Humidity and temperature nonlinear control based on almost disturbance decoupling and state observers for air-handling units

References

• L. Yang et al., “The influence of ventilation mode and personnel walking behavior on distribution characteristics of indoor particles,” Build. Environ., vol. 104, pp. 582–591, 2019. DOI: 10.1016/j.buildenv.2018.12.057.
   Google Scholar
• F. Anthony, V. Umesh, P. Alberto and G. Baskar, “Quantifying mechanical ventilation performance: the connection between transport equations and Markov matrices,” Build. Environ., vol. 104, no. 5, pp. 253–262, 2016. DOI: 10.1016/j.buildenv.2016.05.019.
   Google Scholar
• W. Peter, “Indoor air humidity, air quality, and health – an overview,” Int. J. Environ. Health, vol. 221, no. 3, pp. 376–390, 2018. DOI: 10.1016/j.ijheh.2018.01.015.
   Google Scholar
• H. Runxin and G. Humberto, “Zoned HVAC control via PDE-constrained optimization,” presented at the American Control Conference, Boston, MA, USA, Jul. 6–9, 2016, pp. 587–592.
   Google Scholar
• K. Wattinee and C. Sanguansri, “Changes in physical and gelling properties of freeze-dried egg white as a result of temperature and relative humidity,” J. Sci. Food Agric., vol. 96, no. 13, pp. 4423–4431, 2016. DOI: 10.1002/jsfa.7653.
   PubMed Web of Science ®Google Scholar
• S. Hassan, M. Hamed and A. Aria, “Nonlinear robust control of air handling units to improve the indoor air quality and CO2 concentration: a comparison between H∞ and decoupled sliding mode controls,” Appl. Therm. Eng., vol. 160, pp. 113958, 2019. DOI: 10.1016/j.applthermaleng.2019.113958.
   Web of Science ®Google Scholar
• S. Abrazeh et al., “Virtual hardware-in-the-loop FMU co-simulation based digital twins for heating, ventilation, and air-conditioning (HVAC) systems,” IEEE Trans. Emerg. Top. Comput. Intell., vol. 7, no. 1, pp. 65–75, 2023. DOI: 10.1109/TETCI.2022.3168507.
   Google Scholar
• I. Jetté, M. Zaheer-Uddin and P. Fazio, “Pi-control of dual duct systems: manual tuning and control loop interaction,” Energy Convers. Manag., vol. 39, no. 14, pp. 1471–1482, 1998. DOI: 10.1016/S0196-8904(98)00020-X.
   Web of Science ®Google Scholar
• C. C. Okaeme, M. Sandipan and J. T. Wen, “Passivity-based thermohygrometric control in buildings,” IEEE Trans. Contr. Syst. Technol., vol. 26, no. 5, pp. 1661–1672, 2018. DOI: 10.1109/TCST.2017.2730164.
   Web of Science ®Google Scholar
• L. Jian, C. Wwenjian and Z. Guiqing, “Design and application of handheld auto-tuning PID instrument used in HVAC,” presented at the IEEE Conference on Industrial Electronics and Applications, Xi’an, China, May 25–27, 2009, pp. 1695–1698.
   Google Scholar
• S. Alghamdi, M. Ajour, N. Abu-Hamdeh and A. Karimipour, “Using proportional-integral-derivative controllers and PCM and a new design of building air intake with five scenarios to present a multi-zone CAV-AHU for tackling high energy consumption,” J. Build., vol. 56, pp. 104764, 2022. DOI: 10.1016/j.jobe.2022.104764.
   Google Scholar
• M. Hamed, S. Hassan and A. Aria, “PID-fuzzy control of air handling units in the presence of uncertainty,” Int. J. Therm. Sci., vol. 109, pp. 123–135, 2016. DOI: 10.1016/j.ijthermalsci.2016.05.024.
   Web of Science ®Google Scholar
• G. Yazeed, R. Mohammad and M. Masud Kamal Khan, “Design and development of advanced fuzzy logic controllers in smart buildings for institutional buildings in subtropical Queensland,” Renew. Sust. Energ. Rev., vol. 54, pp. 738–744, 2016. DOI: 10.1016/j.rser.2015.10.105.
   Web of Science ®Google Scholar
• N. Rahul and R. M. Nelson, “Use of genetic algorithms and evolutionary strategies to develop an adaptive fuzzy logic controller for a cooling coil – comparison of the AFLC with a standard PID controller,” Energy Build., vol. 45, pp. 169–180, 2012. DOI: 10.1016/j.enbuild.2011.10.058.
   Web of Science ®Google Scholar
• J. Zhao and Y. Shan, “A fuzzy control strategy using the load forecast for air conditioning system,” Energies, vol. 13, no. 3, pp. 530, 2020. DOI: 10.3390/en13030530.
   Web of Science ®Google Scholar
• K. Chang-Soon, H. Chang-Ho and P. Mignon, “Fuzzy logic-based advanced on–off control for thermal comfort in residential buildings,” Appl. Energy, vol. 155, pp. 270–283, 2015. DOI: 10.1016/j.apenergy.2015.05.119.
