1. Advances in non-intrusive load monitoring for the industrial domain: Challenges, insights, and path forward. (2025). Yaniv, Arbel ; Beck, Yuval.
   In: Renewable and Sustainable Energy Reviews.
   RePEc:eee:rensus:v:210:y:2025:i:c:s1364032124008621.

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1. Abubakar, I ; Khalid, S N ; Mustafa, M W ; Shareef, Hussain ; Mustapha, M Application of load monitoring in appliances’ energy management – A review. 2017 Renew Sustain Energy Rev. 67 235-245

2. Adabi, Ali ; Mantey, Patrick ; Holmegaard, Emil ; Kjaergaard, Mikkel Baun Status and challenges of residential and industrial non-intrusive load monitoring. 2015 En : 2015 IEEE conference on technologies for sustainability. :
   Paper not yet in RePEc: Add citation now
   
3. Angelis, Georgios F. ; Timplalexis, Christos ; Salamanis, Athanasios I. ; Krinidis, Stelios ; Ioannidis, Dimosthenis ; Kehagias, Dionysios ; Tzovaras, Dimitrios Energformer: A new transformer model for energy disaggregation. 2023 IEEE Trans Consum Electron. 69 308-320
   Paper not yet in RePEc: Add citation now
   
4. Arunthavanathan, Rajeevan ; Khan, Faisal ; Ahmed, Salim ; Imtiaz, Syed An analysis of process fault diagnosis methods from safety perspectives. 2021 Comput Chem Eng. 145 -
   Paper not yet in RePEc: Add citation now
   
5. Bandeira de Mello Martins, Pedro ; Barbosa Nascimento, Vagner ; de Freitas, Antônio Renato ; Bittencourt e Silva, Pedro ; Guimarães Duarte Pinto, Raphael Industrial machines dataset for electrical load disaggregation. 2018 :
   Paper not yet in RePEc: Add citation now
   
6. Batra, Nipun ; Kelly, Jack ; Parson, Oliver ; Dutta, Haimonti ; Knottenbelt, William ; Rogers, Alex ; Singh, Amarjeet ; Srivastava, Mani NILMTK: An open source toolkit for non-intrusive load monitoring. 2014 En : Proceedings of the 5th international conference on future energy systems. Association for Computing Machinery: New York, NY, USA
   Paper not yet in RePEc: Add citation now
   
7. Batra, Nipun ; Parson, Oliver ; Berges, Mario ; Singh, Amarjeet ; Rogers, Alex A comparison of non-intrusive load monitoring methods for commercial and residential buildings. 2014 :
   Paper not yet in RePEc: Add citation now
   
8. Bellinguer, Kevin ; Girard, Robin ; Bocquet, Alexis ; Chevalier, Antoine ELMAS: a one-year dataset of hourly electrical load profiles from 424 french industrial and tertiary sectors. 2023 Sci Data. 10 -
   Paper not yet in RePEc: Add citation now
   
9. Bermeo-Ayerbe, Miguel Angel ; Ocampo-Martinez, Carlos ; Diaz-Rozo, Javier Non-intrusive condition monitoring based on event detection and functional data clustering. 2023 Eng Appl Artif Intell. 124 -
   Paper not yet in RePEc: Add citation now
   
10. Bernard, Timo ; Verbunt, Martin ; Bögel, Gerd vom ; Wellmann, Thorsten Non-intrusive load monitoring (NILM): Unsupervised machine learning and feature fusion : Energy management for private and industrial applications. 2018 En : 2018 international conference on smart grid and clean energy technologies. :
    Paper not yet in RePEc: Add citation now
    
11. Bischof Simon, Trittenbach Holger, Vollmer Michael, Werle Dominik, Blank Thomas, Böhm Klemens. HIPE: An Energy-Status-Data Set from Industrial Production. In: Proc. of the 9th int. conf. on future energy systems. New York, NY, USA; 2018, p. 599–603.
    Paper not yet in RePEc: Add citation now
    

12. Bousbiat, Hafsa ; Himeur, Yassine ; Varlamis, Iraklis ; Bensaali, Faycal ; Amira, Abbes Neural load disaggregation: Meta-analysis, federated learning and beyond. 2023 Energies. 16 -

13. Brucke, Karoline ; Arens, Stefan ; Telle, Jan-Simon ; Schlüters, Sunke ; Hanke, Benedikt ; von Maydell, Karsten ; Agert, Carsten Particle swarm optimization for energy disaggregation in industrial and commercial buildings. 2020 :
    Paper not yet in RePEc: Add citation now
    
14. Cao, Keyan ; Liu, Yefan ; Meng, Gongjie ; Sun, Qimeng An overview on edge computing research. 2020 IEEE Access. 8 85714-85728
    Paper not yet in RePEc: Add citation now
    

15. Carrie Armel, K. ; Gupta, Abhay ; Shrimali, Gireesh ; Albert, Adrian Is disaggregation the holy grail of energy efficiency? The case of electricity. 2013 Energy Policy. 52 213-234

16. Castellani, Andrea ; Schmitt, Sebastian ; Hammer, Barbara Estimating the electrical power output of industrial devices with end-to-end time-series classification in the presence of label noise. 2021 En : Machine learning and knowledge discovery in databases. Research track. Springer International Publishing: Cham
    Paper not yet in RePEc: Add citation now
    
17. Chang, Hsueh-Hsien ; Chen, Kun-Long ; Tsai, Yuan-Pin ; Lee, Wei-Jen A new measurement method for power signatures of nonintrusive demand monitoring and load identification. 2012 IEEE Trans Ind Appl. 48 764-771
    Paper not yet in RePEc: Add citation now
    
18. Chen, Zhiyi ; Amani, Ali Moradi ; Yu, Xinghuo ; Jalili, Mahdi Control and optimisation of power grids using smart meter data: A review. 2023 Sensors. 23 -
    Paper not yet in RePEc: Add citation now
    
19. Cozzi, L. Net zero by 2050 - a global pathway to keep the 1.5°C goal in reach (2023 update). 2023 International Energy Agency:
    Paper not yet in RePEc: Add citation now
    
20. Dai, Wenbin ; Nishi, Hiroaki ; Vyatkin, Valeriy ; Huang, Victor ; Shi, Yang ; Guan, Xinping Industrial edge computing: Enabling embedded intelligence. 2019 IEEE Ind Electron Mag. 13 48-56
    Paper not yet in RePEc: Add citation now
    
21. Directorate-General for Research and Innovation, Industry 5.0, a transformative vision for Europe. 2022 European Commission:
    Paper not yet in RePEc: Add citation now
    
22. European Commission, Smart grid and meters. 2024 :
    Paper not yet in RePEc: Add citation now
    
23. Fahad, Muhammad ; Naqvi, Syed Asad Ali ; Atir, Muhammad ; Zubair, Muhammad ; Shehzad, Muhammad Musharaf Energy management in a manufacturing industry through layout design. 2017 Procedia Manuf. 8 168-174
    Paper not yet in RePEc: Add citation now
    
24. Faustine, Anthony ; Pereira, Lucas Applying symmetrical component transform for industrial appliance classification in non-intrusive load monitoring. 2023 En : ICASSP 2023 - 2023 IEEE international conference on acoustics, speech and signal processing. :
    Paper not yet in RePEc: Add citation now
    

25. Faustine, Anthony ; Pereira, Lucas Improved appliance classification in non-intrusive load monitoring using weighted recurrence graph and convolutional neural networks. 2020 Energies. 13 -

