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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": [
"from RLC_source import *"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"data": {
"application/javascript": [
"MathJax.Hub.Config({\n",
" TeX: { equationNumbers: { autoNumber: \"AMS\" } }\n",
"});\n"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%%javascript\n",
"MathJax.Hub.Config({\n",
" TeX: { equationNumbers: { autoNumber: \"AMS\" } }\n",
"});"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# RLC circuit\n",
"\n",
"Mechanical oscillator | LC circuit \n",
"--- | --- \n",
"mass (m) | Inductance (L)\n",
"velocity (v) | current (-I)\n",
"spring constant (k) | capacitance (C)\n",
"postition (x) | charge(Q)\n",
"Kinetic energy (K) = $\\frac{1}{2}mv^2$ | Magnetic field energy ($U_{B}$) = $\\frac{1}{2}LI^2$\n",
"Potential energy (K) = $\\frac{1}{2}kx^2$ | Electric field energy ($U_{B}$) = $\\frac{1}{2}\\frac{Q^2}{C}$\n",
"Time period = $2\\pi\\sqrt{\\frac{m}{k}}$ | Time period = $2\\pi\\sqrt{LC}$\n",
"Friction = -f $\\frac{dx}{dt}$ | Damped force = $\\frac{L}{R}$ $\\frac{di}{dt}$"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"<link rel=\"stylesheet\"\n",
"href=\"https://maxcdn.bootstrapcdn.com/font-awesome/4.4.0/\n",
"css/font-awesome.min.css\">\n",
"<script language=\"javascript\">\n",
" function isInternetExplorer() {\n",
" ua = navigator.userAgent;\n",
" /* MSIE used to detect old browsers and Trident used to newer ones*/\n",
" return ua.indexOf(\"MSIE \") > -1 || ua.indexOf(\"Trident/\") > -1;\n",
" }\n",
"\n",
" /* Define the Animation class */\n",
" function Animation(frames, img_id, slider_id, interval, loop_select_id){\n",
" this.img_id = img_id;\n",
" this.slider_id = slider_id;\n",
" this.loop_select_id = loop_select_id;\n",
" this.interval = interval;\n",
" this.current_frame = 0;\n",
" this.direction = 0;\n",
" this.timer = null;\n",
" this.frames = new Array(frames.length);\n",
"\n",
" for (var i=0; i<frames.length; i++)\n",
" {\n",
" this.frames[i] = new Image();\n",
" this.frames[i].src = frames[i];\n",
" }\n",
" var slider = document.getElementById(this.slider_id);\n",
" slider.max = this.frames.length - 1;\n",
" if (isInternetExplorer()) {\n",
" // switch from oninput to onchange because IE <= 11 does not conform\n",
" // with W3C specification. It ignores oninput and onchange behaves\n",
" // like oninput. In contrast, Mircosoft Edge behaves correctly.\n",
" slider.setAttribute('onchange', slider.getAttribute('oninput'));\n",
" slider.setAttribute('oninput', null);\n",
" }\n",
" this.set_frame(this.current_frame);\n",
" }\n",
"\n",
" Animation.prototype.get_loop_state = function(){\n",
" var button_group = document[this.loop_select_id].state;\n",
" for (var i = 0; i < button_group.length; i++) {\n",
" var button = button_group[i];\n",
" if (button.checked) {\n",
" return button.value;\n",
" }\n",
" }\n",
" return undefined;\n",
" }\n",
"\n",
" Animation.prototype.set_frame = function(frame){\n",
" this.current_frame = frame;\n",
" document.getElementById(this.img_id).src =\n",
" this.frames[this.current_frame].src;\n",
" document.getElementById(this.slider_id).value = this.current_frame;\n",
" }\n",
"\n",
" Animation.prototype.next_frame = function()\n",
" {\n",
" this.set_frame(Math.min(this.frames.length - 1, this.current_frame + 1));\n",
" }\n",
"\n",
" Animation.prototype.previous_frame = function()\n",
" {\n",
" this.set_frame(Math.max(0, this.current_frame - 1));\n",
" }\n",
"\n",
" Animation.prototype.first_frame = function()\n",
" {\n",
" this.set_frame(0);\n",
" }\n",
"\n",
" Animation.prototype.last_frame = function()\n",
" {\n",
" this.set_frame(this.frames.length - 1);\n",
" }\n",
"\n",
" Animation.prototype.slower = function()\n",
" {\n",
" this.interval /= 0.7;\n",
" if(this.direction > 0){this.play_animation();}\n",
" else if(this.direction < 0){this.reverse_animation();}\n",
" }\n",
"\n",
" Animation.prototype.faster = function()\n",
" {\n",
" this.interval *= 0.7;\n",
" if(this.direction > 0){this.play_animation();}\n",
" else if(this.direction < 0){this.reverse_animation();}\n",
" }\n",
"\n",
" Animation.prototype.anim_step_forward = function()\n",
" {\n",
" this.current_frame += 1;\n",
" if(this.current_frame < this.frames.length){\n",
" this.set_frame(this.current_frame);\n",
" }else{\n",
" var loop_state = this.get_loop_state();\n",
