Non-Intrusive Load Monitoring (NILM), Interests and Applications

نویسندگان

چکیده

In developing effective energy management mechanisms, new concepts have been developed to provide approaches. Non-intrusive load monitoring (NILM) is an approach that was originally allow the occupants of a room identify contribution each appliance total electricity consumption through single point measurement device. The aim customers with information will enable them act as `` ` consum'actors", i.e., people who undertake change their habits for objective cause. progress artificial intelligence in its various forms (machine learning, big data, internet things) greatly contributed increase interest NILM among researchers different fields. Indeed, some are adapting this concept research areas such water, transport, health, environment and agriculture. context, applications these fields show potential benefits using approach. addition presenting non-intrusive general framework, article presents interests

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Shipboard Applications of Non-Intrusive Load Monitoring

The Non-Intrusive Load Monitor (NILM) provides a method of measuring component performance and source power quality through a single point of entry in the power distribution system. A study was performed utilizing the NILM onboard three different ships (along with experimentation in the laboratory) to determine its effectiveness in determining the state of mechanical systems through analysis of...

متن کامل

Non-Intrusive Load Monitoring

Non-Intrusive Load Monitoring (NILM) is a technique that determines the load composition of a household through a single point of measurement at the main power feed. Here we presented an unsupervised approach to determine the number of appliances in the household, their power consumption and the state of each one at any given moment.

متن کامل

Recent Approaches and Applications of Non-intrusive Load Monitoring

The Appliance Load Monitoring is vital in every energy consuming system be it commercial, residential or industrial in nature. Traditional load monitoring system, which used to be intrusive in nature require the installation of sensors to every load of interest which makes the system to be costly, time consuming and complex. Nonintrusive load monitoring (NILM) system uses the aggregated measure...

متن کامل

Evolving Non-Intrusive Load Monitoring

Non-intrusive load monitoring (NILM) identifies used appliances in a total power load according to their individual load characteristics. In this paper we propose an evolutionary optimization algorithm to identify appliances, which are modeled as on/off appliances. We evaluate our proposed evolutionary optimization by simulation with Matlab, where we use a random total load and randomly generat...

متن کامل

Improving Shipboard Applications of Non-Intrusive Load Monitoring

The Non-Intrusive Load Monitor (NILM) measures equipment performance by measuring and analyzing the source power to the equipment at a single point in the electrical system. Previous studies have proven the usefulness of the NILM system in characterizing the state of mechanical systems onboard U.S. Coast Guard vessels and at the U.S. Navy’s Land Based Engineering Site (LBES) in Philadelphia, Pe...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Journal of Nigerian Society of Physical Sciences

سال: 2023

ISSN: ['2714-4704']

DOI: https://doi.org/10.46481/jnsps.2023.1208