26. Faustine, Anthony ; Pereira, Lucas ; Klemenjak, Christoph Adaptive weighted recurrence graphs for appliance recognition in non-intrusive load monitoring. 2021 IEEE Trans Smart Grid. 12 398-406
    Paper not yet in RePEc: Add citation now
    
27. Gopinath, R. ; Kumar, Mukesh ; Prakash Chandra Joshua, C. ; Srinivas, Kota Energy management using non-intrusive load monitoring techniques – state-of-the-art and future research directions. 2020 Sustainable Cities Soc. 62 -
    Paper not yet in RePEc: Add citation now
    
28. Gowrienanthan, B. ; Kiruthihan, N. ; Rathnayake, K.D.I.S. ; Kiruthikan, S. ; Logeeshan, V. ; Kumarawadu, S. ; Wanigasekara, C. Deep learning based non-intrusive load monitoring for a three-phase system. 2023 IEEE Access. 11 49337-49349
    Paper not yet in RePEc: Add citation now
    
29. Güngör, Vehbi C. ; Sahin, Dilan ; Kocak, Taskin ; Ergüt, Salih ; Buccella, Concettina ; Cecati, Carlo ; Hancke, Gerhard P. Smart grid technologies: Communication technologies and standards. 2011 IEEE Trans Ind Inf. 7 529-539
    Paper not yet in RePEc: Add citation now
    
30. Harell, Alon ; Makonin, Stephen ; Bajić, Ivan V. Wavenilm: A causal neural network for power disaggregation from the complex power signal. 2019 En : ICASSP 2019 - 2019 IEEE international conference on acoustics, speech and signal processing. :
    Paper not yet in RePEc: Add citation now
    
31. Hart, G.W. Nonintrusive appliance load monitoring. 1992 Proc IEEE. 80 1870-1891
    Paper not yet in RePEc: Add citation now
    

32. Hasan, A. S. M. Monjurul ; Trianni, Andrea A review of energy management assessment models for industrial energy efficiency. 2020 Energies. 13 -

33. Himeur, Yassine ; Alsalemi, Abdullah ; Bensaali, Faycal ; Amira, Abbes Effective non-intrusive load monitoring of buildings based on a novel multi-descriptor fusion with dimensionality reduction. 2020 Appl Energy. 279 -

34. Holmegaard, Emil ; Baun Kjaergaard, Mikkel NILM in an industrial setting: A load characterization and algorithm evaluation. 2016 En : 2016 IEEE international conference on smart computing. :
    Paper not yet in RePEc: Add citation now
    

35. Hosseini, Sayed Saeed ; Agbossou, Kodjo ; Kelouwani, Sousso ; Cardenas, Alben Non-intrusive load monitoring through home energy management systems: A comprehensive review. 2017 Renew Sustain Energy Rev. 79 1266-1274

36. Hu, Yusha ; Li, Jigeng ; Hong, Mengna ; Ren, Jingzheng ; Man, Yi Industrial artificial intelligence based energy management system: Integrated framework for electricity load forecasting and fault prediction. 2022 Energy. 244 -

37. Hu, Zhuangli ; Li, Canbing ; Cao, Yijia ; Fang, Baling ; He, Lina ; Zhang, Mi How smart grid contributes to energy sustainability. 2014 Energy Procedia. 61 858-861
    Paper not yet in RePEc: Add citation now
    
38. Huang, Gang ; Zhou, Zhou ; Wu, Fei ; Hua, Wei Physics-informed time-aware neural networks for industrial nonintrusive load monitoring. 2023 IEEE Trans Ind Inf. 19 7312-7322
    Paper not yet in RePEc: Add citation now
    

39. Huber, Patrick ; Calatroni, Alberto ; Rumsch, Andreas ; Paice, Andrew Review on deep neural networks applied to low-frequency NILM. 2021 Energies. 14 -

40. Huchtkoetter, Jana ; Reinhardt, Andreas On the impact of temporal data resolution on the accuracy of non-intrusive load monitoring. 2020 En : Proceedings of the 7th ACM international conference on systems for energy-efficient buildings, cities, and transportation. Association for Computing Machinery: New York, NY, USA
    Paper not yet in RePEc: Add citation now
    
41. Hur, Cheong-Hwan Semi-supervised domain adaptation for multi-label classification on nonintrusive load monitoring. 2022 Sensors. 22 -
    Paper not yet in RePEc: Add citation now
    
42. Ibrahim, Charles ; Mougharbel, Imad ; Kanaan, Hadi Y. ; Georges, Semaan W. ; Daher, Nivine Abou ; Saad, Maarouf Industrial loads used as virtual resources for a cost-effective optimized power distribution. 2020 IEEE Access. 8 14901-14916
    Paper not yet in RePEc: Add citation now
    
43. International Energy Agency, How is electricity used globally?. 2021 :
    Paper not yet in RePEc: Add citation now
    
44. International Labour Organization, Industries and sectors. 2024 International Labour Organization:
    Paper not yet in RePEc: Add citation now
    

45. Introna, Vito ; Santolamazza, Annalisa ; Cesarotti, Vittorio Integrating industry 4.0 and 5.0 innovations for enhanced energy management systems. 2024 Energies. 17 -

46. Iqbal, Hafiz Khurram ; Malik, Farhan Hassan ; Muhammad, Aoun ; Qureshi, Muhammad Ali ; Abbasi, Muhammad Nawaz ; Chishti, Abdul Rehman A critical review of state-of-the-art non-intrusive load monitoring datasets. 2021 Electr Power Syst Res. 192 -
    Paper not yet in RePEc: Add citation now
    
47. Kahl, Matthias ; Krause, Veronika ; Hackenberg, Rudolph ; Haq, Anwar Ul ; Horn, Anton ; Jacobsen, Hans-Arno ; Kriechbaumer, Thomas ; Petzenhauser, Michael ; Shamonin, Mikhail ; Udalzow, Anton Measurement system and dataset for in-depth analysis of appliance energy consumption in industrial environment. 2019 TM - Tech Mess. 86 1-13
    Paper not yet in RePEc: Add citation now
    
48. Kalinke, Florian ; Bielski, Pawel ; Singh, Snigdha ; Fouché, Edouard ; Böhm, Klemens An evaluation of NILM approaches on industrial energy-consumption data. 2021 En : Proceedings of the twelfth ACM international conference on future energy systems. Association for Computing Machinery: New York, NY, USA
    Paper not yet in RePEc: Add citation now
    
49. Kaselimi, Maria ; Protopapadakis, Eftychios ; Voulodimos, Athanasios ; Doulamis, Nikolaos ; Doulamis, Anastasios Towards trustworthy energy disaggregation: A review of challenges, methods, and perspectives for non-intrusive load monitoring. 2022 Sensors. 22 -
    Paper not yet in RePEc: Add citation now
    
50. Kelly, Jack ; Knottenbelt, William The UK-DALE dataset, domestic appliance-level electricity demand and whole-house demand from five UK homes. 2015 Sci. Data. 2 -
    Paper not yet in RePEc: Add citation now
    
51. Klemenjak, Christoph ; Makonin, Stephen ; Elmenreich, Wilfried Investigating the performance gap between testing on real and denoised aggregates in non-intrusive load monitoring. 2021 Energy Inform. 4 -
    Paper not yet in RePEc: Add citation now
    
