{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,12]],"date-time":"2025-10-12T03:51:27Z","timestamp":1760241087510,"version":"build-2065373602"},"reference-count":33,"publisher":"MDPI AG","issue":"12","license":[{"start":{"date-parts":[[2019,12,3]],"date-time":"2019-12-03T00:00:00Z","timestamp":1575331200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Algorithms"],"abstract":"<jats:p>For achieving high-performance control for a particleboard glue mixing and dosing control system, which is a time-delay system in low frequency working conditions, an improved active disturbance rejection controller is proposed. In order to reduce overshoot caused by a given large change between the actual output and expected value of the control object, a tracking differentiator (TD) is used to arrange the appropriate excesses. Through the first-order approximation of the time-delay link, the time-delay system is transformed into an output feedback problem with unknown function. Using the neural network state observer (NNSO), a sliding mode control law is used to achieve the accurate and fast tracking of the output signal. Finally, the numerical simulation results verify the effectiveness and feasibility of the proposed method.<\/jats:p>","DOI":"10.3390\/a12120259","type":"journal-article","created":{"date-parts":[[2019,12,4]],"date-time":"2019-12-04T04:30:35Z","timestamp":1575433835000},"page":"259","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["The Research of Improved Active Disturbance Rejection Control Algorithm for Particleboard Glue System Based on Neural Network State Observer"],"prefix":"10.3390","volume":"12","author":[{"given":"Peiyu","family":"Wang","sequence":"first","affiliation":[{"name":"College of Electrical Mechanical Engineering, Northeast Forestry University, Harbin 150040, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chunrui","family":"Zhang","sequence":"additional","affiliation":[{"name":"College of Science, Northeast Forestry University, Harbin 150040, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liangkuan","family":"Zhu","sequence":"additional","affiliation":[{"name":"College of Electrical Mechanical Engineering, Northeast Forestry University, Harbin 150040, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chengcheng","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Information and Compute Engineering, Northeast Forestry University, Harbin 150040, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2019,12,3]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1007\/s10086-016-1605-0","article-title":"Utilization of sweet sorghum bagasse and citric acid for manufacturing of particleboard II: Influences of pressing temperature and time on particleboard properties","volume":"63","author":"Kusumah","year":"2017","journal-title":"J. Wood Sci."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"1032","DOI":"10.1109\/TAC.2017.2732283","article-title":"Pid passivity-based control of port-hamiltonian systems","volume":"63","author":"Meng","year":"2018","journal-title":"IEEE Trans. Autom. Control"},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"3299","DOI":"10.1049\/iet-gtd.2016.1975","article-title":"Fractional order fuzzy pid controller for wind energy-based hybrid power system using quasi-oppositional harmony search algorithm","volume":"11","author":"Mahto","year":"2017","journal-title":"IET Gener. Transm. Distrib."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1016\/j.isatra.2016.01.022","article-title":"Fractional active disturbance rejection control","volume":"62","author":"Li","year":"2016","journal-title":"ISA Trans."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"365","DOI":"10.1016\/j.isatra.2013.01.001","article-title":"Active disturbance rejection control for fractional-order system","volume":"52","author":"Li","year":"2013","journal-title":"ISA Trans."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"355","DOI":"10.1007\/s11071-004-3766-4","article-title":"Fractional order disturbance observer for robust vibration suppression","volume":"38","author":"Chen","year":"2004","journal-title":"Nonlinear Dyn."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1016\/j.enconman.2014.05.091","article-title":"Fractional order PID controller for load frequency control","volume":"85","author":"Sondhi","year":"2014","journal-title":"Energy Convers. Manag."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1109\/TIE.2006.888771","article-title":"Vibration suppression using single neuron-based PI fuzzy controller and fractional-order disturbance observer","volume":"54","author":"Li","year":"2007","journal-title":"IEEE Trans. Ind. Electron."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.compag.2016.11.001","article-title":"Fractional PID controller in an active image stabilization system for mitigating vibration effects in agricultural tractors","volume":"131","author":"David","year":"2016","journal-title":"Comput. Electron. Agric."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"T03006","DOI":"10.1088\/1748-0221\/12\/03\/T03006","article-title":"Adrc control of a 6-dof parallel manipulator for telescope secondary mirror","volume":"12","author":"Ye","year":"2017","journal-title":"J. Instrum."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s00779-018-1158-x","article-title":"Decentralized low-order adrc design for mimo system with unknown order and relative degree","volume":"22","author":"Zhao","year":"2018","journal-title":"Pers. Ubiquitous Comput."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"832","DOI":"10.1109\/TCSI.2017.2725386","article-title":"Optimized active disturbance rejection control for dc-dc buck converters with uncertainties using a reduced-order gpi observer","volume":"65","author":"Yang","year":"2018","journal-title":"IEEE Trans. Circ. Syst. I Regul. Pap."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"946","DOI":"10.1108\/AEAT-05-2016-0065","article-title":"Active disturbance rejection control for small unmanned helicopters via levy flight-based pigeon-inspired optimization","volume":"89","author":"Zhang","year":"2017","journal-title":"Aircr. Eng. Aerosp. Technol."