The energy sector holds the key in accelerating the economic growth of India. To achieve Economic Growth, we need to and have to use more and more energy to increase the pace of development. On the consumption front, the industrial sector in India is a major energy user accounting for about 52 percent of commercial energy consumption. Electrical energy and thermal energy constitutes the major o...

This paper aims to develop a hybrid model for forecasting electrical energy consumption of households based on Particle Swarm Optimization (PSO) algorithm associated with the Grey and Adaptive Neuro-Fuzzy Inference System (ANFIS). proposes new Grey-ANFIS-PSO that is historical data from smart meters in order estimate improve accuracy consumption. will be characterized by coefficients such as Ro...

Heating is a significant expenditure of many households today but the actual power consumption of the heating devices are seldom recognized. To help people understand and reflect upon their domestic energy consumption, we have designed an electrical radiator that emits heat entirely from light bulbs. This appliance responds to temperature changes in the room via sensors. The idea was to combine...

In conjunction with the 4th Industrial Revolution, many industries are implementing systems to collect data on energy consumption be able make informed decision scheduling processes and manufacturing in factories. Companies can now use this historical forecast expected for cost management. This research proposes of a Temporal Convolutional Neural Network (TCN) dilated causal convolutional layer...