UID:
almahu_9949385727702882
Format:
1 online resource (xii, 374 pages)
ISBN:
9781000589191
,
9781003290346
,
1003290345
,
9781000589252
,
1000589250
,
9781000589191
,
1000589196
Content:
Modeling and optimization of energy management systems for micro- and mini-grids play an important role in the fields of energy generation dispatch, system operation, protection coordination, power quality issues, and peak demand conflict with grid security. This comprehensive reference text provides an in-depth insight into these topics. This text discusses the use of meta-heuristic and artificial intelligence algorithms for developing energy management systems with energy use prediction for mini- and microgrid systems. It covers important concepts including modeling of microgrid and energy management systems, optimal protection coordination-based microgrid energy management, optimal energy dispatch with energy management systems, and peak demand management with energy management systems. Key Features: Presents a comprehensive discussion of mini- and microgrid concepts Discusses AC and DC microgrid modeling in detail Covers optimization of mini- and microgrid systems using AI and meta-heuristic techniques Provides MATLAB℗ʼ-based simulations on a mini- and microgrid Comprehensively discussing concepts of microgrids with the help of software-based simulations, this text will be useful as a reference text for graduate students and professionals in the fields of electrical engineering, electronics and communication engineering, renewable energy, and clean technology.
Note:
Chapter 1 Flexibility of Microgrids with Energy Management SystemsHooman Firoozi, Hosna Khajeh, and Hannu LaaksonenChapter 2 Hybrid Particle Swarm Optimization ⁰́₃ Artificial Neural Network Algorithm for Energy Management Kranthi Kumar, Altaf Q. H. Badar, and Sanjeevikumar PadmanabhanChapter 3 Community Microgrid Energy Scheduling Based on the Grey Wolf Optimization Algorithm Md Shafiullah, Md Ershadul Haque, Shorab Hossain, Md. Sanower Hossain, and Md Juel RanaChapter 4 Different Optimization Algorithms for Optimal Coordination of Directional Overcurrent RelaysAhmed Korashy, Salah Kamel, Abdel⁰́₀Raheem Youssef, and Francisco JuradoChapter 5 Microgrids⁰́₄A Future PerspectiveAkhil Gupta, Kamal Kant Sharma, and Gagandeep KaurChapter 6 Control Techniques for the Operation and Power Management of Smart DC Microgrids Mahesh KumarChapter 7 Analysis and Optimization of a PV-Integrated Rural Distribution NetworkP. K. Bhatt, Om Prakash Mahela, and Baseem Khan Chapter 8 Fuzzy C⁰́₀Means Clustering and K⁰́₀NN Regression-Based Protection Scheme for Transmission LinesAmit Kumar Gangwar and Abdul Gafoor ShaikChapter 9 Estimation of Solar Insolation Along with Worldwide Airports Situated on Different Latitude Locations: A Case Study of Rajasthan State, India Gori Shanakr Sharma, Om Prakash Mahela, Baseem Khan, and Akhil Ranjan GargChapter 10 An Algorithm For Identification of Multiple Power Quality Disturbances Om Prakash Mahela, Shruti Rathore, Shoyab Ali, and Baseem KhanChapter 11 Recognition of Simple Power Quality DisturbancesUsing Wavelet Packet-Based Fast Kurtogram and Ruled Decision Tree AlgorithmOm Prakash Mahela, Anup Singh, Sunil Agarwal, and Baseem KhanChapter 12 Identification of Transmission Line Faults Using Voltage-Based Stockwell Transform Features and Decision Rules Supported Fault Classification Om Prakash Mahela, Vishnu Dutt Sharma, Sunil Agarwal, and Baseem KhanChapter 13 Algorithm Based on Harmonic Wavelet Transform and Rule-Based Decision Tree for Detection and Classification of Transmission Line Faults Rajendra Mahla, Neeraj Gupta, and Akhil Ranjan GargChapter 14 A Voltage-Based Algorithm Using the Gabor Wigner Distribution and Rule-Based Decision Tree for the Detection of Transmission Line FaultsRajendra Mahla, Ravi Kishor Ranjan, Baseem Khan, and Om Prakash MahelaChapter 15 Power Quality Estimation and Event Detection in a Distribution System in the Presence of Renewable Energy Rajkumar Kaushik, Pramod Kumar Bhatt, and Om Prakash MahelaChapter 16 Recognition and Categorization of PQ Disturbances Using a Power Quality Index and Mesh PlotsOm Prakash Mahela, Shoyab Ali, Shruti Rathore, Baseem Khan, Krishan Gopal Sharma, and Akhil Ranjan Garg
Language:
English
Keywords:
Electronic books.
URL:
https://www.taylorfrancis.com/books/9781003290346
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