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Paradorn Pimporn. Electrical load monitoring system and missing value estimation of energy consumption of multi-unit air conditioners. Master's Degree(Information and Communication Technology for Embedded Systems). Thammasat University. Thammasat University Library. : Thammasat University, 2017.
Electrical load monitoring system and missing value estimation of energy consumption of multi-unit air conditioners
Name: Paradorn Pimporn
keyword:
Low-cost load monitoring system
;
ESP8266
Abstract:
The needs to improve efficiency of energy usage require a lot of data so that planing and optimization can be performed. In this work, we propose a low-cost load monitoring system whose wireless sensor nodes are consisted of a ESP8266 microcontroller and PZEM sensor. The ESP8266 microcontroller is widely used in many IoT projects, and has a built-in Wi-Fi module. The PZEM sensor can measure voltage and current. Furthermore, its current rating is 100A sufficient to measure most of appliances in buildings. Unfortunately, many IoT projects have a missing value problem. The main reasons of this problem are communication failure, supply failure and microcontroller failure. To prevent this problem, we also apply machine learning algorithms to estimate the missing value for our load monitoring system
Thammasat University. Thammasat University Library
Address:
BANGKOK
Email:
preserv@tu.ac.th
Name: Somsak Kittipiyakul
Role:
advisor
Created:
2017
Modified:
2021-04-19
Issued:
2021-04-19
วิทยานิพนธ์/Thesis
application/pdf
eng
DegreeName: Master of Engineering
Level: Master's Degree
Grantor: Thammasat University
©copyrights Thammasat University
RightsAccess:
ใช้เวลา
0.030943 วินาที
Paradorn Pimporn
| Title | Contributor | Type |
|---|---|---|
| Electrical load monitoring system and missing value estimation of energy consumption of multi-unit air conditioners
มหาวิทยาลัยธรรมศาสตร์ Paradorn Pimporn | Somsak Kittipiyakul | วิทยานิพนธ์/Thesis |
Somsak Kittipiyakul