   Web of Science ®Google Scholar
• M. Hamed, M. Saffar-Avval and F. Bakhtiari-Nejad, “Nonlinear multivariable control and performance analysis of an air-handling unit,” Energy Build., vol. 43, no. 4, pp. 805–813, 2011. DOI: 10.1016/j.enbuild.2010.11.022.
   Web of Science ®Google Scholar
• J. Yuliang, Z. Shanying, X. Qimin, Y. Bojun and G. Xinping, “Hybrid modeling-based temperature and humidity adaptive control for a multi-zone HVAC system,” Appl. Energy, vol. 334, pp. 120622, 2023. DOI: 10.1016/j.apenergy.2022.120622.
   Web of Science ®Google Scholar
• A. Hoyo, J. L. Moreno, J. L. Guzman and F. Rodriguez, “Robust QFT-based feedback linearization controller of the greenhouse diurnal temperature using natural ventilation,” IEEE Access, vol. 7, pp. 64148–64161, 2019. DOI: 10.1109/ACCESS.2019.2916412.
   Web of Science ®Google Scholar
• M. Hamed, M. Saffar-Avval and A. Aria, “Nonlinear dynamics, bifurcation and performance analysis of an air-handling unit: disturbance rejection via feedback linearization,” Energy Build., vol. 56, pp. 150–159, 2013. DOI: 10.1016/j.enbuild.2012.09.017.
   Web of Science ®Google Scholar
• J. Willems, “Almost invariant subspaces: an approach to high gain feedback design – Part I: almost controlled invariant subspaces,” IEEE Trans. Automat. Contr., vol. 26, no. 1, pp. 235–252, 1981. DOI: 10.1109/TAC.1981.1102551.
   Web of Science ®Google Scholar
• R. Marino, W. Respondek and A. J. Van der Schaft, “Almost disturbance decoupling for single-input single-output nonlinear systems,” IEEE Trans. Automat. Contr., vol. 34, no. 9, pp. 1013–1017, 1989. DOI: 10.1109/9.35821.
   Web of Science ®Google Scholar
• L. Xiaoping, Z. Yajing, W. Caiyun, W. Huanqing and Z. Yucheng, “Almost disturbance decoupling for a class of fractional-order nonlinear systems with zero dynamics,” Complexity, vol. 2020, pp. 1–13, 2020. DOI: 10.1155/2020/4742132.
   Web of Science ®Google Scholar
• W. Na, L. Xiaoping, L. Cungen, W. Huanqing and Z. Yucheng, “Almost disturbance decoupling for HOFA nonlinear systems with strict-feedback form,” J. Syst. Sci. Complex, vol. 35, no. 2, pp. 481–501, 2022. DOI: 10.1007/s11424-022-2017-4.
   Web of Science ®Google Scholar
• W. Chuanjing, W. Yuee and W. Di, “Controller design based on interval-observer for switched systems with observer-state-dependent switching,” Int. J. Control Autom., vol. 22, no. 3, pp. 902-911, 2024. DOI: 10.1007/s12555-022-0459-z.
   Web of Science ®Google Scholar
• C. Lijia, Y. Xu, W. Guoqing, L. Yang and H. Yu, “Fault detection based on extended state observer and interval observer for UAVs,” Aircr. Eng. Aerosp. Technol., vol. 94, no. 10, pp. 1759–1771, 2022. DOI: 10.1108/AEAT-05-2021-0164.
   Web of Science ®Google Scholar
• L. Yongming, L. Yanjun and T. Shaocheng, “Observer-based neuro-adaptive optimized control of strict-feedback nonlinear systems with state constraints,” IEEE Trans. Neural Netw. Learn. Syst., vol. 33, no. 7, pp. 3131–3145, 2022. DOI: 10.1109/TNNLS.2021.3051030.
   PubMed Web of Science ®Google Scholar
• B. Arguello-Serrano and M. Velez-Reyes, “Nonlinear control of a heating, ventilating, and air conditioning system with thermal load estimation,” IEEE Trans. Contr. Syst. Technol., vol. 7, no. 1, pp. 56–63, 1999. DOI: 10.1109/87.736752.
   Web of Science ®Google Scholar
• Y. Liu, X. Liu, Y. Jing, X. Chen and J. Qiu, “Direct adaptive preassigned finite-time control with timedelay and quantized input using neural network,” IEEE Trans. Neural Netw. Learn. Syst., vol. 31, no. 4, pp. 1222–1231, 2020. DOI: 10.1109/TNNLS.2019.2919577.
   PubMed Web of Science ®Google Scholar
• ASHRAE., “Heat transfer,” in ASHRAE Handbook of Fundamentals. American Society of Heating and Air-conditioning Engineers (ASHRAE), America, 2001, pp. 3.1–3.27.
   Google Scholar
• P. S. Desai, Refrigeration and Air Conditioning for Engineering, 1st ed. Delhi, India: Rohanna Publishers, 2004.
   Google Scholar
• F. P. Incropera and D. P. DeWitt, Introduction to Heat Transfer, 4th ed. New York, NY: John Wiley, NY, 2001.
   Google Scholar