52. Kolter J Zico, Johnson Matthew J. REDD : A Public Data Set for Energy Disaggregation Research. In: Proc. of workshop on data mining applications in sustainability. SIGKDD, San Diego, CA, US; 2011, p. 59–62.
    Paper not yet in RePEc: Add citation now
    
53. Lai, Ying Hsun ; Tsai, I. Ju ; Chiu, Chien Yi ; Lai, Chin Feng Non-intrusive load monitoring applied in energy efficiency of the smart manufacturing industry: A case of air-conditioner. 2014 En : 2014 IEEE international conference on automation science and engineering. :
    Paper not yet in RePEc: Add citation now
    
54. Lanzisera, Steven ; Dawson-Haggerty, Stephen ; Cheung, H.Y. Iris ; Taneja, Jay ; Culler, David ; Brown, Richard Methods for detailed energy data collection of miscellaneous and electronic loads in a commercial office building. 2013 Build Environ. 65 170-177
    Paper not yet in RePEc: Add citation now
    
55. Leeb, S.B. ; Kirtley, J.L. A multiscale transient event detector for nonintrusive load monitoring. 1993 En : Proceedings of IECON ’93 - 19th annual conference of IEEE industrial electronics. :
    Paper not yet in RePEc: Add citation now
    
56. Li, Ce ; Guo, Fanglin ; Yang, Rong ; Wang, Hua ; Yao, Bo End-to-end NILM model of industrial power data based on autoencoder transformer. 2024 Intell Control Syst Eng. 2 427-
    Paper not yet in RePEc: Add citation now
    
57. Li, Ce ; Yang, Rong ; Wang, Hua Non-intrusive load monitoring in industry based on gradient boosting algorithm. 2022 En : 2022 IEEE 25th international conference on computer supported cooperative work in design. :
    Paper not yet in RePEc: Add citation now
    

58. Li, Chuyi ; Zheng, Kedi ; Guo, Hongye ; Chen, Qixin A mixed-integer programming approach for industrial non-intrusive load monitoring. 2023 Appl Energy. 330 -

59. Li, Dandan Transfer learning for multi-objective non-intrusive load monitoring in smart buildings. 2022 Appl Energy. -
    Paper not yet in RePEc: Add citation now
    
60. Li, Jiwen ; Dai, Jiapeng ; Issakhov, Alibek ; Almojil, Sattam Fahad ; Souri, Alireza Towards decision support systems for energy management in the smart industry and internet of things. 2021 Comput Ind Eng. 161 -
    Paper not yet in RePEc: Add citation now
    
61. Liang, Zhaowen ; Liu, Yongqiang ; Huang, Jiajie ; Lu, Zhiquan A non-intrusive industrial load monitoring method based on motor mechanical transient feature extraction. 2021 En : 2021 international conference on power system technology. :
    Paper not yet in RePEc: Add citation now
    
62. Lin, Jun ; Ma, Jin ; Zhu, Jianguo ; Liang, Huishi Deep domain adaptation for non-intrusive load monitoring based on a knowledge transfer learning network. 2022 IEEE Trans Smart Grid. 13 280-292
    Paper not yet in RePEc: Add citation now
    
63. Liu, Guolong ; Liang, Gaoqi ; Zhao, Huan ; Zhao, Junhua ; Liu, Jinjie ; Wu, Zhanxin A temporal convolutional neural network with attention mechanism for industrial non-intrusive load monitoring. 2021 En : 2021 IEEE 5th conference on energy internet and energy system integration. :
    Paper not yet in RePEc: Add citation now
    
64. Liu, Yinyan ; Qiu, Jing ; Ma, Jin SAMNet: Toward latency-free non-intrusive load monitoring via multi-task deep learning. 2022 IEEE Trans Smart Grid. 13 2412-2424
    Paper not yet in RePEc: Add citation now
    

65. Lu, Jiangang ; Zhao, Ruifeng ; Liu, Bo ; Yu, Zhiwen ; Zhang, Jinjiang ; Xu, Zhanqiang An overview of non-intrusive load monitoring based on V-I trajectory signature. 2023 Energies. 16 -

66. Lu, Yunbo ; Wang, Lunche ; Zhu, Canming ; Zou, Ling ; Zhang, Ming ; Feng, Lan ; Cao, Qian Predicting surface solar radiation using a hybrid radiative transfer–machine learning model. 2023 Renew Sustain Energy Rev. 173 -

67. Luan, Wenpeng ; Yang, Fan ; Zhao, Bochao ; Liu, Bo Industrial load disaggregation based on hidden Markov models. 2022 Electr Power Syst Res. 210 -
    Paper not yet in RePEc: Add citation now
    
68. Luo, Q. A generalizable method for practical non-intrusive load monitoring via metric-based meta-learning. 2023 IEEE Trans Smart Grid. 1-
    Paper not yet in RePEc: Add citation now
    
69. Makonin, Stephen ; Popowich, Fred ; Bartram, Lyn ; Gill, Bob ; Bajić, Ivan V. AMPds: A public dataset for load disaggregation and eco-feedback research. 2013 En : 2013 IEEE electrical power & energy conference. :
    Paper not yet in RePEc: Add citation now
    
70. Manca, Marco Manolo ; Massidda, Luca Deep learning based non-intrusive load monitoring with low resolution data from smart meters. 2022 Commun Appl Ind Math. 13 39-56
    Paper not yet in RePEc: Add citation now
    
71. Martins, Pedro B.M. ; Gomes, José G.R.C. ; Nascimento, Vagner B. ; de Freitas, Antonio R. Application of a deep learning generative model to load disaggregation for industrial machinery power consumption monitoring. 2018 En : 2018 IEEE international conference on communications, control, and computing technologies for smart grids. :
    Paper not yet in RePEc: Add citation now
    
72. Matthias Kahl Thomas Kriechbaumer, Jacobsen Hans-Arno. WHITED - A Worldwide Household and Industry Transient Energy Data Set. In: Proceedings of NILM workshop 2016. 2016.
    Paper not yet in RePEc: Add citation now
    
73. Mayhorn, Ebony T. ; Sullivan, Greg P. ; Petersen, Joseph M. ; Butner, Ryan S. ; Johnson, Erica M. Load disaggregation technologies: real world and laboratory performance. 2016 Pacific Northwest National Laboratory (PNNL): Richland, WA (US)
    Paper not yet in RePEc: Add citation now
    
74. Murray, David ; Stankovic, Lina ; Stankovic, Vladimir An electrical load measurements dataset of United Kingdom households from a two-year longitudinal study. 2017 Sci. Data. 4 1-12
    Paper not yet in RePEc: Add citation now
    
75. Nadeem, Talha Bin ; Siddiqui, Mubashir ; Khalid, Muhammad ; Asif, Muhammad Distributed energy systems: A review of classification, technologies, applications, and policies. 2023 Energy Strategy Rev. 48 -
    Paper not yet in RePEc: Add citation now
    

76. Piccialli, Veronica ; Sudoso, Antonio M. Improving non-intrusive load disaggregation through an attention-based deep neural network. 2021 Energies. 14 -

77. Rafiq, Hasan ; Shi, Xiaohan ; Zhang, Hengxu ; Li, Huimin ; Ochani, Manesh Kumar ; Shah, Aamer Abbas Generalizability improvement of deep learning-based non-intrusive load monitoring system using data augmentation. 2021 IEEE Trans Smart Grid. 12 3265-3277
    Paper not yet in RePEc: Add citation now
    
