AI-empowered methods for smart energy consumption: A review of load forecasting, anomaly detection and demand response
This comprehensive review paper aims to provide an in-depth analysis of the most recent
developments in the applications of artificial intelligence (AI) techniques, with an emphasis …
developments in the applications of artificial intelligence (AI) techniques, with an emphasis …
A real-time electrical load forecasting and unsupervised anomaly detection framework
We propose a unified machine learning (ML) framework for simultaneously performing
electrical load forecasting and unsupervised anomaly detection in real time. For load …
electrical load forecasting and unsupervised anomaly detection in real time. For load …
[PDF][PDF] A review: Introduction and understanding of load forecasting
Load forecasting is a process of predicting future load demand. It is very important function
in electrical power system. This paper deals with the review and understanding about the …
in electrical power system. This paper deals with the review and understanding about the …
A novel error-output recurrent two-layer extreme learning machine for multi-step time series prediction
With the development of industry and technology, the development of the environment and
cities has drawn lots of attention. Time series prediction plays a vital role in protecting the …
cities has drawn lots of attention. Time series prediction plays a vital role in protecting the …
Electrical load forecasting using fuzzy system
M Faysal, MM Murad, MJ Islam - 2019 - 103.133.167.11
In this project work, we develop a Fuzzy system to forecast electrical load in both short and
longterm basis. Here, we consider temperature, humidity, seasons of a year and time …
longterm basis. Here, we consider temperature, humidity, seasons of a year and time …
[PDF][PDF] Electrical Load Forecasting Using Machine Learning Methods, RNN and LSTM''
Electrical load forecasting plays an important task in electric utilities for planning the
generation, transmission and distribution system. The other application of load forecasting is …
generation, transmission and distribution system. The other application of load forecasting is …
A multi-phase ensemble model for long term hourly load forecasting
K Bhatia, R Mittal, MM Tripathi - 2020 IEEE 7th international …, 2020 - ieeexplore.ieee.org
Long-term projection of electricity demand is necessary for strategizing production,
transmission, distribution and grid expansion in power systems. In this work, we propose a …
transmission, distribution and grid expansion in power systems. In this work, we propose a …
Genomics and neural networks in electrical load forecasting with computational intelligence
P Theerthagiri - Data Science for Genomics, 2023 - Elsevier
Background: Electrical load forecasting plays an important task in electric utilities for
planning the generation, transmission, and distribution systems. The other applications of …
planning the generation, transmission, and distribution systems. The other applications of …
[PDF][PDF] Solar based electrical power generation forecasting using time series models
The rapid growth of solar power (plant) installation in various countries can be beneficial to
environment, but at the same time the interconnected solar panels to power grids can …
environment, but at the same time the interconnected solar panels to power grids can …
Big Data Workflows: DSL-based Specification and Software Containers for Scalable Execution
Y Dejene Dessalk - 2020 - diva-portal.org
Accurate long-term energy consumption forecasting of industrial entities is of interest to
distribution companies as it can potentially help reduce their churn and offer support in …
distribution companies as it can potentially help reduce their churn and offer support in …