Data-Driven Occupancy Detection Hybrid Model Using Particle Swarm Optimization Based Artificial Neural Network

[1]  Jianhong Zou,et al.  A review of building occupancy measurement systems , 2020 .

[2]  Hasmat Malik,et al.  Novel Application of Relief Algorithm in Cascade ANN Model for Prognosis of Photovoltaic Maximum Power Under Sunny Outdoor Condition of Sikkim India: A Case Study , 2020 .

[3]  Atif Iqbal,et al.  Data-Driven Intelligent Model for Sale Price Prediction and Monitoring of a Building , 2020 .

[4]  H. Malik,et al.  Big-Data Analytics Based Energy Analysis and Monitoring for Multi-storey Hospital Buildings: Case Study , 2020 .

[5]  Soft Computing in Condition Monitoring and Diagnostics of Electrical and Mechanical Systems , 2020, Advances in Intelligent Systems and Computing.

[6]  Farrokh Jazizadeh,et al.  Human-in-the-loop HVAC operations: A quantitative review on occupancy, comfort, and energy-efficiency dimensions , 2019, Applied Energy.

[7]  Hasmat Malik,et al.  ANN and Multiple Linear Regression Based Modelling for Experimental Investigation of Photovoltaic Module Maximum Power Production Under Outdoor Condition of Mountainous Region , 2019, Modern Maximum Power Point Tracking Techniques for Photovoltaic Energy Systems.

[8]  Applications of Artificial Intelligence Techniques in Engineering , 2019, Advances in Intelligent Systems and Computing.

[9]  Ashish Yadav,et al.  EMD and ANN based intelligent model for bearing fault diagnosis , 2018, J. Intell. Fuzzy Syst..

[10]  Hasmat Malik,et al.  Solving nonconvex economic thermal power dispatch problem with multiple fuel system and valve point loading effect using fuzzy reinforcement learning , 2018, J. Intell. Fuzzy Syst..

[11]  Hasmat Malik,et al.  Load frequency control of a solar-diesel based isolated hybrid power system by fractional order control using partial swarm optimization , 2018, J. Intell. Fuzzy Syst..

[12]  Abdul Azeem,et al.  k-NN and ANN based deterministic and probabilistic wind speed forecasting intelligent approach , 2018, J. Intell. Fuzzy Syst..

[13]  Smriti Srivastava,et al.  Special issue on intelligent tools and techniques for signals, machines and automation , 2018, J. Intell. Fuzzy Syst..

[14]  Om Prakash Yadav,et al.  Renewable Energy Management in Multi-microgrid Under Deregulated Environment of Power Sector , 2019 .

[15]  Hasmat Malik,et al.  A Novel Intelligent Bifurcation Classification Model Based on Artificial Neural Network (ANN) , 2019 .

[16]  Hasmat Malik,et al.  Fractional Order Control and Simulation of Wind-Biomass Isolated Hybrid Power System Using Particle Swarm Optimization , 2019 .

[17]  H. Malik,et al.  Long-Term Solar Irradiance Forecast Using Artificial Neural Network: Application for Performance Prediction of Indian Cities , 2018, Advances in Intelligent Systems and Computing.

[18]  Hasmat Malik,et al.  Short-Term Wind Speed Forecasting for Power Generation in Hamirpur, Himachal Pradesh, India, Using Artificial Neural Networks , 2018, Advances in Intelligent Systems and Computing.

[19]  Hasmat Malik,et al.  PSO-NN-Based Hybrid Model for Long-Term Wind Speed Prediction: A Study on 67 Cities of India , 2019 .

[20]  Hasmat Malik,et al.  Feature Extraction Using EMD and Classifier Through Artificial Neural Networks for Gearbox Fault Diagnosis , 2019 .

[21]  Lihua Xie,et al.  Building occupancy estimation and detection: A review , 2018, Energy and Buildings.

[22]  Hasmat Malik,et al.  Artificial neural network and empirical mode decomposition based imbalance fault diagnosis of wind turbine using TurbSim, FAST and Simulink , 2017 .

[23]  Hasmat Malik,et al.  EMD and ANN based intelligent fault diagnosis model for transmission line , 2017, J. Intell. Fuzzy Syst..

[24]  Hasmat Malik,et al.  Selection of most relevant input parameters using WEKA for artificial neural network based concrete compressive strength prediction model , 2016, 2016 IEEE 7th Power India International Conference (PIICON).

[25]  Hasmat Malik,et al.  Artificial neural network based intelligent model for wind power assessment in India , 2016, 2016 IEEE 7th Power India International Conference (PIICON).

[26]  Hasmat Malik,et al.  Forearm movements classification of EMG signals using Hilbert Huang transform and artificial neural networks , 2016, 2016 IEEE 7th Power India International Conference (PIICON).

[27]  Hasmat Malik,et al.  Application of waikato environment for knowledge analysis based artificial neural network models for wind speed forecasting , 2016, 2016 IEEE 7th Power India International Conference (PIICON).

[28]  Hasmat Malik,et al.  Application of artificial neural network for long term wind speed prediction , 2016, 2016 Conference on Advances in Signal Processing (CASP).

[29]  Luis M. Candanedo,et al.  Accurate occupancy detection of an office room from light, temperature, humidity and CO2 measurements using statistical learning models , 2016 .

[30]  Hasmat Malik,et al.  Selection of most relevant input parameters using weka for artificial neural network based transmission line fault diagnosis model , 2016 .

[31]  Hasmat Malik,et al.  Application of rapid miner in ANN based prediction of solar radiation for assessment of solar energy resource potential of 76 sites in Northwestern India , 2015 .

[32]  Hasmat Malik,et al.  ANN based prediction of daily global solar radiation for photovoltaics applications , 2015, 2015 Annual IEEE India Conference (INDICON).

[33]  Hasmat Malik,et al.  Comparison of different artificial neural network techniques in prediction of solar radiation for power generation using different combinations of meterological variables , 2014, 2014 IEEE International Conference on Power Electronics, Drives and Energy Systems (PEDES).

[34]  S. Chandel,et al.  Selection of most relevant input parameters using WEKA for artificial neural network based solar radiation prediction models , 2014 .

[35]  Hasmat Malik,et al.  Application of neuro-fuzzy scheme to investigate the winding insulation paper deterioration in oil-immersed power transformer , 2013 .

[36]  Siti Zaiton Mohd Hashim,et al.  Training feedforward neural networks using hybrid particle swarm optimization and gravitational search algorithm , 2012, Appl. Math. Comput..

[37]  O. P. Rahi,et al.  Optimal Design of Power Transformer Using Genetic Algorithm , 2012, 2012 International Conference on Communication Systems and Network Technologies.