78. Rahimpour, Alireza ; Qi, Hairong ; Fugate, David ; Kuruganti, Teja Non-intrusive energy disaggregation using non-negative matrix factorization with sum-to-k constraint. 2017 IEEE Trans Power Syst. 32 4430-4441
    Paper not yet in RePEc: Add citation now
    

79. Rudberg, Martin ; Waldemarsson, Martin ; Lidestam, Helene Strategic perspectives on energy management: A case study in the process industry. 2013 Appl Energy. 104 487-496

80. Schirmer, Pascal A. ; Mporas, Iosif Non-intrusive load monitoring: A review. 2023 IEEE Trans Smart Grid. 14 769-784
    Paper not yet in RePEc: Add citation now
    
81. Schulze, Mike ; Nehler, Henrik ; Ottosson, Mikael ; Thollander, Patrik Energy management in industry – a systematic review of previous findings and an integrative conceptual framework. 2016 J Clean Prod. 112 3692-3708
    Paper not yet in RePEc: Add citation now
    

82. Shi, Yongtao ; Zhao, Xiaodong ; Zhang, Fan ; Kong, Yaguang Non-intrusive load monitoring based on swin-transformer with adaptive scaling recurrence plot. 2022 Energies. 15 -

83. Shrouf, Fadi ; Gong, Bing ; Ordieres-Meré, Joaquin Multi-level awareness of energy used in production processes. 2017 J Clean Prod. 142 2570-2585
    Paper not yet in RePEc: Add citation now
    
84. Sola, Antonio V.H. ; Mota, Caroline M.M. Influencing factors on energy management in industries. 2020 J Clean Prod. 248 -
    Paper not yet in RePEc: Add citation now
    
85. Tan, Kang Miao ; Ramachandaramurthy, Vigna K. ; Yong, Jia Ying Integration of electric vehicles in smart grid: A review on vehicle to grid technologies and optimization techniques. 2016 Renew Sustain Energy Rev. 53 720-732
    Paper not yet in RePEc: Add citation now
    

86. Tang, Yugui ; Yang, Kuo ; Zhang, Shujing ; Zhang, Zhen Photovoltaic power forecasting: A hybrid deep learning model incorporating transfer learning strategy. 2022 Renew Sustain Energy Rev. 162 -

87. Tanoni, Giulia ; Principi, Emanuele ; Mandolini, Luigi ; Squartini, Stefano Weakly supervised transfer learning for multi-label appliance classification. 2022 En : Mahmud, Mufti ; Ieracitano, Cosimo ; Kaiser, M. Shamim ; Mammone, Nadia ; Morabito, Francesco Carlo Applied intelligence and informatics. Springer Nature Switzerland: Cham
    Paper not yet in RePEc: Add citation now
    
88. Tanoni, Giulia ; Principi, Emanuele ; Squartini, Stefano Multilabel appliance classification with weakly labeled data for non-intrusive load monitoring. 2023 IEEE Trans Smart Grid. 14 440-452
    Paper not yet in RePEc: Add citation now
    

89. Tavakoli, Sara ; Khalilpour, Kaveh A practical load disaggregation approach for monitoring industrial users demand with limited data availability. 2021 Energies. 14 -

90. Thollander, Patrik ; Ottosson, Mikael Energy management practices in Swedish energy-intensive industries. 2010 J Clean Prod. 18 1125-1133
    Paper not yet in RePEc: Add citation now
    

91. Thollander, Patrik ; Palm, Jenny Industrial energy management decision making for improved energy efficiency—Strategic system perspectives and situated action in combination. 2015 Energies. 8 5694-5703

92. Todic, Tamara ; Stankovic, Lina ; Stankovic, Vladimir ; Shi, Jiufeng Quantification of dairy farm energy consumption to support the transition to sustainable farming. 2022 En : 2022 IEEE international conference on smart computing. :
    Paper not yet in RePEc: Add citation now
    
93. Tokam, Leonce W. ; Ouro-Djobo, Sanoussi S. Comparative study on load monitoring approaches. 2023 Appl Sci (Switzerland). 13 -
    Paper not yet in RePEc: Add citation now
    
94. Toledo-Orozco, Marco ; Celi, C. ; Guartan, F. ; Peralta, Arturo ; Álvarez-Bel, Carlos ; Morales, D. Methodology for the disaggregation and forecast of demand flexibility in large consumers with the application of non-intrusive load monitoring techniques. 2023 Energy AI. 13 -
    Paper not yet in RePEc: Add citation now
    

95. Tuballa, Maria Lorena ; Abundo, Michael Lochinvar A review of the development of smart grid technologies. 2016 Renew Sustain Energy Rev. 59 710-725

96. U.S. Energy Information Administration (EIA), Use of energy explained: Energy use in industry. 2023 U.S. Energy Information Administration (EIA):
    Paper not yet in RePEc: Add citation now
    
97. Vikhorev, Konstantin ; Greenough, Richard ; Brown, Neil An advanced energy management framework to promote energy awareness. 2013 J Clean Prod. 43 103-112
    Paper not yet in RePEc: Add citation now
    
98. Wang, Lingxiao ; Mao, Shiwen ; Wilamowski, Bogdan M. ; Nelms, Robert M. Pre-trained models for non-intrusive appliance load monitoring. 2022 IEEE Trans Green Commun Netw. 6 56-68
    Paper not yet in RePEc: Add citation now
    
99. Wang, Yanbin ; Yang, Zheng ; Liu, Xiang ; Wang, Longfei ; Lan, Yue Non-intrusive major industrial equipment monitoring based on deep learning. 2021 En : 2021 2nd international conference on intelligent computing and human-computer interaction. :
    Paper not yet in RePEc: Add citation now
    

100. Wang, Zhongrui ; Xu, Yonghai ; He, Sheng ; Yuan, Jindou ; Yang, Heng ; Pan, Mingming A non-intrusive method of industrial load disaggregation based on load operating states and improved grey wolf algorithm. 2023 Appl Energy. 351 -

101. Wei, Jun ; Li, Ce ; Yang, Rong ; Li, Fangjun ; Wang, Hua Application of attention mechanism enhanced neural network in non-invasive load monitoring of industrial power data. 2023 Meas Control. -
     Paper not yet in RePEc: Add citation now
     
102. Wei, Jun ; Li, Ce ; Yang, Rong ; Li, Fangjun ; Wang, Hua Working status mining enhanced sequence-to-sequence network for non-intrusive load monitoring on industrial power data. 2022 En : 2022 power system and green energy conference. :
     Paper not yet in RePEc: Add citation now
     
103. Wichakool, Warit ; Remscrim, Zachary ; Orji, Uzoma A. ; Leeb, Steven B. Smart metering of variable power loads. 2015 IEEE Trans Smart Grid. 6 189-198
     Paper not yet in RePEc: Add citation now
     
104. Wissner, Matthias The smart grid – a saucerful of secrets?. 2011 Appl Energy. 88 2509-2518
     Paper not yet in RePEc: Add citation now
     
105. Worrell, E. ; Bernstein, L. ; Roy, J. Industrial energy efficiency and climate change mitigation. 2009 Energy Effic. -
     Paper not yet in RePEc: Add citation now
     
106. Wu, Haiping ; Liu, Hui Non-intrusive load transient identification based on multivariate LSTM neural network and time series data augmentation. 2021 Sustain Energy Grids Netw. 27 -
     Paper not yet in RePEc: Add citation now
     
