The invention discloses a
winery intelligent
pipe heating method combining heat storage and release at a steam utilization end and steam supply by boilers, which comprises the following steps of: supplying steam through a boiler cluster arranged at the source side of a
winery, conveying the steam to the steam utilization end through a steam
heat supply network, adding a heat storage and release
system at the steam utilization end, and establishing a
winery source network load storage whole process digital twinborn model; in consideration of the production arrangement of each workshop and each team of the steam using end of the winery, the shift arrangement difference between the teams, the equipment operation characteristics of each link of
wine making in the workshop, and the intermittency and periodicity of steam using, a
machine learning
algorithm is adopted to carry out steam using behavior identification and steam using demand prediction on the steam using end; an electric heat storage strategy and a steam heat storage strategy are set, the characteristics that boilers of the winery are started in the
daytime and
shut down at night are combined, a heat release
pipe warming strategy is set, and intelligent
pipe warming is conducted on the winery through steam generated by heat release and steam supplied by a boiler cluster; and establishing a heat storage and release
system heating pipe regulation and control model and a boiler cluster steam supply heating pipe regulation and control model, and obtaining an optimal regulation and control strategy for the heating pipe of the winery.