$\_$rise$[$mounting$]$

$$ p$\_$derated $=$ self.pstc $*(1+$ self.gamma $*($t$\_$cell $-$ self.tstc$))$

$$ return round$($p$\_$derated, $1)$

$$

$$ def analyze$\_$regions$($self$,$ regions$\_$data, mounting$=$'roof'$)$:

$$ results $=\{\}$

$$ timestamp $=$ int$($time$.$time$())$

$$

$$ # Calculate power for each region

$$ for region, temps in regions$\_$data.items$()$:

$$ power$\_$outputs $=[$self$.$calculate$\_$power$($temp$,$ mounting$)$ for temp in temps$]$

$$ results$[$region$]=\{\text{'}$temps$\text{'}$: temps, 'power': power$\_$outputs$\}$

$$

$$ # Save individual report

$$ filename $=$ f'report$\_\{$region$\}\_\{$timestamp$\}.$txt$\text{'}$

$$ with open$($filename$,\text{'}$w$\text{'})$ as f:

$$ f$.$write$($f$"$Analysis for $\{$region$\}\backslash$

$\{\text{'}=\text{'}*40\}\backslash$

$")$

$$ f$.$write$("\backslash$

Month$$ Temp$(\backslash$u$00$b$0$C$)$ Power$($W$)\backslash$

$")$

$$ for month, temp, power in zip$($self$.$months, temps, power$\_$outputs$)$:

$$ f$.$write$($f$"\{$month:$<10\}\{$temp:$>8\mathrm{.}1$f$\}\{$power:$>10\mathrm{.}1$f$\}\backslash$

$")$

$$ print$($f$"$Saved report for $\{$region$\}")$

$$

$$ # Create summary plot

$$ plt$.$figure$($figsize$=(12,6))$

$$ for region, data in results.items$()$:

$$ plt$.$plot$($self$.$months, data$[\text{'}$power$\text{'}],$ marker$=\text{'}$o$\text{'},$ label$=$region$)$

$$ plt$.$title$(\text{'}$PV Module Power Output by Region'$)$

$$ plt$.$xlabel$(\text{'}$Month$\text{'})$

$$ plt$.$ylabel$(\text{'}$Power Output $($W$)\text{'})$

$$ plt$.$legend$()$

$$ plt$.$grid$($True$)$

$$ plt$.$savefig$($f$\text{'}$pv$\_$analysis$\_$plot$\_\{$timestamp$\}.$png$\text{'})$

$$ plt$.$close$()$

$$

$$ # Save Excel summary

$$ df$\_$dict $=\{\}$

$$ for region, data in results.items$()$:

$$ df$\_$dict$[$region$]=$ pd$.$DataFrame$(\{$

$$ 'Month': self.months,

$$ 'Temperature': data$[\text{'}$temps$\text{'}],$

$$ 'Power': data$[\text{'}$power$\text{'}]$

$\})$

$$

$$ with pd$.$ExcelWriter$($f$\text{'}$pv$\_$summary$\_\{$timestamp$\}.$xlsx$\text{'})$ as writer:

$$ for region, df in df$\_$dict.items$()$:

$$ df$.$to$\_$excel$($writer$,$ sheet$\_$name$=$region, index$=$False$)$

$$

$$ return results

$$

# Example usage

regions $=\{$

'Sydney': $[25,26,24,22,20,18,17,19,21,23,24,25],$

$$ 'Newcastle': $[24,25,23,21,19,17,16,18,20,22,23,24],$

$$ 'Wollongong': $[23,24,22,20,18,16,15,17,19,21,22,23],$

$$ 'Central Coast': $[24,25,23,21,19,17,16,18,20,22,23,24],$

$$ 'Blue Mountains': $[20,21,19,17,15,13,12,14,16,18,19,20]$

$\}$

$$

# Run analysis

pv $=$ SimplePVSystem$()$

results $=$ pv$.$analyze$\_$regions$($regions$,$ mounting$=$'roof'$)$

$$

# Print summary statistics

print$("\backslash$

Summary Statistics:"$)$

print$("="*50)$

for region, data in results.items$()$:

$$ avg$\_$power $=$ sum$($data$[\text{'}$power$\text{'}])/$ len$($data$[\text{'}$power$\text{'}])$

$$ max$\_$power $=$ max$($data$[\text{'}$power$\text{'}])$

$$ min$\_$power $=$ min$($data$[\text{'}$power$\text{'}])$

$$ print$($f$"\ Step by Step Solution There are 3 Steps involved in it 1 Expert Approved Answer Step: 1 Unlock Question Has Been Solved by an Expert! Get step-by-step solutions from verified subject matter experts Step: 2 Unlock Step: 3 Unlock Students Have Also Explored These Related Programming Questions! Q: PLEASE complete the code IN PYTHON (URGENT) decision tree should work for four cases: i) discrete features, discrete output ii) discrete features, real output; iii) real features, discrete output;... Q: ***data.csv*** **lin_reg.py** import numpy as np import pandas as pd import matplotlib.pyplot as plt # function name: least_sq # inputs: file_name- name of the csv file # output: m(slope),... Q: Question 2 Practice with Data and Kernel SVNs (i) Following previous examples in the textbook create a training and test set from the sets X,y (without applying standardization) (ii) Fit a Kernel SVM... Q: I can not run my python code. Please give a fix of my code and provide the correct run screenshots: here are my all python codes: import pandas as pd import numpy as np import matplotlib.pyplot as... Q: PYTHON HELP PLEASE!!! CSV LINK PENGUINS_URL = 'https://gist.githubusercontent.com/anibali/c2abc8cab4a2f7b0a6518d11a67c693c/raw/3b1bb5264736bb762584104c9e7a828bef0f6ec8/penguins.csv' THANK YOU This... Q: 1.Predict Mobile App Popularity mobile applications have truly revolutionized the way products and service are used. Businesses have started to realize the potential of having an app and they have... Q: Please I need help with the result of this project copy and paste the sample code below into the Python programming app of your choice, one program at a time. RUN THE PROGRAM to make sure it's... Q: Please write a program in Python 3. Please show all output. Below is a code skeleton of a CLI program to test the functions in HW3.py In it, you will write test functions for each of the functions... Q: Overview and Requirements For this programming assignment, we are going to investigate how much "work" different sorting routines do, based on the input size and order of the data. We will record the... Q: Jupiter Notebook We have covered some of the limitations of single layer neural networks in class, but they are still powerful learning systems that provide a good way to begin learning about how to... Q: In concrete compression test, normally 150mmx150mmx150mm concrete cube samples is used for testing. Why isn't 100mmx100mmx100mm concrete cube samples used in the test instead of 150mmx150mmx150mm... Q: Define an attest engagement. Is an audit engagement an attest service? Q: 2. Declare one or more variables of the structure type, called structure variables? Q: is like art and music an adverb or adjective Previous Question Next Question Recommended Textbook More Books Programming The Iphone User Experience Developing And Designing Cocoa Touch Applications Authors: Toby Boudreaux 1st Edition 0596155468, 978-0596155469 Ask a Question and Get Instant Help! Study Help Services Sitemap Fun Definitions Become Tutor Used Textbooks Study Help Categories Recent Questions Expert Questions Campus Wear Sell Your Books Company Info Security Copyrights Privacy Policy Terms & Conditions SolutionInn Fee Scholarship Online Quiz Give Feedback, Get Rewards Get In Touch About Us Contact Us Career Jobs FAQ Student Discount Campus Ambassador Secure Payment Download Our App © 2026 SolutionInn. All Rights Reserved $