107. Xiong, Haijun ; Chen, Jingjing ; Lan, Saidi ; Zhang, Yizhi Research on industrial load decomposition based on correlation analysis and DNN. 2023 En : 2023 IEEE 5th international conference on power, intelligent computing and systems. :
     Paper not yet in RePEc: Add citation now
     
108. Yadav, Akhilesh ; Sinha, Anuj ; Saidi, Abdessamad ; Trinkl, Christoph ; Zörner, Wilfried NILM based energy disaggregation algorithm for dairy farms. 2020 En : Proceedings of the 5th international workshop on non-intrusive load monitoring. Association for Computing Machinery: New York, NY, USA
     Paper not yet in RePEc: Add citation now
     
109. Yang, Hong-Tzer ; Chang, Hsueh-Hsien ; Lin, Ching-Lung Design a neural network for features selection in non-intrusive monitoring of industrial electrical loads. 2007 En : 2007 11th international conference on computer supported cooperative work in design. :
     Paper not yet in RePEc: Add citation now
     
110. Yang, Yandong ; Zhong, Jing ; Li, Wei ; Gulliver, T. Aaron ; Li, Shufang Semisupervised multilabel deep learning based nonintrusive load monitoring in smart grids. 2020 IEEE Trans Ind Inf. 16 6892-6902
     Paper not yet in RePEc: Add citation now
     
111. Yi, Shuhui ; Yin, Xiaodong ; Diao, Yinglong ; Wang, Binwu ; Wu, Ping A new event-detection method based on composite windows in NILM for industrial settings. 2019 En : 2019 IEEE sustainable power and energy conference. :
     Paper not yet in RePEc: Add citation now
     
112. Yuan, Ding Hong ; Si Hao Chew, Benjamin ; Xu, Yan A time series data feature based back propagation neural network approach for non-intrusive load monitoring. 2019 En : 2019 9th international conference on power and energy systems. :
     Paper not yet in RePEc: Add citation now
     
113. Yuan, Rui ; Pourmousavi, S. Ali ; Soong, Wen L. ; Black, Andrew J. ; Liisberg, Jon A.R. ; Lemos-Vinasco, Julian Unleashing the benefits of smart grids by overcoming the challenges associated with low-resolution data. 2024 Cell Rep Phys Sci. 5 -
     Paper not yet in RePEc: Add citation now
     
114. Zeifman, Michael ; Roth, Kurt Nonintrusive appliance load monitoring: Review and outlook. 2011 IEEE Trans Consum Electron. 57 76-84
     Paper not yet in RePEc: Add citation now
     
115. Zhang, Chaoyun ; Zhong, Mingjun ; Wang, Zongzuo ; Goddard, Nigel ; Sutton, Charles Sequence-to-point learning with neural networks for non-intrusive load monitoring. 2018 En : Proceedings of the thirty-second AAAI conference on artificial intelligence and thirtieth innovative applications of artificial intelligence conference and eighth AAAI symposium on educational advances in artificial intelligence. AAAI Press:
     Paper not yet in RePEc: Add citation now
     
116. Zhang, Zhenyu ; Li, Yong Non-intrusive load monitoring datasets for two industrial scenarios. 2022 :
     Paper not yet in RePEc: Add citation now
     
117. Zhang, Zhenyu ; Li, Yong ; Duan, Jing ; Guo, Yixiu ; Hou, Zeyu ; Duan, Yilong ; Cao, Yijia ; Rehtanz, Christian A multi-state load state identification model based on time convolutional networks and conditional random fields. 2022 IEEE Trans Artif Intell. 1-9
     Paper not yet in RePEc: Add citation now
     
118. Zheng, Jixuan ; Gao, David Wenzhong ; Lin, Li Smart meters in smart grid: An overview. 2013 En : 2013 IEEE green technologies conference. :
     Paper not yet in RePEc: Add citation now
     
119. Zhou, Zhi-Hua A brief introduction to weakly supervised learning. 2017 Natl Sci Rev. 5 44-53
     Paper not yet in RePEc: Add citation now
     
120. Zhu, Chenfeng ; Reinhardt, Andreas Reliable streaming and synchronization of smart meter data over intermittent data connections. 2019 En : 2019 IEEE international conference on communications, control, and computing technologies for smart grids. :
     Paper not yet in RePEc: Add citation now
     
121. Zhu, Liang ; Yu, Meng ; Yang, Aichao ; Zhu, Junjian ; Hao, Pengfei ; Wen, He A novel industrial load disaggregation model based on CNN-LSTM neural network with attention mechanism and genetic algorithm. 2023 En : 2023 13th international conference on power and energy systems. :
     Paper not yet in RePEc: Add citation now
     
122. Zoha, Ahmed ; Gluhak, Alexander ; Imran, Muhammad Ali ; Rajasegarar, Sutharshan Non-intrusive load monitoring approaches for disaggregated energy sensing: A survey. 2012 Sensors. 12 16838-16866
     Paper not yet in RePEc: Add citation now
     

1. Multivariate rolling decomposition hybrid learning paradigm for power load forecasting. (2025). Xu, Aiting ; Chen, Jiapeng ; Li, Jinchang ; Nie, Ying.
   In: Renewable and Sustainable Energy Reviews.
   RePEc:eee:rensus:v:212:y:2025:i:c:s1364032125000486.

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2. Non-Intrusive Load Monitoring in industrial settings: A systematic review. (2024). Squartini, Stefano ; Tanoni, Giulia ; Principi, Emanuele.
   In: Renewable and Sustainable Energy Reviews.
   RePEc:eee:rensus:v:202:y:2024:i:c:s1364032124004295.

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3. A novel non-intrusive load monitoring method based on ResNet-seq2seq networks for energy disaggregation of distributed energy resources integrated with residential houses. (2023). Ye, Yujian ; Zhang, Yuanshi ; Tang, YI ; Li, Yang ; Qian, Wenyan ; Duan, Meimei ; Long, YU.
   In: Applied Energy.
   RePEc:eee:appene:v:349:y:2023:i:c:s030626192301067x.

   Full description at Econpapers || Download paper

4. A Cyber-Physical Approach for Residential Energy Management: Current State and Future Directions. (2022). Kim, Young-Chon ; Franco, Patricia ; Ahmed, Mohamed A ; Martinez, Jose M.
   In: Sustainability.
   RePEc:gam:jsusta:v:14:y:2022:i:8:p:4639-:d:792879.

   Full description at Econpapers || Download paper

5. A Review on Global Emissions by E-Products Based Waste: Technical Management for Reduced Effects and Achieving Sustainable Development Goals. (2022). Ghosh, Swapan K ; Ahmad, Shameem ; Mekhilef, Saad.
   In: Sustainability.
   RePEc:gam:jsusta:v:14:y:2022:i:7:p:4036-:d:782190.

   Full description at Econpapers || Download paper

6. Torch-NILM: An Effective Deep Learning Toolkit for Non-Intrusive Load Monitoring in Pytorch. (2022). Gkalinikis, Nikolaos Virtsionis ; Vrakas, Dimitris ; Nalmpantis, Christoforos.
   In: Energies.
   RePEc:gam:jeners:v:15:y:2022:i:7:p:2647-:d:786861.