" if(loop_state == \"loop\"){\n",
" this.first_frame();\n",
" }else if(loop_state == \"reflect\"){\n",
" this.last_frame();\n",
" this.reverse_animation();\n",
" }else{\n",
" this.pause_animation();\n",
" this.last_frame();\n",
" }\n",
" }\n",
" }\n",
"\n",
" Animation.prototype.anim_step_reverse = function()\n",
" {\n",
" this.current_frame -= 1;\n",
" if(this.current_frame >= 0){\n",
" this.set_frame(this.current_frame);\n",
" }else{\n",
" var loop_state = this.get_loop_state();\n",
" if(loop_state == \"loop\"){\n",
" this.last_frame();\n",
" }else if(loop_state == \"reflect\"){\n",
" this.first_frame();\n",
" this.play_animation();\n",
" }else{\n",
" this.pause_animation();\n",
" this.first_frame();\n",
" }\n",
" }\n",
" }\n",
"\n",
" Animation.prototype.pause_animation = function()\n",
" {\n",
" this.direction = 0;\n",
" if (this.timer){\n",
" clearInterval(this.timer);\n",
" this.timer = null;\n",
" }\n",
" }\n",
"\n",
" Animation.prototype.play_animation = function()\n",
" {\n",
" this.pause_animation();\n",
" this.direction = 1;\n",
" var t = this;\n",
" if (!this.timer) this.timer = setInterval(function() {\n",
" t.anim_step_forward();\n",
" }, this.interval);\n",
" }\n",
"\n",
" Animation.prototype.reverse_animation = function()\n",
" {\n",
" this.pause_animation();\n",
" this.direction = -1;\n",
" var t = this;\n",
" if (!this.timer) this.timer = setInterval(function() {\n",
" t.anim_step_reverse();\n",
" }, this.interval);\n",
" }\n",
"</script>\n",
"\n",
"<style>\n",
".animation {\n",
" display: inline-block;\n",
" text-align: center;\n",
"}\n",
"input[type=range].anim-slider {\n",
" width: 374px;\n",
" margin-left: auto;\n",
" margin-right: auto;\n",
"}\n",
".anim-buttons {\n",
" margin: 8px 0px;\n",
"}\n",
".anim-buttons button {\n",
" padding: 0;\n",
" width: 36px;\n",
"}\n",
".anim-state label {\n",
" margin-right: 8px;\n",
"}\n",
".anim-state input {\n",
" margin: 0;\n",
" vertical-align: middle;\n",
"}\n",
"</style>\n",
"\n",
"<div class=\"animation\">\n",
" <img id=\"_anim_img477259dcfaf544edaccffaecde8d9706\">\n",
" <div class=\"anim-controls\">\n",
" <input id=\"_anim_slider477259dcfaf544edaccffaecde8d9706\" type=\"range\" class=\"anim-slider\"\n",
" name=\"points\" min=\"0\" max=\"1\" step=\"1\" value=\"0\"\n",
" oninput=\"anim477259dcfaf544edaccffaecde8d9706.set_frame(parseInt(this.value));\"></input>\n",
" <div class=\"anim-buttons\">\n",
" <button onclick=\"anim477259dcfaf544edaccffaecde8d9706.slower()\"><i class=\"fa fa-minus\"></i></button>\n",
" <button onclick=\"anim477259dcfaf544edaccffaecde8d9706.first_frame()\"><i class=\"fa fa-fast-backward\">\n",
" </i></button>\n",
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" <i class=\"fa fa-step-backward\"></i></button>\n",
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" <i class=\"fa fa-play fa-flip-horizontal\"></i></button>\n",
" <button onclick=\"anim477259dcfaf544edaccffaecde8d9706.pause_animation()\"><i class=\"fa fa-pause\">\n",
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" </div>\n",
" <form action=\"#n\" name=\"_anim_loop_select477259dcfaf544edaccffaecde8d9706\" class=\"anim-state\">\n",
" <input type=\"radio\" name=\"state\" value=\"once\" id=\"_anim_radio1_477259dcfaf544edaccffaecde8d9706\"\n",
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" <input type=\"radio\" name=\"state\" value=\"loop\" id=\"_anim_radio2_477259dcfaf544edaccffaecde8d9706\"\n",
" checked>\n",
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" >\n",
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" </form>\n",
" </div>\n",
"</div>\n",
"\n",
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"\"\n",
"\n",
"\n",
" /* set a timeout to make sure all the above elements are created before\n",
" the object is initialized. */\n",
" setTimeout(function() {\n",
" anim477259dcfaf544edaccffaecde8d9706 = new Animation(frames, img_id, slider_id, 333,\n",
" loop_select_id);\n",
" }, 0);\n",
" })()\n",
"</script>\n"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 2304x2304 with 10 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"HTML(animation_oscillator().to_jshtml(fps=3))"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.6"
},
"pycharm": {
"stem_cell": {
"cell_type": "raw",
"metadata": {
"collapsed": false
},
"source": []
}
}
},
"nbformat": 4,
"nbformat_minor": 1
}
c4science · Help