{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"Data Science Tech Brief By HackerNoon","title":"Modeling Valve-Closure Pressure Spikes in Miniature Fluid Systems","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/8fae93f1\"></iframe>","width":"100%","height":180,"duration":634,"description":"\n        This story was originally published on HackerNoon at: https://hackernoon.com/modeling-valve-closure-pressure-spikes-in-miniature-fluid-systems.\nEstimate liquid-line pressure spikes from fast solenoid-valve closure with a simple model, Python code, limitations, and bench-test guidance.\nCheck more stories related to data-science at: https://hackernoon.com/c/data-science.\n            You can also check exclusive content about #python-programming, #hardware-engineering, #iot, #fluid-dynamics, #ivd-analyzers, #pmic, #lab-automation, #solenoid-valves,  and more.\nThis story was written by: @alexhu-fluidics. Learn more about this writer by checking @alexhu-fluidics's about page,\n            and for more stories, please visit hackernoon.com.\nA rigid-column model shows how density, liquid-column length, flow velocity, and valve closure time set the pressure-spike scale. Python makes the screening calculation repeatable, while bench testing and a transient model remain essential near component limits.","thumbnail_url":"https://img.transistorcdn.com/8VxAgS1Ll3FJEERcAdhFdqqXJMnE7OfD2RUvrjauLt0/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9zaG93/LzQxMjY4LzE2ODM1/ODI1ODUtYXJ0d29y/ay5qcGc.webp","thumbnail_width":300,"thumbnail_height":300}