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7. Non-Intrusive Load Monitoring of Household Devices Using a Hybrid Deep Learning Model through Convex Hull-Based Data Selection. (2022). Bennani, Saad Dosse ; da Graa, Maria ; Laouali, Inoussa ; el Fadili, Hakim ; Ruano, Antonio.
   In: Energies.
   RePEc:gam:jeners:v:15:y:2022:i:3:p:1215-:d:743948.

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8. Comprehensive review & impact analysis of integrating projected electric vehicle charging load to the existing low voltage distribution system. (2022). Rahman, Syed ; Nadeem, Muhammad Faisal ; Khan, Irfan Ahmed ; Mallik, Ayan.
   In: Renewable and Sustainable Energy Reviews.
   RePEc:eee:rensus:v:153:y:2022:i:c:s1364032121010273.

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9. Lockdown impacts on residential electricity demand in India: A data-driven and non-intrusive load monitoring study using Gaussian mixture models. (2022). Rozite, Vida ; Hong, Tianzhen ; Bardhan, Ronita ; Debnath, Ramit ; Ramage, Michael H ; Misra, Ashwin.
   In: Energy Policy.
   RePEc:eee:enepol:v:164:y:2022:i:c:s0301421522001112.

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10. Constructing dynamic residential energy lifestyles using Latent Dirichlet Allocation. (2022). Chen, Xiao ; Rajagopal, Ram ; Flora, June ; Zanocco, Chad.
    In: Applied Energy.
    RePEc:eee:appene:v:318:y:2022:i:c:s0306261922004925.

    Full description at Econpapers || Download paper

11. Watt’s up at Home? Smart Meter Data Analytics from a Consumer-Centric Perspective. (2021). Pereira, Lucas ; Volker, Benjamin ; Faustine, Anthony ; Reinhardt, Andreas.
    In: Energies.
    RePEc:gam:jeners:v:14:y:2021:i:3:p:719-:d:490126.

    Full description at Econpapers || Download paper

12. Identification of the State of Electrical Appliances with the Use of a Pulse Signal Generator. (2021). Kowalik, Ryszard ; Ukaszewski, Robert ; Bilski, Piotr ; Dowalla, Krzysztof ; Wojcik, Augustyn.
    In: Energies.
    RePEc:gam:jeners:v:14:y:2021:i:3:p:673-:d:488895.

    Full description at Econpapers || Download paper

13. The Impact of Ambient Sensing on the Recognition of Electrical Appliances. (2021). Tepe, Marcel Alwin ; Huchtkoetter, Jana ; Reinhardt, Andreas.
    In: Energies.
    RePEc:gam:jeners:v:14:y:2021:i:1:p:188-:d:473649.

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14. A Practical Load Disaggregation Approach for Monitoring Industrial Users Demand with Limited Data Availability. (2021). Tavakoli, Sara ; Khalilpour, Kaveh.
    In: Energies.
    RePEc:gam:jeners:v:14:y:2021:i:16:p:4880-:d:611620.

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15. MC-NILM: A Multi-Chain Disaggregation Method for NILM. (2021). Yang, Xinhao ; Zhu, Weipeng ; Jia, Juncheng ; Zhang, Hong ; Ma, Hao.
    In: Energies.
    RePEc:gam:jeners:v:14:y:2021:i:14:p:4331-:d:596615.

    Full description at Econpapers || Download paper

16. A survey on deep learning methods for power load and renewable energy forecasting in smart microgrids. (2021). Mohsin, Syed Muhammad ; Aslam, Sheraz ; Ashraf, Nouman ; Javaid, Nadeem ; Herodotou, Herodotos.
    In: Renewable and Sustainable Energy Reviews.
    RePEc:eee:rensus:v:144:y:2021:i:c:s1364032121002847.

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17. A systematic review of the smart energy conservation system: From smart homes to sustainable smart cities. (2021). Hong, Taehoon ; Yeom, Seungkeun ; An, Jongbaek ; Kang, Hyuna ; Choi, Heeju ; Kim, Hakpyeong.
    In: Renewable and Sustainable Energy Reviews.
    RePEc:eee:rensus:v:140:y:2021:i:c:s1364032121000502.

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18. Residential Demand Response Strategies and Applications in Active Distribution Network Management. (2021). Davarzani, Sima ; Munisami, Kevin J ; Pisica, Ioana ; Taylor, Gareth A.
    In: Renewable and Sustainable Energy Reviews.
    RePEc:eee:rensus:v:138:y:2021:i:c:s1364032120308510.

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19. A systematic review on feedback research for residential energy behavior change through mobile and web interfaces. (2021). Chatzigeorgiou, I M ; Andreou, G T.
    In: Renewable and Sustainable Energy Reviews.
    RePEc:eee:rensus:v:135:y:2021:i:c:s1364032120304779.

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20. Load modelling and non-intrusive load monitoring to integrate distributed energy resources in low and medium voltage networks. (2021). Morrow, John D ; del Rincon, Jesus Martinez ; Laverty, David M ; Foley, Aoife M ; Moreno, Andres F.
    In: Renewable Energy.
    RePEc:eee:renene:v:179:y:2021:i:c:p:445-466.

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21. Post-metering value-added services for low voltage electricity users: Lessons learned from the Italian experience of CHAIN 2. (2021). Grillo, Samuele ; Distefano, Luca ; Serra, Daniele ; Mardero, Daniele.
    In: Applied Energy.
    RePEc:eee:appene:v:304:y:2021:i:c:s0306261921011375.

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22. An integrated smart home energy management model based on a pyramid taxonomy for residential houses with photovoltaic-battery systems. (2021). Zheng, Zhuang ; Sun, Zhankun ; Luo, Xiaowei ; Pan, Jia.
    In: Applied Energy.
    RePEc:eee:appene:v:298:y:2021:i:c:s0306261921005936.

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23. Water-energy benchmarking and predictive modeling in multi-family residential and non-residential buildings. (2021). Frankel, Matthew ; Xing, LU ; Sela, Lina ; Chewning, Connor.
    In: Applied Energy.
    RePEc:eee:appene:v:281:y:2021:i:c:s0306261920315038.

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24. A Framework to Generate and Label Datasets for Non-Intrusive Load Monitoring. (2020). Scholl, Philipp M ; Pfeifer, Marc ; Becker, Bernd ; Volker, Benjamin.
    In: Energies.
    RePEc:gam:jeners:v:14:y:2020:i:1:p:75-:d:468391.

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25. A Deep Recurrent Neural Network for Non-Intrusive Load Monitoring Based on Multi-Feature Input Space and Post-Processing. (2020). Shi, Xiaohan ; Ochani, Manesh Kumar ; Li, Huimin ; Zhang, Hengxu ; Rafiq, Hasan.
    In: Energies.
    RePEc:gam:jeners:v:13:y:2020:i:9:p:2195-:d:353213.

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26. Drivers behind Residential Electricity Demand Fluctuations Due to COVID-19 Restrictions. (2020). Snow, Stephen ; Bean, Richard ; Horrocks, Neil ; Glencross, Mashhuda.
    In: Energies.
    RePEc:gam:jeners:v:13:y:2020:i:21:p:5738-:d:438991.

    Full description at Econpapers || Download paper

27. Non-Intrusive Load Monitoring (NILM) for Energy Disaggregation Using Soft Computing Techniques. (2020). Gonzalez-Arechavala, Yolanda ; Palacios, Rafael ; Sanchez-Ubeda, Eugenio Francisco ; Puente, Cristina.
    In: Energies.
    RePEc:gam:jeners:v:13:y:2020:i:12:p:3117-:d:372387.

