Abstract
Energy is a crucial prerequisite for personal activities and civilization since it fuels important everyday services and infrastructure. The primary source of pollution is global energy usage. Buildings have the second-highest power consumption in the world. As a consequence, increasing buildings' energy efficiency will help both the economy and the environment. Home Energy Management Systems (HEMS) are often applied in buildings to monitor actual consumption and schedule device operation to cut energy costs. Heating, Ventilation, and Air Conditioning (HVAC) systems, light loads, and other appliances used to improve indoor comfort have a significant impact on energy consumption. All interior heats have been considered while running the HVAC system. The lighting system in the proposed model can operate efficiently by considering outdoor illuminance. This article analyses energy consumption performance in five Indian metro cities: Chennai, Kolkata, Mumbai, Delhi, and Jaipur residential buildings using four meta-heuristic techniques. From the statistical and boxplot analysis, Hill Climbing (HC) has shown its effectiveness when compared to the other three techniques: Sine Cosine Algorithm (SCA), Modified Sine Cosine Algorithm (MSCA), and Arithmetic Optimization Algorithm (AOA). , HC outperforms AOA by 0.15%, while HC outperforms SCA and MSCA by approximately 30%.
| Original language | English |
|---|---|
| Title of host publication | 2022 IEEE IAS Global Conference on Emerging Technologies, GlobConET 2022 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 930-935 |
| Number of pages | 6 |
| ISBN (Electronic) | 9781665443579 |
| DOIs | |
| Publication status | Published - 2022 |
| Externally published | Yes |
| Event | 1st IEEE IAS Global Conference on Emerging Technologies, GlobConET 2022 - Virtual, Arad, Romania Duration: 20 May 2022 → 22 May 2022 |
Publication series
| Name | 2022 IEEE IAS Global Conference on Emerging Technologies, GlobConET 2022 |
|---|
Conference
| Conference | 1st IEEE IAS Global Conference on Emerging Technologies, GlobConET 2022 |
|---|---|
| Country/Territory | Romania |
| City | Virtual, Arad |
| Period | 20/05/22 → 22/05/22 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 7 Affordable and Clean Energy
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SDG 11 Sustainable Cities and Communities
Keywords
- Heating
- Home Energy Management System
- Lighting System
- Ventilation and Air Conditioning System
ASJC Scopus subject areas
- Artificial Intelligence
- Computer Vision and Pattern Recognition
- Energy Engineering and Power Technology
- Electrical and Electronic Engineering
- Mechanical Engineering
- Safety, Risk, Reliability and Quality
- Media Technology
- Instrumentation
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