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"900","DOI":"10.1109\/TIE.2008.2011621","article-title":"From PID to Active Disturbance Rejection Control","volume":"56","author":"Han","year":"2009","journal-title":"IEEE Trans. Ind. Electron."},{"key":"ref_15","first-page":"8279","article-title":"Correction to extended state observer-based integral sliding mode control for an underwater robot with unknown disturbances and uncertain nonlinearities","volume":"66","author":"Rongxin","year":"2018","journal-title":"IEEE Trans. Ind. Electron."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"535","DOI":"10.1109\/TSMC.2017.2697447","article-title":"Output-feedback path-following control of autonomous underwater vehicles based on an extended state observer and projection neural networks","volume":"48","author":"Peng","year":"2017","journal-title":"IEEE Trans. Syst. Man Cybern. Syst."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"1259","DOI":"10.1109\/TCYB.2018.2799798","article-title":"Predictor-based extended-state-observer design for consensus of mass with delays and disturbances","volume":"49","author":"Wang","year":"2018","journal-title":"IEEE Trans. Cybern."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s11071-018-4362-3","article-title":"Tracking differentiator and extended state observer-based nonsingular fast terminal sliding mode attitude control for a quadrotor","volume":"94","author":"Hua","year":"2018","journal-title":"Nonlinear Dyn."},{"key":"ref_19","doi-asserted-by":"crossref","unstructured":"Liu, Z., Wang, Y., Liu, S., Li, Z., Zhang, H., and Zhang, Z. (2019). An approach to suppress low-frequency oscillation by combining extended state observer with model predictive control of emus rectifier. IEEE Trans. Power Electron., Available online: https:\/\/www.researchgate.net\/publication\/330432768.","DOI":"10.1109\/TPEL.2019.2893491"},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"1147","DOI":"10.1109\/TFUZZ.2015.2505088","article-title":"Fuzzy adaptive control with state observer for a class of nonlinear discrete-time systems with input constraint","volume":"24","author":"Liu","year":"2015","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"2457","DOI":"10.1002\/rnc.4027","article-title":"Rejection of mismatched disturbances for systems with input delay via a predictive extended state observer","volume":"28","author":"Sanz","year":"2018","journal-title":"Int. J. Robust Nonlinear Control"},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"1873","DOI":"10.1109\/TCYB.2018.2815714","article-title":"Small-gain technique-based adaptive NN control for switched pure-feedback nonlinear systems","volume":"49","author":"Long","year":"2018","journal-title":"IEEE Trans. Cybern."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"13577","DOI":"10.1109\/ACCESS.2019.2891724","article-title":"Adaptive Finite-Time NN Control for 3-DOF Active Suspension Systems with Displacement Constraints","volume":"7","author":"Zhang","year":"2019","journal-title":"IEEE Access"},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"86","DOI":"10.1109\/TMECH.2011.2163524","article-title":"Active disturbance rejection control for precise position tracking of ionic polymer\u2013metal composite actuators","volume":"18","author":"Xing","year":"2011","journal-title":"IEEE\/ASME Trans. Mechatron."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"1221","DOI":"10.1007\/s11071-018-4625-z","article-title":"Secure communication on fractional-order chaotic systems via adaptive sliding mode control with teaching\u2013learning\u2013feedback-based optimization","volume":"95","author":"Li","year":"2019","journal-title":"Nonlinear Dyn."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"887","DOI":"10.1109\/TIE.2018.2818657","article-title":"Sliding mode control of the modular multilevel converter","volume":"66","author":"Yang","year":"2018","journal-title":"IEEE Trans. Ind. Electron."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"1379","DOI":"10.1007\/s11071-018-4133-1","article-title":"On dynamic sliding mode control of nonlinear fractional-order systems using sliding observer","volume":"92","author":"Tirandaz","year":"2018","journal-title":"Nonlinear Dyn."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"2911","DOI":"10.1016\/j.automatica.2013.06.018","article-title":"The active disturbance rejection and sliding mode control approach to the stabilization of the Euler\u2013Bernoulli beam equation with boundary input disturbance","volume":"49","author":"Guo","year":"2013","journal-title":"Automatica"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"741","DOI":"10.1134\/S0040601514100115","article-title":"Linearization of a heat-transfer system model with approximation of transport time delay","volume":"61","author":"Shilin","year":"2014","journal-title":"Therm. Eng."},{"key":"ref_30","unstructured":"Ge, S.S., Hang, C.C., Lee, T.H., and Zhang, T. (2013). Stable Adaptive Neural Network Control, Springer Science Business Media."},{"key":"ref_31","unstructured":"Miroslav, K., Kanellakopoulos, I., and Petar, V. (1995). Nonlinear and Adaptive Control Design, Wiley."},{"key":"ref_32","first-page":"1","article-title":"Improved adrc with ilc control of a ccd-based tracking loop for fast steering mirror system","volume":"10","author":"Dong","year":"2018","journal-title":"IEEE Photonics J."},{"key":"ref_33","unstructured":"Ioannou, P.A., and Sun, J. (1996). Robust Adaptive Control, Prentice-Hall."}],"container-title":["Algorithms"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/1999-4893\/12\/12\/259\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T13:39:50Z","timestamp":1760189990000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/1999-4893\/12\/12\/259"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,12,3]]},"references-count":33,"journal-issue":{"issue":"12","published-online":{"date-parts":[[2019,12]]}},"alternative-id":["a12120259"],"URL":"https:\/\/doi.org\/10.3390\/a12120259","relation":{},"ISSN":["1999-4893"],"issn-type":[{"type":"electronic","value":"1999-4893"}],"subject":[],"published":{"date-parts":[[2019,12,3]]}}}