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28. A Study on Fundamental Waveform Shapes in Microscopic Electrical Load Signatures. (2020). Younis, Raneen ; Reinhardt, Andreas.
    In: Energies.
    RePEc:gam:jeners:v:13:y:2020:i:12:p:3039-:d:370514.

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29. Energy demand science for a decarbonized society in the context of the residential sector. (2020). Yagita, Yoshie ; Yamaguchi, Yohei ; Nishikiori, Soichi ; Hidaka, Kazuyoshi ; Kawamoto, Hisaki ; Meier, Alan ; Iwafune, Yumiko ; Shimoda, Yoshiyuki.
    In: Renewable and Sustainable Energy Reviews.
    RePEc:eee:rensus:v:132:y:2020:i:c:s1364032120303427.

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30. Harnessing smart meter data for a Multitiered Energy Management Performance Indicators (MEMPI) framework: A facility manager informed approach. (2020). Jain, Rishee K ; Roth, Jonathan ; Brown, Howard Alexander.
    In: Applied Energy.
    RePEc:eee:appene:v:276:y:2020:i:c:s0306261920309478.

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31. Near-real-time plug load identification using low-frequency power data in office spaces: Experiments and applications. (2020). Tekler, Zeynep Duygu ; Zhou, Yuren ; Low, Raymond ; Blessing, Lucienne ; Spanos, Costas ; Yuen, Chau.
    In: Applied Energy.
    RePEc:eee:appene:v:275:y:2020:i:c:s030626192030903x.

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32. Functional Data Analysis of high-frequency load curves reveals drivers of residential electricity consumption. (2019). Fontana, Matteo ; Vantini, Simone ; Tavoni, Massimo.
    In: PLOS ONE.
    RePEc:plo:pone00:0218702.

    Full description at Econpapers || Download paper

33. An Optimal Load Disaggregation Method Based on Power Consumption Pattern for Low Sampling Data. (2019). Yang, Wenrong ; Chen, Tingyu ; Wang, Huijuan.
    In: Sustainability.
    RePEc:gam:jsusta:v:11:y:2019:i:1:p:251-:d:195322.

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34. A Fusion Load Disaggregation Method Based on Clustering Algorithm and Support Vector Regression Optimization for Low Sampling Data. (2019). Song, Yaodong ; Yuan, Quanbo ; Wang, Huijuan ; Wu, Botao.
    In: Future Internet.
    RePEc:gam:jftint:v:11:y:2019:i:2:p:51-:d:207067.

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35. Data Requirements for Applying Machine Learning to Energy Disaggregation. (2019). Rhee, Wonjong ; Rho, Seungeun ; Lee, Hyoseop ; Shin, Changho.
    In: Energies.
    RePEc:gam:jeners:v:12:y:2019:i:9:p:1696-:d:228376.

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36. Effective design of domestic energy efficiency displays: A proposed architecture based on empirical evidence. (2019). Labajo, Victoria ; Cossent, Rafael ; Valor, Carmen ; Escudero, Carmen.
    In: Renewable and Sustainable Energy Reviews.
    RePEc:eee:rensus:v:114:y:2019:i:c:30.

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37. Hybrid power sources (HPSs) for space applications: Analysis of PEMFC/Battery/SMES HPS under unknown load containing pulses. (2019). Bizon, Nicu.
    In: Renewable and Sustainable Energy Reviews.
    RePEc:eee:rensus:v:105:y:2019:i:c:p:14-37.

    Full description at Econpapers || Download paper

38. Predicting intra-day load profiles under time-of-use tariffs using smart meter data. (2019). , Weeks.
    In: Energy.
    RePEc:eee:energy:v:173:y:2019:i:c:p:959-970.

    Full description at Econpapers || Download paper

39. Unified energy management and load control in building equipped with wind-solar-battery incorporating electric and hydrogen vehicles under both connected to the grid and islanding modes. (2019). Sadegh, Seyyed Mohammad ; Hemmati, Reza ; Bornapour, Mosayeb ; Mehrjerdi, Hasan.
    In: Energy.
    RePEc:eee:energy:v:168:y:2019:i:c:p:919-930.

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40. How behavioral and geographic heterogeneity affects economic and environmental benefits of efficient appliances. (2019). Chen, Roger ; Williams, Eric ; Hittinger, Eric ; Sekar, Ashok.
    In: Energy Policy.
    RePEc:eee:enepol:v:125:y:2019:i:c:p:537-547.

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41. Disaggregating power consumption of commercial buildings based on the finite mixture model. (2019). Zhou, Yang ; Wu, Libo ; Shi, Zhixiong ; Gao, Qing.
    In: Applied Energy.
    RePEc:eee:appene:v:243:y:2019:i:c:p:35-46.

    Full description at Econpapers || Download paper

42. Can non-intrusive load monitoring be used for identifying an appliance’s anomalous behaviour?. (2019). Stankovic, Vladimir ; Singh, Pushpendra ; Rashid, Haroon.
    In: Applied Energy.
    RePEc:eee:appene:v:238:y:2019:i:c:p:796-805.

    Full description at Econpapers || Download paper

43. The Integrated Approach to Sustainable Development: The Case of Energy Efficiency and Solid Waste Management. (2019). Vertakova, Yulia V ; Plotnikov, Vladimir A.
    In: International Journal of Energy Economics and Policy.
    RePEc:eco:journ2:2019-04-25.

    Full description at Econpapers || Download paper

44. Implementation Strategy of Convolution Neural Networks on Field Programmable Gate Arrays for Appliance Classification Using the Voltage and Current (V-I) Trajectory. (2018). Mostafa, Sheikh Shanawaz ; Pereira, Lucas ; Sousa, Leonel ; Morgado-Dias, Fernando ; Baptista, Dario.
    In: Energies.
    RePEc:gam:jeners:v:11:y:2018:i:9:p:2460-:d:170187.

    Full description at Econpapers || Download paper

45. Prospects of Appliance-Level Load Monitoring in Off-the-Shelf Energy Monitors: A Technical Review. (2018). Jacobsen, Hans-Arno ; Ul, Anwar.
    In: Energies.
    RePEc:gam:jeners:v:11:y:2018:i:1:p:189-:d:126713.

    Full description at Econpapers || Download paper

46. Robust Day-Ahead Forecasting of Household Electricity Demand and Operational Challenges. (2018). Girard, Robin ; Kariniotakis, George ; Gerossier, Alexis ; Bocquet, Alexis.
    In: Energies.
    RePEc:gam:jeners:v:11:y:2018:i:12:p:3503-:d:190888.

    Full description at Econpapers || Download paper

47. Non-Intrusive Load Monitoring Based on Novel Transient Signal in Household Appliances with Low Sampling Rate. (2018). Thi-Thu-Huong Le, ; Kim, Ho Won.
    In: Energies.
    RePEc:gam:jeners:v:11:y:2018:i:12:p:3409-:d:188176.

    Full description at Econpapers || Download paper

48. Energy Sustainability in Smart Cities: Artificial Intelligence, Smart Monitoring, and Optimization of Energy Consumption. (2018). Lytras, Miltiadis D ; Chui, Kwok Tai ; Visvizi, Anna.
    In: Energies.
    RePEc:gam:jeners:v:11:y:2018:i:11:p:2869-:d:177758.

