Optimal sizing and operation for microgrid with renewable energy considering two types demand response

M Sugimura, MM Gamil, H Akter, N Krishna… - Journal of Renewable …, 2020 - pubs.aip.org
The integration of renewable energy sources into the power grid poses several challenges
due to their variability in output power as they primarily depend on weather conditions. As a …

An effect of machine learning techniques in electrical load forecasting and optimization of renewable energy sources

SK Panda, P Ray - Journal of The Institution of Engineers (India): Series B, 2022 - Springer
The prediction of the load from a day ahead or a week ahead is called short-term load
forecasting. STLF using ANN gives better results in the power grid because the construction …

New advanced method and cost-based indices applied to probabilistic forecasting of photovoltaic generation

A Bracale, G Carpinelli, P De Falco, R Rizzo… - Journal of Renewable …, 2016 - pubs.aip.org
The ability to forecast the production of power by photovoltaic (PV) systems accurately and
reliably is of major importance for the appropriate management of future electrical …

Optimal sizing of PV-wind-battery power system considering demand response programs

S Tobaru, F Conteh, T Senjyu… - 2017 IEEE 12th …, 2017 - ieeexplore.ieee.org
In Japan, there are many remote islands whose power systems mainly consist of internal
combustion generators, and thus, the cost of energy in these areas is expensive. Therefore …

Multi-objective optimization for smart house applied real time pricing systems

Y Miyazato, H Tahara, K Uchida… - Sustainability, 2016 - mdpi.com
A smart house generally has a Photovoltaic panel (PV), a Heat Pump (HP), a Solar Collector
(SC) and a fixed battery. Since the fixed battery can buy and store inexpensive electricity …

Design of hybrid renewable energy systems considering optimal real-time pricing

S Tobaru, CC Muarapaz, F Conteh… - 2016 IEEE Region …, 2016 - ieeexplore.ieee.org
In remote islands in Japan, there is a need to introduce renewable energy to meet the
demand, because the power system in these areas are basically composed of internal …

Multi-objective optimization for equipment capacity in off-grid smart house

Y Miyazato, S Tobaru, K Uchida, C Celestino Muarapaz… - Sustainability, 2017 - mdpi.com
Recently, the off-grid smart house has been attracting attention in Japan for considering
global warming. Moreover, the selling price of surplus power from the renewable energy …

Multi-objective design of power system introducing seawater electrolysis plant for remote Island

Y Susowake, AM Ibrahimi, MSS Danish… - … -Asia (ISGT Asia), 2018 - ieeexplore.ieee.org
This research proposes the methodology of multi-objective design of renewable energy
system which consists of photvoltaic, wind generator, battery energy storage system, fuel …

Novel 100% renewable energy power system considering real-time pricing

S Tobaru, F Conteh, T Senjyu - 2017 IEEE 3rd International …, 2017 - ieeexplore.ieee.org
This paper presents the optimal management and designing method for a novel renewable
energy system (RES) consisting of photovoltaic (PV), wind generator (WG), battery energy …

Optimal operation strategy using chance-constrained programming for cooperative multi-area small power systems in remote islands

S Tobaru, H Matayoshi, F Conteh… - Journal of Renewable …, 2017 - pubs.aip.org
Due to the depletion of fossil resources and the increase in carbon dioxide emissions,
renewable energy systems (RESs) such as photovoltaic (PV) and wind generator (WG) have …