Integrating optimal bess sizing with photovoltaic power plant prediction using support vector regression

Nowadays, artificial intelligent (AI) has growing rapidly with the technology advancement. One of the most popular section of AI is the machine learning (ML) which is applied widely for predictive analysis. Apart from that, the optimization algorithms are also from a section of AI are also popularly...

Full description

Bibliographic Details
Main Author:	Tan, Xi Ning
Format:	Dissertation
Language:	English
Published:	Universiti Teknologi Malaysia 2026
Subjects:	General Works::Technology::Electrical engineering. Electronics Nuclear engineering General Works::Technology::Environmental technology. Sanitary engineering General Works::Science::Electronic computers. Computer science Sustainable Development Goals (SDG)::Affordable and Clean Energy (SDG 7
Online Access:	https://utmik.utm.my/handle/123456789/190071
Abstract	Abstract here

Similar Items

Rural electrification through off grid solar with BESS for palm oil plantation in Sabah
by: Rusli, Nur Alia
Published: (2026)

Harmonic mitigation in pv-bess using a shunt active power filter
by: Pei, Aiyao
Published: (2026)

Sizing and economic evaluation for a residential building-integrated photovoltaic system in Malaysia
by: Omer Yassin, Omer Mohammed
Published: (2026)

Improved gradient-based optimization algorithm in off-grid and grid-connected solar photovoltaic system
by: Masoud, Saleh
Published: (2026)

Autonomous hybrid system combining wind turbine, photovoltaics, diesel generator, and battery storage for remote location
by: Mustafar, Muhamad Azharudin
Published: (2026)

Partial discharge pattern recognition using deep learning method
by: Zulkapli, Qistina Zareen
Published: (2026)

Distributed generation and energy storage optimization using predictive rule-based energy management and adaptive hybrid metaheuristic algorithm
by: M. Saud, Muhammad Noor
Published: (2026)

Influence of ammonium nitrogen and chemical oxygen demand on leachate treatment and electricity generation using microbial fuel cell
by: Ishaq, Aliyu
Published: (2026)

Analysis of voltage stability in a microgrid system based on IEEE 14-Bus Model: impact of system disturbances, renewable energy integration, and implementation of STATCOM
by: Chan, Eric Rudolphe Sai Hong
Published: (2026)

An energy efficient green data center’s energy optimization with the help of a hybrid model for sustainable operation
by: Reza Khan, Fariha
Published: (2026)

Design and development of a 300W sodium ion based portable energy system
by: Mahmoud Iraqi, Mahmoud Amin
Published: (2026)

Peer-to-Peer (P2P) Renewable Energy trading system by addressing power losses compensation
by: Rosli, Nur Athirah
Published: (2026)

Dynamic analysis on multiple arrays of floating offshore wind farm using OC5-DeepCwind floater with shared mooring systems
by: Tong, Wen Jie
Published: (2026)

Appropriate types and ratios of shading devices for educational buildings in Universiti Teknologi Malaysia
by: Jian, Peng
Published: (2026)

Distributed Generation and Energy Storage Optimization using Predictive Rule-Based Energy Management and Adaptive Hybrid Metaheuristic Algorithm
by: M. Saud, Muhammad Noor
Published: (2026)

A unit commitment optimization model integrated with renewable energy sources through artificial neural networks
by: Hussein Omar, Mohammed Khaled
Published: (2026)

The design of a low-power fully digtal adc with 130nm CMOS technology
by: Hoe, Liew Chun
Published: (2026)

Breakdown and polarization current characteristics of polypropylene/ethylene-propylene-diene monomer blends
by: Huang, Baozhu
Published: (2026)

Temperature effect on the AC breakdown voltage of transformer insulation paper immersed in vegetable oil
by: Kevin, Baguma
Published: (2026)

Evaluation of greenhouse gas emissions from scaled-up Hybrid-OTEC system in Malaysia using life cycle assessment
by: Phua, Hui Chi
Published: (2026)

Temperature monitoring of mosfet using fiber bragg grating (FBG) technology
by: Ali Al-Maashani, Yousaf Salim
Published: (2026)

Energy management strategy for a smarter community using model-based predictive dispatch strategy
by: Yu, Tian
Published: (2026)

Optimal planning of oil palm biomass cogeneration plant
by: Zailan, Roziah
Published: (2026)

Optimal distributed generation allocation in distribution networks using hybrid optimization algorithm
by: Fang Haxou
Published: (2026)

Radiation shielding and thermal analysis of dry cask for training, research, isotopes general atomics reactor spent nuclear fuel using Monte Carlo N-particle and solidworks simulation codes
by: Syamsul Bahri, Nurlaila
Published: (2026)

Sungai Klang flood forecasting model using logistic regression, random forest, support vector machines and artificial neural network
by: Yahaya, Hannah Najwa
Published: (2026)

Hybrid particle swarm optimization and deep learning regression for pid control tuning in industrial electrohydraulic actuator system
by: Siddiq, Muhammad Rifqi
Published: (2026)

Harmonic analysis of non-linear loads and mitigation strategies via active power filtering
by: Rui, Zhou
Published: (2026)

Solar light concentrator of fiber optic daylighting system using parabolic and hyperbolic reflectors
by: Mohamed, Mohamud Ahmed
Published: (2026)

Well composite logs and 3d seismic interpretation of depositional environment in beta field, north malay basin
by: Bashiron, Nahdhattunnissaa’
Published: (2026)

Optimization and characterization of acetic acid hydrolyzed cassava starch nanoparticles
by: Harun, Zakiah
Published: (2026)

Mesoporous heteropoly acid incorporated chitosan membrane for direct methanol fuel cell
by: N Ravichandran, Thareny
Published: (2026)

Sizing and simulation of PV system with energy storage under Malaysia’s condition
by: Misri, Amir Anas
Published: (2026)

Gasification of tar model compounds for production of syngas using nickel-based catalyst
by: Alir, Afizah
Published: (2026)

An integrated approach for solving complex injected water flow paths in a highly heterogeneous naturally fractured bugani field
by: Mohamed Nefati Nami Tarhuni
Published: (2026)

Synthesis of nickel-cesium supported on fibrous silica -alumina for syngas production via dry reforming of methane
by: Owgi, Abdelrahman Hamad Khalifa
Published: (2026)

Zeolitic imidazolate framework-8 incorporated polysulfone braid reinforced hollow fiber membrane for natural gas purification
by: Imtiaz, Aniqa
Published: (2026)

Layered double hydroxide/ aluminium oxide reinforced crosslinked polyethylene as electrical insulator
by: Abdul Razak, Nurul Iman
Published: (2026)

Sulfonated poly ether ether ketone incorporated with epoxidized natural rubber membrane for direct methanol fuel cell
by: Wan Mohd Noral Azman, Wan Noor Ezianti
Published: (2026)

Steam reforming of toluene over nickel-cobalt supported modified-palm kernel shell-based activated carbon catalyst for hydrogen production
by: Mohidin Yahya, Hamdya Sabrina
Published: (2026)