    Full description at Econpapers || Download paper

49. Comparative feedbacks under incomplete information. (2018). Astier, Nicolas.
    In: Resource and Energy Economics.
    RePEc:eee:resene:v:54:y:2018:i:c:p:90-108.

    Full description at Econpapers || Download paper

50. A review of occupant energy feedback research: Opportunities for methodological fusion at the intersection of experimentation, analytics, surveys and simulation. (2018). Jain, Rishee K ; Gulbinas, Rimas ; Taylor, John E ; Chen, Jiayu ; Peschiera, Gabriel ; Khosrowpour, Ardalan.
    In: Applied Energy.
    RePEc:eee:appene:v:218:y:2018:i:c:p:304-316.

    Full description at Econpapers || Download paper

51. ESCoBox: A Set of Tools for Mini-Grid Sustainability in the Developing World. (2017). Advani, Varun ; Gammon, Rupert ; Davison, Peter ; Boait, Peter ; Wade, Neal ; Greenwood, David.
    In: Sustainability.
    RePEc:gam:jsusta:v:9:y:2017:i:5:p:738-:d:97412.

    Full description at Econpapers || Download paper

52. Economic Model Predictive and Feedback Control of a Smart Grid Prosumer Node. (2017). Liberati, Francesco ; di Giorgio, Alessandro.
    In: Energies.
    RePEc:gam:jeners:v:11:y:2017:i:1:p:48-:d:124465.

    Full description at Econpapers || Download paper

53. Non-intrusive load monitoring through home energy management systems: A comprehensive review. (2017). Kelouwani, Sousso ; Hosseini, Sayed Saeed ; Agbossou, Kodjo ; Cardenas, Alben.
    In: Renewable and Sustainable Energy Reviews.
    RePEc:eee:rensus:v:79:y:2017:i:c:p:1266-1274.

    Full description at Econpapers || Download paper

54. Scalable off-grid energy services enabled by IoT: A case study of BBOXX SMART Solar. (2017). Parikh, Priti ; Puniak-Holford, Nathan ; Bisaga, Iwona ; Baker-Brian, Christopher ; Grealish, Ashley .
    In: Energy Policy.
    RePEc:eee:enepol:v:109:y:2017:i:c:p:199-207.

    Full description at Econpapers || Download paper

55. Exploring additional determinants of energy-saving behaviour: The influence of individuals participation in cultural activities. (2017). Quaglione, Davide ; Crociata, Alessandro ; Cassetta, Ernesto ; Sarra, Alessandro.
    In: Energy Policy.
    RePEc:eee:enepol:v:108:y:2017:i:c:p:503-511.

    Full description at Econpapers || Download paper

56. Non-intrusive load monitoring by using active and reactive power in additive Factorial Hidden Markov Models. (2017). Squartini, Stefano ; Bonfigli, Roberto ; Severini, Marco ; Fagiani, Marco ; Piazza, Francesco ; Principi, Emanuele.
    In: Applied Energy.
    RePEc:eee:appene:v:208:y:2017:i:c:p:1590-1607.

    Full description at Econpapers || Download paper

57. A GPU deep learning metaheuristic based model for time series forecasting. (2017). Coelho, Vitor N ; Ochi, Luiz S ; Guimares, Frederico G ; Rios, Eyder ; Da, Eduardo J.
    In: Applied Energy.
    RePEc:eee:appene:v:201:y:2017:i:c:p:412-418.

    Full description at Econpapers || Download paper

58. Dynamic time warping based non-intrusive load transient identification. (2017). Yu, Yixin ; Luan, Wenpeng ; Liu, BO.
    In: Applied Energy.
    RePEc:eee:appene:v:195:y:2017:i:c:p:634-645.

    Full description at Econpapers || Download paper

59. Towards non-intrusive thermal load Monitoring of buildings: BES calibration. (2017). Enriquez, R ; Heras, M R ; Jimenez, M J.
    In: Applied Energy.
    RePEc:eee:appene:v:191:y:2017:i:c:p:44-54.

    Full description at Econpapers || Download paper

60. A Hybrid Signature-based Iterative Disaggregation algorithm for Non-Intrusive Load Monitoring. (2017). Giuliani, M ; Piga, D ; Rizzoli, A E ; Cominola, A ; Castelletti, A.
    In: Applied Energy.
    RePEc:eee:appene:v:185:y:2017:i:p1:p:331-344.

    Full description at Econpapers || Download paper

61. Consumers’ Perspective on Full-Scale Adoption of Smart Meters: A Case Study in Västerås, Sweden. (2016). Campillo, Javier ; Vassileva, Iana.
    In: Resources.
    RePEc:gam:jresou:v:5:y:2016:i:1:p:3-:d:61786.

    Full description at Econpapers || Download paper

62. Impact of wide-spread use of uninterruptible power supplies on Pakistans power system. (2016). Rahman, Syed Abdul ; Javed, Muhammad Yaqoob ; Khan, Muhammad Usman ; Saqib, Muhammad Asghar ; Ahmad, Ali ; Hameed, Abdul.
    In: Energy Policy.
    RePEc:eee:enepol:v:98:y:2016:i:c:p:629-636.

    Full description at Econpapers || Download paper

63. Predictive segmentation of energy consumers. (2016). .
    In: Applied Energy.
    RePEc:eee:appene:v:177:y:2016:i:c:p:435-448.

    Full description at Econpapers || Download paper

64. Smart meters for industrial energy conservation and efficiency optimization in Pakistan: Scope, technology and applications. (2015). Aslam, Waleed ; Zaffar, Nauman A. ; Soban, Muhammad ; Akhtar, Farwa .
    In: Renewable and Sustainable Energy Reviews.
    RePEc:eee:rensus:v:44:y:2015:i:c:p:933-943.

    Full description at Econpapers || Download paper

65. Using in-home displays to provide smart meter feedback about household electricity consumption: A randomized control trial comparing kilowatts, cost, and social norms. (2015). Schultz, Wesley P ; Sokoloski, Rebecca ; Silva-Send, Nilmini ; Estrada, Mica ; Schmitt, Joseph .
    In: Energy.
    RePEc:eee:energy:v:90:y:2015:i:p1:p:351-358.

    Full description at Econpapers || Download paper

66. What can we learn from high-frequency appliance-level energy metering? Results from a field experiment. (2015). Delmas, Magali ; Kaiser, William J. ; Chen, Victor L. ; Locke, Stephen L..
    In: Energy Policy.
    RePEc:eee:enepol:v:77:y:2015:i:c:p:164-175.

    Full description at Econpapers || Download paper

67. The mitigating effect of strategic behavior on the net benefits of a direct load control program. (2015). Okwelum, Edson ; Lang, Corey.
    In: Energy Economics.
    RePEc:eee:eneeco:v:49:y:2015:i:c:p:141-148.

    Full description at Econpapers || Download paper

68. Does Information Feedback from In-Home Devices Reduce Electricity Use? Evidence from a Field Experiment. (2014). Simpson, Troy ; Attari, Shahzeen Z. ; Marx, Sabine M. ; Gowrisankaran, Gautam.
    In: NBER Working Papers.
    RePEc:nbr:nberwo:20809.

    Full description at Econpapers || Download paper

69. Near real time load shifting control for residential electricity prosumers under designed and market indexed pricing models. (2014). Liberati, Francesco ; di Giorgio, Alessandro.
    In: Applied Energy.
    RePEc:eee:appene:v:128:y:2014:i:c:p:119-132.

    Full description at Econpapers || Download paper

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